[{"language":[{"iso":"eng"}],"page":"1-12","year":"2017","citation":{"ieee":"V. Melnikov and E. Hüllermeier, “Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics,” in Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017, 2017, pp. 1–12.","short":"V. Melnikov, E. Hüllermeier, in: Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017, 2017, pp. 1–12.","bibtex":"@inproceedings{Melnikov_Hüllermeier_2017, title={Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics}, booktitle={Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017}, author={Melnikov, Vitaly and Hüllermeier, Eyke}, year={2017}, pages={1–12} }","mla":"Melnikov, Vitaly, and Eyke Hüllermeier. “Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics.” Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017, 2017, pp. 1–12.","chicago":"Melnikov, Vitaly, and Eyke Hüllermeier. “Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics.” In Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017, 1–12, 2017.","ama":"Melnikov V, Hüllermeier E. Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics. In: Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017. ; 2017:1-12.","apa":"Melnikov, V., & Hüllermeier, E. (2017). Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics. In Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017 (pp. 1–12)."},"type":"conference","date_updated":"2022-01-06T06:50:31Z","_id":"10213","publication":"Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"full_name":"Melnikov, Vitaly","first_name":"Vitaly","last_name":"Melnikov"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"date_created":"2019-06-07T15:49:36Z","status":"public","user_id":"49109","title":"Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics"},{"date_created":"2019-06-07T16:00:10Z","status":"public","publication":"Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"full_name":"Shaker, Ammar","first_name":"Ammar","last_name":"Shaker"},{"full_name":"Heldt, W.","first_name":"W.","last_name":"Heldt"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"}],"title":"Learning TSK Fuzzy Rules from Data Streams","user_id":"49109","citation":{"short":"A. Shaker, W. Heldt, E. Hüllermeier, in: Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia, 2017.","ieee":"A. Shaker, W. Heldt, and E. Hüllermeier, “Learning TSK Fuzzy Rules from Data Streams,” in Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia, 2017.","apa":"Shaker, A., Heldt, W., & Hüllermeier, E. (2017). Learning TSK Fuzzy Rules from Data Streams. In Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia.","ama":"Shaker A, Heldt W, Hüllermeier E. Learning TSK Fuzzy Rules from Data Streams. In: Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia. ; 2017.","chicago":"Shaker, Ammar, W. Heldt, and Eyke Hüllermeier. “Learning TSK Fuzzy Rules from Data Streams.” In Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia, 2017.","mla":"Shaker, Ammar, et al. “Learning TSK Fuzzy Rules from Data Streams.” Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia, 2017.","bibtex":"@inproceedings{Shaker_Heldt_Hüllermeier_2017, title={Learning TSK Fuzzy Rules from Data Streams}, booktitle={Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia}, author={Shaker, Ammar and Heldt, W. and Hüllermeier, Eyke}, year={2017} }"},"year":"2017","type":"conference","language":[{"iso":"eng"}],"_id":"10216","date_updated":"2022-01-06T06:50:32Z"},{"publication":"European Journal of Operational Research","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Bräuning","full_name":"Bräuning, M.","first_name":"M."},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"},{"last_name":"Keller","first_name":"T.","full_name":"Keller, T."},{"last_name":"Glaum","first_name":"M.","full_name":"Glaum, M."}],"date_created":"2019-06-18T15:43:40Z","status":"public","volume":258,"user_id":"49109","title":"Lexicographic preferences for predictive modeling of human decision making. A new machine learning method with an application in accounting","language":[{"iso":"eng"}],"page":"295-306","citation":{"ama":"Bräuning M, Hüllermeier E, Keller T, Glaum M. Lexicographic preferences for predictive modeling of human decision making. A new machine learning method with an application in accounting. European Journal of Operational Research. 2017;258(1):295-306.","apa":"Bräuning, M., Hüllermeier, E., Keller, T., & Glaum, M. (2017). Lexicographic preferences for predictive modeling of human decision making. A new machine learning method with an application in accounting. European Journal of Operational Research, 258(1), 295–306.","chicago":"Bräuning, M., Eyke Hüllermeier, T. Keller, and M. Glaum. “Lexicographic Preferences for Predictive Modeling of Human Decision Making. A New Machine Learning Method with an Application in Accounting.” European Journal of Operational Research 258, no. 1 (2017): 295–306.","mla":"Bräuning, M., et al. “Lexicographic Preferences for Predictive Modeling of Human Decision Making. A New Machine Learning Method with an Application in Accounting.” European Journal of Operational Research, vol. 258, no. 1, 2017, pp. 295–306.","bibtex":"@article{Bräuning_Hüllermeier_Keller_Glaum_2017, title={Lexicographic preferences for predictive modeling of human decision making. A new machine learning method with an application in accounting}, volume={258}, number={1}, journal={European Journal of Operational Research}, author={Bräuning, M. and Hüllermeier, Eyke and Keller, T. and Glaum, M.}, year={2017}, pages={295–306} }","short":"M. Bräuning, E. Hüllermeier, T. Keller, M. Glaum, European Journal of Operational Research 258 (2017) 295–306.","ieee":"M. Bräuning, E. Hüllermeier, T. Keller, and M. Glaum, “Lexicographic preferences for predictive modeling of human decision making. A new machine learning method with an application in accounting,” European Journal of Operational Research, vol. 258, no. 1, pp. 295–306, 2017."},"type":"journal_article","year":"2017","intvolume":" 258","_id":"10267","date_updated":"2022-01-06T06:50:33Z","issue":"1"},{"author":[{"full_name":"Platenius, M.-C.","first_name":"M.-C.","last_name":"Platenius"},{"full_name":"Shaker, Ammar","first_name":"Ammar","last_name":"Shaker"},{"full_name":"Becker, M.","first_name":"M.","last_name":"Becker"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"},{"last_name":"Schäfer","first_name":"W.","full_name":"Schäfer, W."}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"IEEE Transactions on Software Engineering","status":"public","date_created":"2019-06-18T15:47:33Z","volume":43,"user_id":"49109","title":"Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic","language":[{"iso":"eng"}],"citation":{"ieee":"M.-C. Platenius, A. Shaker, M. Becker, E. Hüllermeier, and W. Schäfer, “Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic,” IEEE Transactions on Software Engineering, vol. 43, no. 8, pp. 739–759, 2017.","short":"M.-C. Platenius, A. Shaker, M. Becker, E. Hüllermeier, W. Schäfer, IEEE Transactions on Software Engineering 43 (2017) 739–759.","bibtex":"@article{Platenius_Shaker_Becker_Hüllermeier_Schäfer_2017, title={Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic}, volume={43}, number={8}, journal={IEEE Transactions on Software Engineering}, author={Platenius, M.-C. and Shaker, Ammar and Becker, M. and Hüllermeier, Eyke and Schäfer, W.}, year={2017}, pages={739–759} }","mla":"Platenius, M. C., et al. “Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic.” IEEE Transactions on Software Engineering, vol. 43, no. 8, 2017, pp. 739–59.","ama":"Platenius M-C, Shaker A, Becker M, Hüllermeier E, Schäfer W. Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic. IEEE Transactions on Software Engineering. 2017;43(8):739-759.","apa":"Platenius, M.-C., Shaker, A., Becker, M., Hüllermeier, E., & Schäfer, W. (2017). Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic. IEEE Transactions on Software Engineering, 43(8), 739–759.","chicago":"Platenius, M.-C., Ammar Shaker, M. Becker, Eyke Hüllermeier, and W. Schäfer. “Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic.” IEEE Transactions on Software Engineering 43, no. 8 (2017): 739–59."},"year":"2017","type":"journal_article","page":"739-759","date_updated":"2022-01-06T06:50:33Z","_id":"10268","intvolume":" 43","issue":"8"},{"article_number":"abs/1712.00646 ","date_updated":"2022-01-06T06:50:33Z","_id":"10269","language":[{"iso":"eng"}],"citation":{"short":"E. Hüllermeier, The Computing Research Repository (CoRR) (2017).","ieee":"E. Hüllermeier, “From Knowledge-based to Data-driven Modeling of Fuzzy Rule-based Systems: A Critical Reflection,” The Computing Research Repository (CoRR), 2017.","ama":"Hüllermeier E. From Knowledge-based to Data-driven Modeling of Fuzzy Rule-based Systems: A Critical Reflection. The Computing Research Repository (CoRR). 2017.","apa":"Hüllermeier, E. (2017). From Knowledge-based to Data-driven Modeling of Fuzzy Rule-based Systems: A Critical Reflection. The Computing Research Repository (CoRR).","chicago":"Hüllermeier, Eyke. “From Knowledge-Based to Data-Driven Modeling of Fuzzy Rule-Based Systems: A Critical Reflection.” The Computing Research Repository (CoRR), 2017.","mla":"Hüllermeier, Eyke. “From Knowledge-Based to Data-Driven Modeling of Fuzzy Rule-Based Systems: A Critical Reflection.” The Computing Research Repository (CoRR), abs/1712.00646, 2017.","bibtex":"@article{Hüllermeier_2017, title={From Knowledge-based to Data-driven Modeling of Fuzzy Rule-based Systems: A Critical Reflection}, number={abs/1712.00646}, journal={The Computing Research Repository (CoRR)}, author={Hüllermeier, Eyke}, year={2017} }"},"type":"journal_article","year":"2017","user_id":"49109","title":"From Knowledge-based to Data-driven Modeling of Fuzzy Rule-based Systems: A Critical Reflection","date_created":"2019-06-18T15:53:28Z","status":"public","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"The Computing Research Repository (CoRR)","author":[{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}]},{"page":"1173-1187","citation":{"bibtex":"@article{Ramaswamy_Bhatnagar_2016, title={Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem}, volume={88}, number={8}, journal={Stochastics}, publisher={Taylor \\& Francis}, author={Ramaswamy, Arunselvan and Bhatnagar, Shalabh}, year={2016}, pages={1173–1187} }","mla":"Ramaswamy, Arunselvan, and Shalabh Bhatnagar. “Stochastic Recursive Inclusion in Two Timescales with an Application to the Lagrangian Dual Problem.” Stochastics, vol. 88, no. 8, Taylor \\& Francis, 2016, pp. 1173–87.","ama":"Ramaswamy A, Bhatnagar S. Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem. Stochastics. 2016;88(8):1173-1187.","apa":"Ramaswamy, A., & Bhatnagar, S. (2016). Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem. Stochastics, 88(8), 1173–1187.","chicago":"Ramaswamy, Arunselvan, and Shalabh Bhatnagar. “Stochastic Recursive Inclusion in Two Timescales with an Application to the Lagrangian Dual Problem.” Stochastics 88, no. 8 (2016): 1173–87.","ieee":"A. Ramaswamy and S. Bhatnagar, “Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem,” Stochastics, vol. 88, no. 8, pp. 1173–1187, 2016.","short":"A. Ramaswamy, S. Bhatnagar, Stochastics 88 (2016) 1173–1187."},"year":"2016","type":"journal_article","language":[{"iso":"eng"}],"_id":"24154","intvolume":" 88","date_updated":"2022-01-06T06:56:08Z","issue":"8","publication":"Stochastics","department":[{"_id":"355"}],"author":[{"last_name":"Ramaswamy","id":"66937","first_name":"Arunselvan","orcid":"https://orcid.org/ 0000-0001-7547-8111","full_name":"Ramaswamy, Arunselvan"},{"last_name":"Bhatnagar","full_name":"Bhatnagar, Shalabh","first_name":"Shalabh"}],"publisher":"Taylor \\& Francis","volume":88,"date_created":"2021-09-10T10:21:49Z","status":"public","extern":"1","title":"Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem","user_id":"66937"},{"_id":"3318","intvolume":" 25","citation":{"bibtex":"@article{Melnikov_Hüllermeier_Kaimann_Frick_Gupta_2016, title={Pairwise versus Pointwise Ranking: A Case Study}, volume={25}, DOI={10.4467/20838476si.16.006.6187}, journal={Schedae Informaticae}, publisher={Uniwersytet Jagiellonski - Wydawnictwo Uniwersytetu Jagiellonskiego}, author={Melnikov, Vitalik and Hüllermeier, Eyke and Kaimann, Daniel and Frick, Bernd and Gupta, Pritha }, year={2016} }","mla":"Melnikov, Vitalik, et al. “Pairwise versus Pointwise Ranking: A Case Study.” Schedae Informaticae, vol. 25, Uniwersytet Jagiellonski - Wydawnictwo Uniwersytetu Jagiellonskiego, 2016, doi:10.4467/20838476si.16.006.6187.","apa":"Melnikov, V., Hüllermeier, E., Kaimann, D., Frick, B., & Gupta, Pritha . (2016). Pairwise versus Pointwise Ranking: A Case Study. Schedae Informaticae, 25. https://doi.org/10.4467/20838476si.16.006.6187","ama":"Melnikov V, Hüllermeier E, Kaimann D, Frick B, Gupta Pritha . Pairwise versus Pointwise Ranking: A Case Study. Schedae Informaticae. 2016;25. doi:10.4467/20838476si.16.006.6187","chicago":"Melnikov, Vitalik, Eyke Hüllermeier, Daniel Kaimann, Bernd Frick, and Pritha Gupta. “Pairwise versus Pointwise Ranking: A Case Study.” Schedae Informaticae 25 (2016). https://doi.org/10.4467/20838476si.16.006.6187.","ieee":"V. Melnikov, E. Hüllermeier, D. Kaimann, B. Frick, and Pritha Gupta, “Pairwise versus Pointwise Ranking: A Case Study,” Schedae Informaticae, vol. 25, 2016.","short":"V. Melnikov, E. Hüllermeier, D. Kaimann, B. Frick, Pritha Gupta, Schedae Informaticae 25 (2016)."},"year":"2016","type":"journal_article","user_id":"15504","ddc":["000"],"date_created":"2018-06-22T14:49:40Z","status":"public","has_accepted_license":"1","volume":25,"file":[{"creator":"ups","file_id":"5317","file_size":1002478,"success":1,"relation":"main_file","date_updated":"2018-11-02T15:54:38Z","content_type":"application/pdf","file_name":"roz-6-Melnikov.pdf","date_created":"2018-11-02T15:54:38Z","access_level":"closed"}],"publication":"Schedae Informaticae","file_date_updated":"2018-11-02T15:54:38Z","publisher":"Uniwersytet Jagiellonski - Wydawnictwo Uniwersytetu Jagiellonskiego","author":[{"first_name":"Vitalik","full_name":"Melnikov, Vitalik","last_name":"Melnikov"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"},{"first_name":"Daniel","full_name":"Kaimann, Daniel","last_name":"Kaimann","id":"18949"},{"last_name":"Frick","first_name":"Bernd ","full_name":"Frick, Bernd "},{"full_name":"Gupta, Pritha ","first_name":" Pritha ","last_name":"Gupta"}],"doi":"10.4467/20838476si.16.006.6187","date_updated":"2022-01-06T06:59:10Z","language":[{"iso":"eng"}],"title":"Pairwise versus Pointwise Ranking: A Case Study","project":[{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"11","name":"SFB 901 - Subproject B3"},{"_id":"8","name":"SFB 901 - Subproject A4"},{"name":"SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - Project Area A"}],"publication_status":"published","publication_identifier":{"issn":["2083-8476"]},"department":[{"_id":"355"},{"_id":"183"}]},{"department":[{"_id":"355"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"9","name":"SFB 901 - Subprojekt B1"},{"name":"SFB 901 - Subprojekt B2","_id":"10"},{"_id":"11","name":"SFB 901 - Subprojekt B3"},{"name":"SFB 901 - Project Area B","_id":"3"}],"title":"Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:53:57Z","doi":"10.1109/TSE.2016.2632115","file":[{"file_name":"190-07755807.pdf","date_created":"2018-03-21T12:30:31Z","access_level":"closed","file_size":5225413,"creator":"florida","file_id":"1529","date_updated":"2018-03-21T12:30:31Z","content_type":"application/pdf","success":1,"relation":"main_file"}],"publisher":"IEEE","author":[{"first_name":"Marie Christin","full_name":"Platenius, Marie Christin","last_name":"Platenius"},{"last_name":"Shaker","first_name":"Ammar","full_name":"Shaker, Ammar"},{"last_name":"Becker","full_name":"Becker, Matthias","first_name":"Matthias"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"},{"full_name":"Schäfer, Wilhelm","first_name":"Wilhelm","last_name":"Schäfer"}],"file_date_updated":"2018-03-21T12:30:31Z","publication":"IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017","has_accepted_license":"1","status":"public","date_created":"2017-10-17T12:41:29Z","abstract":[{"lang":"eng","text":"Today, software components are provided by global markets in the form of services. In order to optimally satisfy service requesters and service providers, adequate techniques for automatic service matching are needed. However, a requester’s requirements may be vague and the information available about a provided service may be incomplete. As a consequence, fuzziness is induced into the matching procedure. The contribution of this paper is the development of a systematic matching procedure that leverages concepts and techniques from fuzzy logic and possibility theory based on our formal distinction between different sources and types of fuzziness in the context of service matching. In contrast to existing methods, our approach is able to deal with imprecision and incompleteness in service specifications and to inform users about the extent of induced fuzziness in order to improve the user’s decision-making. We demonstrate our approach on the example of specifications for service reputation based on ratings given by previous users. Our evaluation based on real service ratings shows the utility and applicability of our approach."}],"user_id":"15504","ddc":["040"],"type":"journal_article","year":"2016","citation":{"apa":"Platenius, M. C., Shaker, A., Becker, M., Hüllermeier, E., & Schäfer, W. (2016). Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic. IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017, (8), 739–759. https://doi.org/10.1109/TSE.2016.2632115","ama":"Platenius MC, Shaker A, Becker M, Hüllermeier E, Schäfer W. Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic. IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017. 2016;(8):739-759. doi:10.1109/TSE.2016.2632115","chicago":"Platenius, Marie Christin, Ammar Shaker, Matthias Becker, Eyke Hüllermeier, and Wilhelm Schäfer. “Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic.” IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017, no. 8 (2016): 739–59. https://doi.org/10.1109/TSE.2016.2632115.","bibtex":"@article{Platenius_Shaker_Becker_Hüllermeier_Schäfer_2016, title={Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic}, DOI={10.1109/TSE.2016.2632115}, number={8}, journal={IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017}, publisher={IEEE}, author={Platenius, Marie Christin and Shaker, Ammar and Becker, Matthias and Hüllermeier, Eyke and Schäfer, Wilhelm}, year={2016}, pages={739–759} }","mla":"Platenius, Marie Christin, et al. “Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic.” IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017, no. 8, IEEE, 2016, pp. 739–59, doi:10.1109/TSE.2016.2632115.","short":"M.C. Platenius, A. Shaker, M. Becker, E. Hüllermeier, W. Schäfer, IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017 (2016) 739–759.","ieee":"M. C. Platenius, A. Shaker, M. Becker, E. Hüllermeier, and W. Schäfer, “Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic,” IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017, no. 8, pp. 739–759, 2016."},"page":"739-759","_id":"190","issue":"8"},{"_id":"184","type":"conference","year":"2016","citation":{"mla":"Melnikov, Vitaly, and Eyke Hüllermeier. “Learning to Aggregate Using Uninorms.” Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016), 2016, pp. 756–71, doi:10.1007/978-3-319-46227-1_47.","bibtex":"@inproceedings{Melnikov_Hüllermeier_2016, series={LNCS}, title={Learning to Aggregate Using Uninorms}, DOI={10.1007/978-3-319-46227-1_47}, booktitle={Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016)}, author={Melnikov, Vitaly and Hüllermeier, Eyke}, year={2016}, pages={756–771}, collection={LNCS} }","chicago":"Melnikov, Vitaly, and Eyke Hüllermeier. “Learning to Aggregate Using Uninorms.” In Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016), 756–71. LNCS, 2016. https://doi.org/10.1007/978-3-319-46227-1_47.","ama":"Melnikov V, Hüllermeier E. Learning to Aggregate Using Uninorms. In: Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016). LNCS. ; 2016:756-771. doi:10.1007/978-3-319-46227-1_47","apa":"Melnikov, V., & Hüllermeier, E. (2016). Learning to Aggregate Using Uninorms. In Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016) (pp. 756–771). https://doi.org/10.1007/978-3-319-46227-1_47","ieee":"V. Melnikov and E. Hüllermeier, “Learning to Aggregate Using Uninorms,” in Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016), 2016, pp. 756–771.","short":"V. Melnikov, E. Hüllermeier, in: Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016), 2016, pp. 756–771."},"page":"756-771","user_id":"15504","ddc":["040"],"abstract":[{"text":"In this paper, we propose a framework for a class of learning problems that we refer to as “learning to aggregate”. Roughly, learning-to-aggregate problems are supervised machine learning problems, in which instances are represented in the form of a composition of a (variable) number on constituents; such compositions are associated with an evaluation, score, or label, which is the target of the prediction task, and which can presumably be modeled in the form of a suitable aggregation of the properties of its constituents. Our learning-to-aggregate framework establishes a close connection between machine learning and a branch of mathematics devoted to the systematic study of aggregation functions. We specifically focus on a class of functions called uninorms, which combine conjunctive and disjunctive modes of aggregation. Experimental results for a corresponding model are presented for a review data set, for which the aggregation problem consists of combining different reviewer opinions about a paper into an overall decision of acceptance or rejection.","lang":"eng"}],"has_accepted_license":"1","status":"public","date_created":"2017-10-17T12:41:27Z","file":[{"file_id":"1533","creator":"florida","file_size":472159,"relation":"main_file","success":1,"date_updated":"2018-03-21T12:32:44Z","content_type":"application/pdf","date_created":"2018-03-21T12:32:44Z","file_name":"184-chp_3A10.1007_2F978-3-319-46227-1_47.pdf","access_level":"closed"}],"author":[{"last_name":"Melnikov","id":"58747","first_name":"Vitaly","full_name":"Melnikov, Vitaly"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"file_date_updated":"2018-03-21T12:32:44Z","publication":"Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016)","doi":"10.1007/978-3-319-46227-1_47","date_updated":"2022-01-06T06:53:32Z","language":[{"iso":"eng"}],"series_title":"LNCS","title":"Learning to Aggregate Using Uninorms","project":[{"_id":"1","name":"SFB 901"},{"_id":"11","name":"SFB 901 - Subprojekt B3"},{"_id":"3","name":"SFB 901 - Project Area B"}],"department":[{"_id":"355"}]},{"type":"encyclopedia_article","citation":{"chicago":"Fürnkranz, J., and Eyke Hüllermeier. “Preference Learning.” In Encyclopedia of Machine Learning and Data Mining, edited by C. Sammut and G.I. Webb. Springer, 2016.","apa":"Fürnkranz, J., & Hüllermeier, E. (2016). Preference Learning. In C. Sammut & G. I. Webb (Eds.), Encyclopedia of Machine Learning and Data Mining. Springer.","ama":"Fürnkranz J, Hüllermeier E. Preference Learning. In: Sammut C, Webb GI, eds. Encyclopedia of Machine Learning and Data Mining. Springer; 2016.","bibtex":"@inbook{Fürnkranz_Hüllermeier_2016, title={Preference Learning}, booktitle={Encyclopedia of Machine Learning and Data Mining}, publisher={Springer}, author={Fürnkranz, J. and Hüllermeier, Eyke}, editor={Sammut, C. and Webb, G.I.Editors}, year={2016} }","mla":"Fürnkranz, J., and Eyke Hüllermeier. “Preference Learning.” Encyclopedia of Machine Learning and Data Mining, edited by C. Sammut and G.I. Webb, Springer, 2016.","short":"J. Fürnkranz, E. Hüllermeier, in: C. Sammut, G.I. Webb (Eds.), Encyclopedia of Machine Learning and Data Mining, Springer, 2016.","ieee":"J. Fürnkranz and E. Hüllermeier, “Preference Learning,” in Encyclopedia of Machine Learning and Data Mining, C. Sammut and G. I. Webb, Eds. Springer, 2016."},"year":"2016","language":[{"iso":"eng"}],"_id":"10785","date_updated":"2022-01-06T06:50:50Z","publisher":"Springer","author":[{"full_name":"Fürnkranz, J.","first_name":"J.","last_name":"Fürnkranz"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"publication":"Encyclopedia of Machine Learning and Data Mining","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"editor":[{"last_name":"Sammut","full_name":"Sammut, C.","first_name":"C."},{"last_name":"Webb","first_name":"G.I.","full_name":"Webb, G.I."}],"status":"public","date_created":"2019-07-10T16:00:23Z","title":"Preference Learning","user_id":"49109"},{"user_id":"49109","title":"On the identifiability of models in multi-criteria preference learning","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany","author":[{"full_name":"Labreuche, C.","first_name":"C.","last_name":"Labreuche"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"},{"first_name":"P.","full_name":"Vojtas, P.","last_name":"Vojtas"},{"last_name":"Fallah Tehrani","full_name":"Fallah Tehrani, A.","first_name":"A."}],"date_created":"2019-12-19T16:02:19Z","status":"public","editor":[{"first_name":"R.","full_name":"Busa-Fekete, R.","last_name":"Busa-Fekete"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"},{"first_name":"V.","full_name":"Mousseau, V.","last_name":"Mousseau"},{"full_name":"Pfannschmidt, Karlson","first_name":"Karlson","last_name":"Pfannschmidt"}],"_id":"15400","date_updated":"2022-01-06T06:52:23Z","language":[{"iso":"eng"}],"year":"2016","type":"conference","citation":{"ieee":"C. Labreuche, E. Hüllermeier, P. Vojtas, and A. Fallah Tehrani, “On the identifiability of models in multi-criteria preference learning,” in in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, 2016.","short":"C. Labreuche, E. Hüllermeier, P. Vojtas, A. Fallah Tehrani, in: R. Busa-Fekete, E. Hüllermeier, V. Mousseau, K. Pfannschmidt (Eds.), In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, 2016.","mla":"Labreuche, C., et al. “On the Identifiability of Models in Multi-Criteria Preference Learning.” In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, edited by R. Busa-Fekete et al., 2016.","bibtex":"@inproceedings{Labreuche_Hüllermeier_Vojtas_Fallah Tehrani_2016, title={On the identifiability of models in multi-criteria preference learning}, booktitle={in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany}, author={Labreuche, C. and Hüllermeier, Eyke and Vojtas, P. and Fallah Tehrani, A.}, editor={Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }","ama":"Labreuche C, Hüllermeier E, Vojtas P, Fallah Tehrani A. On the identifiability of models in multi-criteria preference learning. In: Busa-Fekete R, Hüllermeier E, Mousseau V, Pfannschmidt K, eds. In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany. ; 2016.","apa":"Labreuche, C., Hüllermeier, E., Vojtas, P., & Fallah Tehrani, A. (2016). On the identifiability of models in multi-criteria preference learning. In R. Busa-Fekete, E. Hüllermeier, V. Mousseau, & K. Pfannschmidt (Eds.), in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany.","chicago":"Labreuche, C., Eyke Hüllermeier, P. Vojtas, and A. Fallah Tehrani. “On the Identifiability of Models in Multi-Criteria Preference Learning.” In In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, edited by R. Busa-Fekete, Eyke Hüllermeier, V. Mousseau, and Karlson Pfannschmidt, 2016."}},{"author":[{"last_name":"Schäfer","full_name":"Schäfer, D.","first_name":"D."},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"in Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany","status":"public","date_created":"2019-12-19T16:33:45Z","editor":[{"last_name":"Busa-Fekete","first_name":"R.","full_name":"Busa-Fekete, R."},{"last_name":"Hüllermeier","first_name":"Eyke","full_name":"Hüllermeier, Eyke"},{"full_name":"Mousseau, V.","first_name":"V.","last_name":"Mousseau"},{"last_name":"Pfannschmidt","first_name":"Karlson","full_name":"Pfannschmidt, Karlson"}],"user_id":"49109","title":"Preference -based reinforcement learning using dyad ranking","language":[{"iso":"eng"}],"citation":{"ieee":"D. Schäfer and E. Hüllermeier, “Preference -based reinforcement learning using dyad ranking,” in in Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany, 2016.","short":"D. Schäfer, E. Hüllermeier, in: R. Busa-Fekete, E. Hüllermeier, V. Mousseau, K. Pfannschmidt (Eds.), In Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany, 2016.","mla":"Schäfer, D., and Eyke Hüllermeier. “Preference -Based Reinforcement Learning Using Dyad Ranking.” In Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany, edited by R. Busa-Fekete et al., 2016.","bibtex":"@inproceedings{Schäfer_Hüllermeier_2016, title={Preference -based reinforcement learning using dyad ranking}, booktitle={in Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany}, author={Schäfer, D. and Hüllermeier, Eyke}, editor={Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }","apa":"Schäfer, D., & Hüllermeier, E. (2016). Preference -based reinforcement learning using dyad ranking. In R. Busa-Fekete, E. Hüllermeier, V. Mousseau, & K. Pfannschmidt (Eds.), in Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany.","ama":"Schäfer D, Hüllermeier E. Preference -based reinforcement learning using dyad ranking. In: Busa-Fekete R, Hüllermeier E, Mousseau V, Pfannschmidt K, eds. In Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany. ; 2016.","chicago":"Schäfer, D., and Eyke Hüllermeier. “Preference -Based Reinforcement Learning Using Dyad Ranking.” In In Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany, edited by R. Busa-Fekete, Eyke Hüllermeier, V. Mousseau, and Karlson Pfannschmidt, 2016."},"year":"2016","type":"conference","date_updated":"2022-01-06T06:52:23Z","_id":"15401"},{"publication":"in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Couso","first_name":"Ines","full_name":"Couso, Ines"},{"last_name":"Ahmadi Fahandar","first_name":"Mohsen","full_name":"Ahmadi Fahandar, Mohsen"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"editor":[{"last_name":"Busa-Fekete","first_name":"R.","full_name":"Busa-Fekete, R."},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"},{"last_name":"Mousseau","first_name":"V.","full_name":"Mousseau, V."},{"last_name":"Pfannschmidt","first_name":"Karlson","full_name":"Pfannschmidt, Karlson"}],"date_created":"2019-12-19T16:37:06Z","status":"public","title":"Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators","user_id":"49109","year":"2016","citation":{"ieee":"I. Couso, M. Ahmadi Fahandar, and E. Hüllermeier, “Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators,” in in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, 2016.","short":"I. Couso, M. Ahmadi Fahandar, E. Hüllermeier, in: R. Busa-Fekete, E. Hüllermeier, V. Mousseau, K. Pfannschmidt (Eds.), In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, 2016.","mla":"Couso, Ines, et al. “Statistical Inference for Incomplete Ranking Data: A Comparison of Two Likelihood-Based Estimators.” In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, edited by R. Busa-Fekete et al., 2016.","bibtex":"@inproceedings{Couso_Ahmadi Fahandar_Hüllermeier_2016, title={Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators}, booktitle={in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany}, author={Couso, Ines and Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke}, editor={Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }","ama":"Couso I, Ahmadi Fahandar M, Hüllermeier E. Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators. In: Busa-Fekete R, Hüllermeier E, Mousseau V, Pfannschmidt K, eds. In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany. ; 2016.","apa":"Couso, I., Ahmadi Fahandar, M., & Hüllermeier, E. (2016). Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators. In R. Busa-Fekete, E. Hüllermeier, V. Mousseau, & K. Pfannschmidt (Eds.), in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany.","chicago":"Couso, Ines, Mohsen Ahmadi Fahandar, and Eyke Hüllermeier. “Statistical Inference for Incomplete Ranking Data: A Comparison of Two Likelihood-Based Estimators.” In In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, edited by R. Busa-Fekete, Eyke Hüllermeier, V. Mousseau, and Karlson Pfannschmidt, 2016."},"type":"conference","language":[{"iso":"eng"}],"_id":"15402","date_updated":"2022-01-06T06:52:23Z"},{"language":[{"iso":"eng"}],"page":"1-8","type":"conference","year":"2016","citation":{"short":"S. Lu, E. Hüllermeier, in: E. Hüllermeier, F. Hoffmann, R. Mikut (Eds.), In Proceedings 26th Workshop Computational Intelligence, Dortmund Germany, KIT Scientific Publishing, 2016, pp. 1–8.","ieee":"S. Lu and E. Hüllermeier, “Support vector classification on noisy data using fuzzy superset losses,” in in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany, 2016, pp. 1–8.","apa":"Lu, S., & Hüllermeier, E. (2016). Support vector classification on noisy data using fuzzy superset losses. In E. Hüllermeier, F. Hoffmann, & R. Mikut (Eds.), in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany (pp. 1–8). KIT Scientific Publishing.","ama":"Lu S, Hüllermeier E. Support vector classification on noisy data using fuzzy superset losses. In: Hüllermeier E, Hoffmann F, Mikut R, eds. In Proceedings 26th Workshop Computational Intelligence, Dortmund Germany. KIT Scientific Publishing; 2016:1-8.","chicago":"Lu, S., and Eyke Hüllermeier. “Support Vector Classification on Noisy Data Using Fuzzy Superset Losses.” In In Proceedings 26th Workshop Computational Intelligence, Dortmund Germany, edited by Eyke Hüllermeier, F. Hoffmann, and R. Mikut, 1–8. KIT Scientific Publishing, 2016.","mla":"Lu, S., and Eyke Hüllermeier. “Support Vector Classification on Noisy Data Using Fuzzy Superset Losses.” In Proceedings 26th Workshop Computational Intelligence, Dortmund Germany, edited by Eyke Hüllermeier et al., KIT Scientific Publishing, 2016, pp. 1–8.","bibtex":"@inproceedings{Lu_Hüllermeier_2016, title={Support vector classification on noisy data using fuzzy superset losses}, booktitle={in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Lu, S. and Hüllermeier, Eyke}, editor={Hüllermeier, Eyke and Hoffmann, F. and Mikut, R.Editors}, year={2016}, pages={1–8} }"},"date_updated":"2022-01-06T06:52:23Z","_id":"15403","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany","publisher":"KIT Scientific Publishing","author":[{"last_name":"Lu","first_name":"S.","full_name":"Lu, S."},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"}],"date_created":"2019-12-19T16:40:33Z","status":"public","editor":[{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier"},{"first_name":"F.","full_name":"Hoffmann, F.","last_name":"Hoffmann"},{"last_name":"Mikut","first_name":"R.","full_name":"Mikut, R."}],"user_id":"49109","title":"Support vector classification on noisy data using fuzzy superset losses"},{"language":[{"iso":"eng"}],"type":"conference","citation":{"ieee":"D. Schäfer and E. Hüllermeier, “Plackett-Luce networks for dyad ranking,” in in Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany, 2016.","short":"D. Schäfer, E. Hüllermeier, in: In Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany, 2016.","bibtex":"@inproceedings{Schäfer_Hüllermeier_2016, title={Plackett-Luce networks for dyad ranking}, booktitle={in Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany}, author={Schäfer, D. and Hüllermeier, Eyke}, year={2016} }","mla":"Schäfer, D., and Eyke Hüllermeier. “Plackett-Luce Networks for Dyad Ranking.” In Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany, 2016.","apa":"Schäfer, D., & Hüllermeier, E. (2016). Plackett-Luce networks for dyad ranking. In in Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany.","ama":"Schäfer D, Hüllermeier E. Plackett-Luce networks for dyad ranking. In: In Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany. ; 2016.","chicago":"Schäfer, D., and Eyke Hüllermeier. “Plackett-Luce Networks for Dyad Ranking.” In In Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany, 2016."},"year":"2016","date_updated":"2022-01-06T06:52:23Z","_id":"15404","author":[{"last_name":"Schäfer","first_name":"D.","full_name":"Schäfer, D."},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"in Workshop LWDA \"Lernen, Wissen, Daten, Analysen\" Potsdam, Germany","status":"public","date_created":"2019-12-19T16:43:27Z","user_id":"49109","title":"Plackett-Luce networks for dyad ranking"},{"publication":"In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Pfannschmidt","id":"13472","first_name":"Karlson","orcid":"0000-0001-9407-7903","full_name":"Pfannschmidt, Karlson"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"},{"last_name":"Held","first_name":"S.","full_name":"Held, S."},{"last_name":"Neiger","first_name":"R.","full_name":"Neiger, R."}],"publisher":"Springer","date_created":"2019-11-21T16:42:47Z","status":"public","user_id":"49109","title":"Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts","language":[{"iso":"eng"}],"page":"450-461","year":"2016","type":"conference","citation":{"chicago":"Pfannschmidt, Karlson, Eyke Hüllermeier, S. Held, and R. Neiger. “Evaluating Tests in Medical Diagnosis-Combining Machine Learning with Game-Theoretical Concepts.” In In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, 450–61. Springer, 2016.","ama":"Pfannschmidt K, Hüllermeier E, Held S, Neiger R. Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts. In: In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands. Springer; 2016:450-461.","apa":"Pfannschmidt, K., Hüllermeier, E., Held, S., & Neiger, R. (2016). Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts. In In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands (pp. 450–461). Springer.","mla":"Pfannschmidt, Karlson, et al. “Evaluating Tests in Medical Diagnosis-Combining Machine Learning with Game-Theoretical Concepts.” In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, Springer, 2016, pp. 450–61.","bibtex":"@inproceedings{Pfannschmidt_Hüllermeier_Held_Neiger_2016, title={Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts}, booktitle={In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands}, publisher={Springer}, author={Pfannschmidt, Karlson and Hüllermeier, Eyke and Held, S. and Neiger, R.}, year={2016}, pages={450–461} }","short":"K. Pfannschmidt, E. Hüllermeier, S. Held, R. Neiger, in: In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, Springer, 2016, pp. 450–461.","ieee":"K. Pfannschmidt, E. Hüllermeier, S. Held, and R. Neiger, “Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts,” in In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, 2016, pp. 450–461."},"_id":"15111","date_updated":"2022-01-06T06:52:15Z"},{"volume":28,"status":"public","date_created":"2020-02-24T16:04:59Z","author":[{"last_name":"Leinweber","first_name":"M.","full_name":"Leinweber, M."},{"first_name":"T.","full_name":"Fober, T.","last_name":"Fober"},{"last_name":"Strickert","first_name":"M.","full_name":"Strickert, M."},{"last_name":"Baumgärtner","full_name":"Baumgärtner, L.","first_name":"L."},{"full_name":"Klebe, G.","first_name":"G.","last_name":"Klebe"},{"full_name":"Freisleben, B.","first_name":"B.","last_name":"Freisleben"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"publication":"IEEE Transactions on Knowledge and Data Engineering","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"title":"CavSimBase: A database for large scale comparison of protein binding sites","user_id":"49109","citation":{"short":"M. Leinweber, T. Fober, M. Strickert, L. Baumgärtner, G. Klebe, B. Freisleben, E. Hüllermeier, IEEE Transactions on Knowledge and Data Engineering 28 (2016) 1423–1434.","ieee":"M. Leinweber et al., “CavSimBase: A database for large scale comparison of protein binding sites,” IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 6, pp. 1423–1434, 2016.","chicago":"Leinweber, M., T. Fober, M. Strickert, L. Baumgärtner, G. Klebe, B. Freisleben, and Eyke Hüllermeier. “CavSimBase: A Database for Large Scale Comparison of Protein Binding Sites.” IEEE Transactions on Knowledge and Data Engineering 28, no. 6 (2016): 1423–34.","apa":"Leinweber, M., Fober, T., Strickert, M., Baumgärtner, L., Klebe, G., Freisleben, B., & Hüllermeier, E. (2016). CavSimBase: A database for large scale comparison of protein binding sites. IEEE Transactions on Knowledge and Data Engineering, 28(6), 1423–1434.","ama":"Leinweber M, Fober T, Strickert M, et al. CavSimBase: A database for large scale comparison of protein binding sites. IEEE Transactions on Knowledge and Data Engineering. 2016;28(6):1423-1434.","mla":"Leinweber, M., et al. “CavSimBase: A Database for Large Scale Comparison of Protein Binding Sites.” IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 6, 2016, pp. 1423–34.","bibtex":"@article{Leinweber_Fober_Strickert_Baumgärtner_Klebe_Freisleben_Hüllermeier_2016, title={CavSimBase: A database for large scale comparison of protein binding sites}, volume={28}, number={6}, journal={IEEE Transactions on Knowledge and Data Engineering}, author={Leinweber, M. and Fober, T. and Strickert, M. and Baumgärtner, L. and Klebe, G. and Freisleben, B. and Hüllermeier, Eyke}, year={2016}, pages={1423–1434} }"},"year":"2016","type":"journal_article","page":"1423-1434","language":[{"iso":"eng"}],"issue":"6","_id":"16041","date_updated":"2022-01-06T06:52:42Z","intvolume":" 28"},{"user_id":"477","title":"Towards Automated Service Composition Under Quality Constraints","author":[{"last_name":"Mohr","first_name":"Felix","full_name":"Mohr, Felix"}],"publisher":"Universität Paderborn","department":[{"_id":"355"}],"status":"public","date_created":"2017-10-17T12:41:19Z","project":[{"name":"SFB 901","_id":"1"},{"_id":"10","name":"SFB 901 - Subprojekt B2"},{"_id":"3","name":"SFB 901 - Project Area B"}],"date_updated":"2022-01-06T06:51:55Z","_id":"141","doi":"10.17619/UNIPB/1-171","supervisor":[{"full_name":"Kleine Büning, Hans","first_name":"Hans","last_name":"Kleine Büning"}],"citation":{"ieee":"F. Mohr, Towards Automated Service Composition Under Quality Constraints. Universität Paderborn, 2016.","short":"F. Mohr, Towards Automated Service Composition Under Quality Constraints, Universität Paderborn, 2016.","bibtex":"@book{Mohr_2016, title={Towards Automated Service Composition Under Quality Constraints}, DOI={10.17619/UNIPB/1-171}, publisher={Universität Paderborn}, author={Mohr, Felix}, year={2016} }","mla":"Mohr, Felix. Towards Automated Service Composition Under Quality Constraints. Universität Paderborn, 2016, doi:10.17619/UNIPB/1-171.","chicago":"Mohr, Felix. Towards Automated Service Composition Under Quality Constraints. Universität Paderborn, 2016. https://doi.org/10.17619/UNIPB/1-171.","ama":"Mohr F. Towards Automated Service Composition Under Quality Constraints. Universität Paderborn; 2016. doi:10.17619/UNIPB/1-171","apa":"Mohr, F. (2016). Towards Automated Service Composition Under Quality Constraints. Universität Paderborn. https://doi.org/10.17619/UNIPB/1-171"},"type":"dissertation","year":"2016"},{"user_id":"49109","title":"Preference Learning","author":[{"last_name":"Fürnkranz","full_name":"Fürnkranz, J.","first_name":"J."},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"}],"publisher":"Springer","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"Encyclopedia of Machine Learning and Data Mining","status":"public","date_created":"2019-06-07T15:52:19Z","editor":[{"first_name":"C.","full_name":"Sammut, C.","last_name":"Sammut"},{"first_name":"G.I.","full_name":"Webb, G.I.","last_name":"Webb"}],"date_updated":"2022-01-06T06:50:31Z","_id":"10214","language":[{"iso":"eng"}],"year":"2016","citation":{"ieee":"J. Fürnkranz and E. Hüllermeier, “Preference Learning,” in Encyclopedia of Machine Learning and Data Mining, C. Sammut and G. I. Webb, Eds. Springer, 2016.","short":"J. Fürnkranz, E. Hüllermeier, in: C. Sammut, G.I. Webb (Eds.), Encyclopedia of Machine Learning and Data Mining, Springer, 2016.","bibtex":"@inbook{Fürnkranz_Hüllermeier_2016, title={Preference Learning}, booktitle={Encyclopedia of Machine Learning and Data Mining}, publisher={Springer}, author={Fürnkranz, J. and Hüllermeier, Eyke}, editor={Sammut, C. and Webb, G.I.Editors}, year={2016} }","mla":"Fürnkranz, J., and Eyke Hüllermeier. “Preference Learning.” Encyclopedia of Machine Learning and Data Mining, edited by C. Sammut and G.I. Webb, Springer, 2016.","chicago":"Fürnkranz, J., and Eyke Hüllermeier. “Preference Learning.” In Encyclopedia of Machine Learning and Data Mining, edited by C. Sammut and G.I. Webb. Springer, 2016.","apa":"Fürnkranz, J., & Hüllermeier, E. (2016). Preference Learning. In C. Sammut & G. I. Webb (Eds.), Encyclopedia of Machine Learning and Data Mining. Springer.","ama":"Fürnkranz J, Hüllermeier E. Preference Learning. In: Sammut C, Webb GI, eds. Encyclopedia of Machine Learning and Data Mining. Springer; 2016."},"type":"book_chapter"},{"_id":"10221","date_updated":"2022-01-06T06:50:32Z","language":[{"iso":"eng"}],"year":"2016","citation":{"ieee":"F. Hoffmann, E. Hüllermeier, and R. Mikut, Eds., Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany. 2016.","short":"F. Hoffmann, E. Hüllermeier, R. Mikut, eds., Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany, 2016.","bibtex":"@book{Hoffmann_Hüllermeier_Mikut_2016, title={ Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany}, year={2016} }","mla":"Hoffmann, F., et al., editors. Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany. 2016.","apa":"Hoffmann, F., Hüllermeier, E., & Mikut, R. (Eds.). (2016). Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany.","ama":"Hoffmann F, Hüllermeier E, Mikut R, eds. Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany.; 2016.","chicago":"Hoffmann, F., Eyke Hüllermeier, and R. Mikut, eds. Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany, 2016."},"type":"conference_editor","user_id":"49109","title":" Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany","date_created":"2019-06-11T14:40:45Z","status":"public","editor":[{"last_name":"Hoffmann","full_name":"Hoffmann, F.","first_name":"F."},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"},{"last_name":"Mikut","first_name":"R.","full_name":"Mikut, R."}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}]},{"publication":"Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Jasinska","first_name":"K.","full_name":"Jasinska, K."},{"last_name":"Dembczynski","first_name":"K.","full_name":"Dembczynski, K."},{"first_name":"Robert","full_name":"Busa-Fekete, Robert","last_name":"Busa-Fekete"},{"last_name":"Klerx","first_name":"Timo","full_name":"Klerx, Timo"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"date_created":"2019-06-11T14:47:31Z","status":"public","editor":[{"last_name":"Balcan","full_name":"Balcan, M.F.","first_name":"M.F."},{"last_name":"Weinberger","full_name":"Weinberger, K.Q.","first_name":"K.Q."}],"user_id":"49109","title":"Extreme F-measure maximization using sparse probability estimates ","language":[{"iso":"eng"}],"year":"2016","citation":{"bibtex":"@inproceedings{Jasinska_Dembczynski_Busa-Fekete_Klerx_Hüllermeier_2016, title={Extreme F-measure maximization using sparse probability estimates }, booktitle={Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA}, author={Jasinska, K. and Dembczynski, K. and Busa-Fekete, Robert and Klerx, Timo and Hüllermeier, Eyke}, editor={Balcan, M.F. and Weinberger, K.Q.Editors}, year={2016} }","mla":"Jasinska, K., et al. “Extreme F-Measure Maximization Using Sparse Probability Estimates .” Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA, edited by M.F. Balcan and K.Q. Weinberger, 2016.","chicago":"Jasinska, K., K. Dembczynski, Robert Busa-Fekete, Timo Klerx, and Eyke Hüllermeier. “Extreme F-Measure Maximization Using Sparse Probability Estimates .” In Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA, edited by M.F. Balcan and K.Q. Weinberger, 2016.","ama":"Jasinska K, Dembczynski K, Busa-Fekete R, Klerx T, Hüllermeier E. Extreme F-measure maximization using sparse probability estimates . In: Balcan MF, Weinberger KQ, eds. Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA. ; 2016.","apa":"Jasinska, K., Dembczynski, K., Busa-Fekete, R., Klerx, T., & Hüllermeier, E. (2016). Extreme F-measure maximization using sparse probability estimates . In M. F. Balcan & K. Q. Weinberger (Eds.), Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA.","ieee":"K. Jasinska, K. Dembczynski, R. Busa-Fekete, T. Klerx, and E. Hüllermeier, “Extreme F-measure maximization using sparse probability estimates ,” in Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA, 2016.","short":"K. Jasinska, K. Dembczynski, R. Busa-Fekete, T. Klerx, E. Hüllermeier, in: M.F. Balcan, K.Q. Weinberger (Eds.), Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA, 2016."},"type":"conference","date_updated":"2022-01-06T06:50:32Z","_id":"10222"},{"citation":{"ieee":"V. Melnikov and E. Hüllermeier, “Learning to aggregate using uninorms, in Proceedings ECML/PKDD-2016,” in European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy, 2016, pp. 756–771.","short":"V. Melnikov, E. Hüllermeier, in: European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva Del Garda, Italy, 2016, pp. 756–771.","mla":"Melnikov, Vitaly, and Eyke Hüllermeier. “Learning to Aggregate Using Uninorms, in Proceedings ECML/PKDD-2016.” European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva Del Garda, Italy, 2016, pp. 756–71.","bibtex":"@inproceedings{Melnikov_Hüllermeier_2016, title={Learning to aggregate using uninorms, in Proceedings ECML/PKDD-2016}, booktitle={European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy}, author={Melnikov, Vitaly and Hüllermeier, Eyke}, year={2016}, pages={756–771} }","chicago":"Melnikov, Vitaly, and Eyke Hüllermeier. “Learning to Aggregate Using Uninorms, in Proceedings ECML/PKDD-2016.” In European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva Del Garda, Italy, 756–71, 2016.","ama":"Melnikov V, Hüllermeier E. Learning to aggregate using uninorms, in Proceedings ECML/PKDD-2016. In: European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva Del Garda, Italy. ; 2016:756-771.","apa":"Melnikov, V., & Hüllermeier, E. (2016). Learning to aggregate using uninorms, in Proceedings ECML/PKDD-2016. In European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy (pp. 756–771)."},"type":"conference","year":"2016","page":"756-771","language":[{"iso":"eng"}],"_id":"10223","date_updated":"2022-01-06T06:50:32Z","author":[{"last_name":"Melnikov","id":"58747","first_name":"Vitaly","full_name":"Melnikov, Vitaly"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"publication":"European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"status":"public","date_created":"2019-06-11T14:51:30Z","title":"Learning to aggregate using uninorms, in Proceedings ECML/PKDD-2016","user_id":"49109"},{"date_updated":"2022-01-06T06:50:32Z","_id":"10224","page":"511-526","year":"2016","citation":{"chicago":"Dembczynski, K., W. Kotlowski, W. Waegeman, Robert Busa-Fekete, and Eyke Hüllermeier. “Consistency of Probalistic Classifier Trees.” In In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva Del Garda, Italy, 511–26, 2016.","ama":"Dembczynski K, Kotlowski W, Waegeman W, Busa-Fekete R, Hüllermeier E. Consistency of probalistic classifier trees. In: In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva Del Garda, Italy. ; 2016:511-526.","apa":"Dembczynski, K., Kotlowski, W., Waegeman, W., Busa-Fekete, R., & Hüllermeier, E. (2016). Consistency of probalistic classifier trees. In In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy (pp. 511–526).","bibtex":"@inproceedings{Dembczynski_Kotlowski_Waegeman_Busa-Fekete_Hüllermeier_2016, title={Consistency of probalistic classifier trees}, booktitle={In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy}, author={Dembczynski, K. and Kotlowski, W. and Waegeman, W. and Busa-Fekete, Robert and Hüllermeier, Eyke}, year={2016}, pages={511–526} }","mla":"Dembczynski, K., et al. “Consistency of Probalistic Classifier Trees.” In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva Del Garda, Italy, 2016, pp. 511–26.","short":"K. Dembczynski, W. Kotlowski, W. Waegeman, R. Busa-Fekete, E. Hüllermeier, in: In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva Del Garda, Italy, 2016, pp. 511–526.","ieee":"K. Dembczynski, W. Kotlowski, W. Waegeman, R. Busa-Fekete, and E. Hüllermeier, “Consistency of probalistic classifier trees,” in In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy, 2016, pp. 511–526."},"type":"conference","language":[{"iso":"eng"}],"title":"Consistency of probalistic classifier trees","user_id":"49109","publication":"In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Dembczynski","full_name":"Dembczynski, K.","first_name":"K."},{"last_name":"Kotlowski","first_name":"W.","full_name":"Kotlowski, W."},{"last_name":"Waegeman","full_name":"Waegeman, W.","first_name":"W."},{"full_name":"Busa-Fekete, Robert","first_name":"Robert","last_name":"Busa-Fekete"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"date_created":"2019-06-11T14:56:02Z","status":"public"},{"user_id":"49109","title":"Predicting the electricity consumption of buildings: An improved CBR approach","date_created":"2019-06-11T15:00:49Z","status":"public","publication":"In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Shabani","full_name":"Shabani, Aulon","first_name":"Aulon"},{"last_name":"Paul","first_name":"Adil","full_name":"Paul, Adil"},{"full_name":"Platon, R.","first_name":"R.","last_name":"Platon"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"date_updated":"2022-01-06T06:50:32Z","_id":"10225","language":[{"iso":"eng"}],"page":"356-369","year":"2016","citation":{"mla":"Shabani, Aulon, et al. “Predicting the Electricity Consumption of Buildings: An Improved CBR Approach.” In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA, 2016, pp. 356–69.","bibtex":"@inproceedings{Shabani_Paul_Platon_Hüllermeier_2016, title={Predicting the electricity consumption of buildings: An improved CBR approach}, booktitle={In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA}, author={Shabani, Aulon and Paul, Adil and Platon, R. and Hüllermeier, Eyke}, year={2016}, pages={356–369} }","apa":"Shabani, A., Paul, A., Platon, R., & Hüllermeier, E. (2016). Predicting the electricity consumption of buildings: An improved CBR approach. In In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA (pp. 356–369).","ama":"Shabani A, Paul A, Platon R, Hüllermeier E. Predicting the electricity consumption of buildings: An improved CBR approach. In: In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA. ; 2016:356-369.","chicago":"Shabani, Aulon, Adil Paul, R. Platon, and Eyke Hüllermeier. “Predicting the Electricity Consumption of Buildings: An Improved CBR Approach.” In In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA, 356–69, 2016.","ieee":"A. Shabani, A. Paul, R. Platon, and E. Hüllermeier, “Predicting the electricity consumption of buildings: An improved CBR approach,” in In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA, 2016, pp. 356–369.","short":"A. Shabani, A. Paul, R. Platon, E. Hüllermeier, in: In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA, 2016, pp. 356–369."},"type":"conference"},{"_id":"10226","date_updated":"2022-01-06T06:50:32Z","language":[{"iso":"eng"}],"page":"450-461","citation":{"short":"K. Pfannschmidt, E. Hüllermeier, S. Held, R. Neiger, in: In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, Springer, 2016, pp. 450–461.","ieee":"K. Pfannschmidt, E. Hüllermeier, S. Held, and R. Neiger, “Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts,” in In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, 2016, pp. 450–461.","chicago":"Pfannschmidt, Karlson, Eyke Hüllermeier, S. Held, and R. Neiger. “Evaluating Tests in Medical Diagnosis-Combining Machine Learning with Game-Theoretical Concepts.” In In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, 450–61. Springer, 2016.","apa":"Pfannschmidt, K., Hüllermeier, E., Held, S., & Neiger, R. (2016). Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts. In In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands (pp. 450–461). Springer.","ama":"Pfannschmidt K, Hüllermeier E, Held S, Neiger R. Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts. In: In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands. Springer; 2016:450-461.","mla":"Pfannschmidt, Karlson, et al. “Evaluating Tests in Medical Diagnosis-Combining Machine Learning with Game-Theoretical Concepts.” In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, Springer, 2016, pp. 450–61.","bibtex":"@inproceedings{Pfannschmidt_Hüllermeier_Held_Neiger_2016, title={Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts}, booktitle={In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands}, publisher={Springer}, author={Pfannschmidt, Karlson and Hüllermeier, Eyke and Held, S. and Neiger, R.}, year={2016}, pages={450–461} }"},"year":"2016","type":"conference","user_id":"49109","title":"Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts","date_created":"2019-06-11T15:11:54Z","status":"public","publication":"In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publisher":"Springer","author":[{"last_name":"Pfannschmidt","id":"13472","first_name":"Karlson","orcid":"0000-0001-9407-7903","full_name":"Pfannschmidt, Karlson"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"},{"last_name":"Held","full_name":"Held, S.","first_name":"S."},{"last_name":"Neiger","first_name":"R.","full_name":"Neiger, R."}]},{"type":"conference","year":"2016","citation":{"bibtex":"@inproceedings{Labreuche_Hüllermeier_Vojtas_Fallah Tehrani_2016, title={On the Identifiability of models in multi-criteria preference learning }, booktitle={Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning}, author={Labreuche, C. and Hüllermeier, Eyke and Vojtas, P. and Fallah Tehrani, A.}, editor={Busa-Fekete, Robert and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }","mla":"Labreuche, C., et al. “On the Identifiability of Models in Multi-Criteria Preference Learning .” Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, edited by Robert Busa-Fekete et al., 2016.","apa":"Labreuche, C., Hüllermeier, E., Vojtas, P., & Fallah Tehrani, A. (2016). On the Identifiability of models in multi-criteria preference learning . In R. Busa-Fekete, E. Hüllermeier, V. Mousseau, & K. Pfannschmidt (Eds.), Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning.","ama":"Labreuche C, Hüllermeier E, Vojtas P, Fallah Tehrani A. On the Identifiability of models in multi-criteria preference learning . In: Busa-Fekete R, Hüllermeier E, Mousseau V, Pfannschmidt K, eds. Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning. ; 2016.","chicago":"Labreuche, C., Eyke Hüllermeier, P. Vojtas, and A. Fallah Tehrani. “On the Identifiability of Models in Multi-Criteria Preference Learning .” In Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, edited by Robert Busa-Fekete, Eyke Hüllermeier, V. Mousseau, and Karlson Pfannschmidt, 2016.","ieee":"C. Labreuche, E. Hüllermeier, P. Vojtas, and A. Fallah Tehrani, “On the Identifiability of models in multi-criteria preference learning ,” in Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, 2016.","short":"C. Labreuche, E. Hüllermeier, P. Vojtas, A. Fallah Tehrani, in: R. Busa-Fekete, E. Hüllermeier, V. Mousseau, K. Pfannschmidt (Eds.), Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, 2016."},"language":[{"iso":"eng"}],"_id":"10227","date_updated":"2022-01-06T06:50:32Z","author":[{"last_name":"Labreuche","full_name":"Labreuche, C.","first_name":"C."},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"},{"first_name":"P.","full_name":"Vojtas, P.","last_name":"Vojtas"},{"last_name":"Fallah Tehrani","first_name":"A.","full_name":"Fallah Tehrani, A."}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning","editor":[{"first_name":"Robert","full_name":"Busa-Fekete, Robert","last_name":"Busa-Fekete"},{"last_name":"Hüllermeier","first_name":"Eyke","full_name":"Hüllermeier, Eyke"},{"full_name":"Mousseau, V.","first_name":"V.","last_name":"Mousseau"},{"full_name":"Pfannschmidt, Karlson","first_name":"Karlson","last_name":"Pfannschmidt"}],"status":"public","date_created":"2019-06-11T15:34:48Z","title":"On the Identifiability of models in multi-criteria preference learning ","user_id":"49109"},{"_id":"10228","date_updated":"2022-01-06T06:50:32Z","language":[{"iso":"eng"}],"year":"2016","type":"conference","citation":{"short":"D. Schäfer, E. Hüllermeier, in: R. Busa-Fekete, E. Hüllermeier, V. Mousseau, K. Pfannschmidt (Eds.), Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, 2016.","ieee":"D. Schäfer and E. Hüllermeier, “Preference-Based Reinforcement Learning Using Dyad Ranking,” in Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, 2016.","apa":"Schäfer, D., & Hüllermeier, E. (2016). Preference-Based Reinforcement Learning Using Dyad Ranking. In R. Busa-Fekete, E. Hüllermeier, V. Mousseau, & K. Pfannschmidt (Eds.), Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning.","ama":"Schäfer D, Hüllermeier E. Preference-Based Reinforcement Learning Using Dyad Ranking. In: Busa-Fekete R, Hüllermeier E, Mousseau V, Pfannschmidt K, eds. Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning. ; 2016.","chicago":"Schäfer, Dirk, and Eyke Hüllermeier. “Preference-Based Reinforcement Learning Using Dyad Ranking.” In Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, edited by Robert Busa-Fekete, Eyke Hüllermeier, V. Mousseau, and Karlson Pfannschmidt, 2016.","mla":"Schäfer, Dirk, and Eyke Hüllermeier. “Preference-Based Reinforcement Learning Using Dyad Ranking.” Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, edited by Robert Busa-Fekete et al., 2016.","bibtex":"@inproceedings{Schäfer_Hüllermeier_2016, title={Preference-Based Reinforcement Learning Using Dyad Ranking}, booktitle={Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning}, author={Schäfer, Dirk and Hüllermeier, Eyke}, editor={Busa-Fekete, Robert and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }"},"user_id":"49109","title":"Preference-Based Reinforcement Learning Using Dyad Ranking","author":[{"first_name":"Dirk","full_name":"Schäfer, Dirk","last_name":"Schäfer"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"publication":"Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"status":"public","date_created":"2019-06-11T15:37:51Z","editor":[{"last_name":"Busa-Fekete","first_name":"Robert","full_name":"Busa-Fekete, Robert"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"},{"last_name":"Mousseau","first_name":"V.","full_name":"Mousseau, V."},{"full_name":"Pfannschmidt, Karlson","first_name":"Karlson","last_name":"Pfannschmidt"}]},{"editor":[{"first_name":"Robert","full_name":"Busa-Fekete, Robert","last_name":"Busa-Fekete"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"},{"first_name":"V.","full_name":"Mousseau, V.","last_name":"Mousseau"},{"last_name":"Pfannschmidt","full_name":"Pfannschmidt, Karlson","first_name":"Karlson"}],"date_created":"2019-06-11T15:41:55Z","status":"public","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning","author":[{"last_name":"Couso","full_name":"Couso, Ines","first_name":"Ines"},{"last_name":"Ahmadi Fahandar","first_name":"Mohsen","full_name":"Ahmadi Fahandar, Mohsen"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"}],"title":"Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators","user_id":"49109","year":"2016","type":"conference","citation":{"bibtex":"@inproceedings{Couso_Ahmadi Fahandar_Hüllermeier_2016, title={Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators}, booktitle={Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning}, author={Couso, Ines and Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke}, editor={Busa-Fekete, Robert and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }","mla":"Couso, Ines, et al. “Statistical Inference for Incomplete Ranking Data: A Comparison of Two Likelihood-Based Estimators.” Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, edited by Robert Busa-Fekete et al., 2016.","chicago":"Couso, Ines, Mohsen Ahmadi Fahandar, and Eyke Hüllermeier. “Statistical Inference for Incomplete Ranking Data: A Comparison of Two Likelihood-Based Estimators.” In Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, edited by Robert Busa-Fekete, Eyke Hüllermeier, V. Mousseau, and Karlson Pfannschmidt, 2016.","ama":"Couso I, Ahmadi Fahandar M, Hüllermeier E. Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators. In: Busa-Fekete R, Hüllermeier E, Mousseau V, Pfannschmidt K, eds. Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning. ; 2016.","apa":"Couso, I., Ahmadi Fahandar, M., & Hüllermeier, E. (2016). Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators. In R. Busa-Fekete, E. Hüllermeier, V. Mousseau, & K. Pfannschmidt (Eds.), Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning.","ieee":"I. Couso, M. Ahmadi Fahandar, and E. Hüllermeier, “Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators,” in Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, 2016.","short":"I. Couso, M. Ahmadi Fahandar, E. Hüllermeier, in: R. Busa-Fekete, E. Hüllermeier, V. Mousseau, K. Pfannschmidt (Eds.), Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, 2016."},"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:50:32Z","_id":"10229"},{"_id":"10230","date_updated":"2022-01-06T06:50:32Z","language":[{"iso":"eng"}],"page":"1-8","year":"2016","type":"conference","citation":{"chicago":"Lu, S., and Eyke Hüllermeier. “Support Vector Classification on Noisy Data Using Fuzzy Supersets Losses.” In Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing, edited by F. Hoffmann, Eyke Hüllermeier, and R. Mikut, 1–8, 2016.","apa":"Lu, S., & Hüllermeier, E. (2016). Support vector classification on noisy data using fuzzy supersets losses. In F. Hoffmann, E. Hüllermeier, & R. Mikut (Eds.), Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing (pp. 1–8).","ama":"Lu S, Hüllermeier E. Support vector classification on noisy data using fuzzy supersets losses. In: Hoffmann F, Hüllermeier E, Mikut R, eds. Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing. ; 2016:1-8.","bibtex":"@inproceedings{Lu_Hüllermeier_2016, title={Support vector classification on noisy data using fuzzy supersets losses}, booktitle={Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing}, author={Lu, S. and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, Eyke and Mikut, R.Editors}, year={2016}, pages={1–8} }","mla":"Lu, S., and Eyke Hüllermeier. “Support Vector Classification on Noisy Data Using Fuzzy Supersets Losses.” Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing, edited by F. Hoffmann et al., 2016, pp. 1–8.","short":"S. Lu, E. Hüllermeier, in: F. Hoffmann, E. Hüllermeier, R. Mikut (Eds.), Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing, 2016, pp. 1–8.","ieee":"S. Lu and E. Hüllermeier, “Support vector classification on noisy data using fuzzy supersets losses,” in Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing, 2016, pp. 1–8."},"user_id":"49109","title":"Support vector classification on noisy data using fuzzy supersets losses","date_created":"2019-06-11T15:46:58Z","status":"public","editor":[{"last_name":"Hoffmann","first_name":"F.","full_name":"Hoffmann, F."},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"},{"last_name":"Mikut","first_name":"R.","full_name":"Mikut, R."}],"publication":"Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"full_name":"Lu, S.","first_name":"S.","last_name":"Lu"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}]},{"year":"2016","type":"conference","citation":{"ama":"Schäfer D, Hüllermeier E. Plackett-Luce networks for dyad ranking. In: In Workshop LWDA “Lernen, Wissen, Daten, Analysen.” ; 2016.","apa":"Schäfer, D., & Hüllermeier, E. (2016). Plackett-Luce networks for dyad ranking. In In Workshop LWDA “Lernen, Wissen, Daten, Analysen.”","chicago":"Schäfer, Dirk, and Eyke Hüllermeier. “Plackett-Luce Networks for Dyad Ranking.” In In Workshop LWDA “Lernen, Wissen, Daten, Analysen,” 2016.","bibtex":"@inproceedings{Schäfer_Hüllermeier_2016, title={Plackett-Luce networks for dyad ranking}, booktitle={In Workshop LWDA “Lernen, Wissen, Daten, Analysen”}, author={Schäfer, Dirk and Hüllermeier, Eyke}, year={2016} }","mla":"Schäfer, Dirk, and Eyke Hüllermeier. “Plackett-Luce Networks for Dyad Ranking.” In Workshop LWDA “Lernen, Wissen, Daten, Analysen,” 2016.","short":"D. Schäfer, E. Hüllermeier, in: In Workshop LWDA “Lernen, Wissen, Daten, Analysen,” 2016.","ieee":"D. Schäfer and E. Hüllermeier, “Plackett-Luce networks for dyad ranking,” in In Workshop LWDA “Lernen, Wissen, Daten, Analysen,” 2016."},"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:50:32Z","_id":"10231","status":"public","date_created":"2019-06-11T15:49:26Z","author":[{"last_name":"Schäfer","first_name":"Dirk","full_name":"Schäfer, Dirk"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"In Workshop LWDA \"Lernen, Wissen, Daten, Analysen\"","title":"Plackett-Luce networks for dyad ranking","user_id":"49109"},{"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publisher":"IOS Press","volume":285,"editor":[{"last_name":"Kaminka","first_name":"G.A.","full_name":"Kaminka, G.A."},{"first_name":"M.","full_name":"Fox, M.","last_name":"Fox"},{"last_name":"Bouquet","full_name":"Bouquet, P.","first_name":"P."},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"},{"last_name":"Dignum","full_name":"Dignum, V.","first_name":"V."},{"last_name":"Dignum","full_name":"Dignum, F.","first_name":"F."},{"last_name":"van Harmelen","first_name":"F.","full_name":"van Harmelen, F."}],"date_created":"2019-06-18T15:07:10Z","status":"public","place":"The Hague, The Netherlands","title":"ECAI 2016, 22nd European Conference on Artificial Intelligence, including PAIS 2016, Prestigious Applications of Artificial Intelligence","user_id":"49109","series_title":"Frontiers in Artificial Intelligence and Applications, The Hague, The Netherlands","citation":{"ieee":"G. A. Kaminka et al., Eds., ECAI 2016, 22nd European Conference on Artificial Intelligence, including PAIS 2016, Prestigious Applications of Artificial Intelligence, vol. 285. The Hague, The Netherlands: IOS Press, 2016.","short":"G.A. Kaminka, M. Fox, P. Bouquet, E. Hüllermeier, V. Dignum, F. Dignum, F. van Harmelen, eds., ECAI 2016, 22nd European Conference on Artificial Intelligence, Including PAIS 2016, Prestigious Applications of Artificial Intelligence, IOS Press, The Hague, The Netherlands, 2016.","mla":"Kaminka, G. A., et al., editors. ECAI 2016, 22nd European Conference on Artificial Intelligence, Including PAIS 2016, Prestigious Applications of Artificial Intelligence. Vol. 285, IOS Press, 2016.","bibtex":"@book{Kaminka_Fox_Bouquet_Hüllermeier_Dignum_Dignum_van Harmelen_2016, place={The Hague, The Netherlands}, series={Frontiers in Artificial Intelligence and Applications, The Hague, The Netherlands}, title={ECAI 2016, 22nd European Conference on Artificial Intelligence, including PAIS 2016, Prestigious Applications of Artificial Intelligence}, volume={285}, publisher={IOS Press}, year={2016}, collection={Frontiers in Artificial Intelligence and Applications, The Hague, The Netherlands} }","apa":"Kaminka, G. A., Fox, M., Bouquet, P., Hüllermeier, E., Dignum, V., Dignum, F., & van Harmelen, F. (Eds.). (2016). ECAI 2016, 22nd European Conference on Artificial Intelligence, including PAIS 2016, Prestigious Applications of Artificial Intelligence (Vol. 285). The Hague, The Netherlands: IOS Press.","ama":"Kaminka GA, Fox M, Bouquet P, et al., eds. ECAI 2016, 22nd European Conference on Artificial Intelligence, Including PAIS 2016, Prestigious Applications of Artificial Intelligence. Vol 285. The Hague, The Netherlands: IOS Press; 2016.","chicago":"Kaminka, G.A., M. Fox, P. Bouquet, Eyke Hüllermeier, V. Dignum, F. Dignum, and F. van Harmelen, eds. ECAI 2016, 22nd European Conference on Artificial Intelligence, Including PAIS 2016, Prestigious Applications of Artificial Intelligence. Vol. 285. Frontiers in Artificial Intelligence and Applications, The Hague, The Netherlands. The Hague, The Netherlands: IOS Press, 2016."},"type":"conference_editor","year":"2016","language":[{"iso":"eng"}],"_id":"10263","intvolume":" 285","date_updated":"2022-01-06T06:50:33Z"},{"publication":"IEEE Transactions on Knowledge and Data Engineering","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Leinweber","full_name":"Leinweber, M.","first_name":"M."},{"first_name":"T.","full_name":"Fober, T.","last_name":"Fober"},{"full_name":"Strickert, M.","first_name":"M.","last_name":"Strickert"},{"last_name":"Baumgärtner","full_name":"Baumgärtner, L.","first_name":"L."},{"last_name":"Klebe","full_name":"Klebe, G.","first_name":"G."},{"full_name":"Freisleben, B.","first_name":"B.","last_name":"Freisleben"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"date_created":"2019-06-18T15:29:05Z","status":"public","volume":28,"user_id":"49109","title":"CavSimBase: A database for large scale comparison of protein binding sites","language":[{"iso":"eng"}],"page":"1423-1434","citation":{"ieee":"M. Leinweber et al., “CavSimBase: A database for large scale comparison of protein binding sites,” IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 6, pp. 1423–1434, 2016.","short":"M. Leinweber, T. Fober, M. Strickert, L. Baumgärtner, G. Klebe, B. Freisleben, E. Hüllermeier, IEEE Transactions on Knowledge and Data Engineering 28 (2016) 1423–1434.","bibtex":"@article{Leinweber_Fober_Strickert_Baumgärtner_Klebe_Freisleben_Hüllermeier_2016, title={CavSimBase: A database for large scale comparison of protein binding sites}, volume={28}, number={6}, journal={IEEE Transactions on Knowledge and Data Engineering}, author={Leinweber, M. and Fober, T. and Strickert, M. and Baumgärtner, L. and Klebe, G. and Freisleben, B. and Hüllermeier, Eyke}, year={2016}, pages={1423–1434} }","mla":"Leinweber, M., et al. “CavSimBase: A Database for Large Scale Comparison of Protein Binding Sites.” IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 6, 2016, pp. 1423–34.","chicago":"Leinweber, M., T. Fober, M. Strickert, L. Baumgärtner, G. Klebe, B. Freisleben, and Eyke Hüllermeier. “CavSimBase: A Database for Large Scale Comparison of Protein Binding Sites.” IEEE Transactions on Knowledge and Data Engineering 28, no. 6 (2016): 1423–34.","ama":"Leinweber M, Fober T, Strickert M, et al. CavSimBase: A database for large scale comparison of protein binding sites. IEEE Transactions on Knowledge and Data Engineering. 2016;28(6):1423-1434.","apa":"Leinweber, M., Fober, T., Strickert, M., Baumgärtner, L., Klebe, G., Freisleben, B., & Hüllermeier, E. (2016). CavSimBase: A database for large scale comparison of protein binding sites. IEEE Transactions on Knowledge and Data Engineering, 28(6), 1423–1434."},"type":"journal_article","year":"2016","_id":"10264","intvolume":" 28","date_updated":"2022-01-06T06:50:33Z","issue":"6"},{"publication":"BioData Mining","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Riemenschneider","first_name":"M.","full_name":"Riemenschneider, M."},{"full_name":"Senge, Robin","first_name":"Robin","last_name":"Senge"},{"full_name":"Neumann, U.","first_name":"U.","last_name":"Neumann"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"},{"last_name":"Heider","first_name":"D.","full_name":"Heider, D."}],"volume":9,"date_created":"2019-06-18T15:37:19Z","status":"public","title":"Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification","user_id":"49109","year":"2016","type":"journal_article","citation":{"ieee":"M. Riemenschneider, R. Senge, U. Neumann, E. Hüllermeier, and D. Heider, “Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification,” BioData Mining, vol. 9, no. 10, 2016.","short":"M. Riemenschneider, R. Senge, U. Neumann, E. Hüllermeier, D. Heider, BioData Mining 9 (2016).","bibtex":"@article{Riemenschneider_Senge_Neumann_Hüllermeier_Heider_2016, title={Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification}, volume={9}, number={10}, journal={BioData Mining}, author={Riemenschneider, M. and Senge, Robin and Neumann, U. and Hüllermeier, Eyke and Heider, D.}, year={2016} }","mla":"Riemenschneider, M., et al. “Exploiting HIV-1 Protease and Reverse Transcriptase Cross-Resistance Information for Improved Drug Resistance Prediction by Means of Multi-Label Classification.” BioData Mining, vol. 9, no. 10, 2016.","chicago":"Riemenschneider, M., Robin Senge, U. Neumann, Eyke Hüllermeier, and D. Heider. “Exploiting HIV-1 Protease and Reverse Transcriptase Cross-Resistance Information for Improved Drug Resistance Prediction by Means of Multi-Label Classification.” BioData Mining 9, no. 10 (2016).","apa":"Riemenschneider, M., Senge, R., Neumann, U., Hüllermeier, E., & Heider, D. (2016). Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification. BioData Mining, 9(10).","ama":"Riemenschneider M, Senge R, Neumann U, Hüllermeier E, Heider D. Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification. BioData Mining. 2016;9(10)."},"language":[{"iso":"eng"}],"_id":"10266","date_updated":"2022-01-06T06:50:33Z","intvolume":" 9","issue":"10"},{"title":"Market-Specific Service Compositions: Specification and Matching","department":[{"_id":"66"},{"_id":"76"},{"_id":"355"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"_id":"3","name":"SFB 901 - Project Area B"}],"date_updated":"2022-01-06T06:57:49Z","doi":"10.1109/SERVICES.2015.58","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"The Collaborative Research Centre \"On-The-Fly Computing\" works on foundations and principles for the vision of the Future Internet. It proposes the paradigm of On-The-Fly Computing, which tackles emerging worldwide service markets. In these markets, service providers trade software, platform, and infrastructure as a service. Service requesters state requirements on services. To satisfy these requirements, the new role of brokers, who are (human) actors building service compositions on the fly, is introduced. Brokers have to specify service compositions formally and comprehensively using a domain-specific language (DSL), and to use service matching for the discovery of the constituent services available in the market. The broker's choice of the DSL and matching approaches influences her success of building compositions as distinctive properties of different service markets play a significant role. In this paper, we propose a new approach of engineering a situation-specific DSL by customizing a comprehensive, modular DSL and its matching for given service market properties. This enables the broker to create market-specific composition specifications and to perform market-specific service matching. As a result, the broker builds service compositions satisfying the requester's requirements more accurately. We evaluated the presented concepts using case studies in service markets for tourism and university management."}],"ddc":["040"],"user_id":"477","publication":"Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet","file_date_updated":"2018-03-21T09:26:04Z","author":[{"last_name":"Arifulina","first_name":"Svetlana","full_name":"Arifulina, Svetlana"},{"last_name":"Platenius","full_name":"Platenius, Marie Christin","first_name":"Marie Christin"},{"last_name":"Mohr","first_name":"Felix","full_name":"Mohr, Felix"},{"id":"107","last_name":"Engels","full_name":"Engels, Gregor","first_name":"Gregor"},{"last_name":"Schäfer","full_name":"Schäfer, Wilhelm","first_name":"Wilhelm"}],"file":[{"relation":"main_file","success":1,"content_type":"application/pdf","date_updated":"2018-03-21T09:26:04Z","file_id":"1470","creator":"florida","file_size":234260,"access_level":"closed","date_created":"2018-03-21T09:26:04Z","file_name":"280-07196546.pdf"}],"date_created":"2017-10-17T12:41:46Z","status":"public","has_accepted_license":"1","_id":"280","page":"333--340","type":"conference","year":"2015","citation":{"bibtex":"@inproceedings{Arifulina_Platenius_Mohr_Engels_Schäfer_2015, title={Market-Specific Service Compositions: Specification and Matching}, DOI={10.1109/SERVICES.2015.58}, booktitle={Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet}, author={Arifulina, Svetlana and Platenius, Marie Christin and Mohr, Felix and Engels, Gregor and Schäfer, Wilhelm}, year={2015}, pages={333--340} }","mla":"Arifulina, Svetlana, et al. “Market-Specific Service Compositions: Specification and Matching.” Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet, 2015, pp. 333--340, doi:10.1109/SERVICES.2015.58.","chicago":"Arifulina, Svetlana, Marie Christin Platenius, Felix Mohr, Gregor Engels, and Wilhelm Schäfer. “Market-Specific Service Compositions: Specification and Matching.” In Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet, 333--340, 2015. https://doi.org/10.1109/SERVICES.2015.58.","ama":"Arifulina S, Platenius MC, Mohr F, Engels G, Schäfer W. Market-Specific Service Compositions: Specification and Matching. In: Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet. ; 2015:333--340. doi:10.1109/SERVICES.2015.58","apa":"Arifulina, S., Platenius, M. C., Mohr, F., Engels, G., & Schäfer, W. (2015). Market-Specific Service Compositions: Specification and Matching. In Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet (pp. 333--340). https://doi.org/10.1109/SERVICES.2015.58","ieee":"S. Arifulina, M. C. Platenius, F. Mohr, G. Engels, and W. Schäfer, “Market-Specific Service Compositions: Specification and Matching,” in Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet, 2015, pp. 333--340.","short":"S. Arifulina, M.C. Platenius, F. Mohr, G. Engels, W. Schäfer, in: Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet, 2015, pp. 333--340."}},{"title":"An approach towards adaptive service composition in markets of composed services","project":[{"name":"SFB 901","_id":"1"},{"_id":"10","name":"SFB 901 - Subprojekt B2"},{"name":"SFB 901 - Project Area B","_id":"3"}],"department":[{"_id":"355"}],"doi":"10.1186/s13174-015-0022-8","date_updated":"2022-01-06T06:59:06Z","language":[{"iso":"eng"}],"user_id":"477","ddc":["040"],"abstract":[{"text":"On-the-fly composition of service-based software solutions is still a challenging task. Even more challenges emerge when facing automatic service composition in markets of composed services for end users. In this paper, we focus on the functional discrepancy between “what a user wants” specified in terms of a request and “what a user gets” when executing a composed service. To meet the challenge of functional discrepancy, we propose the combination of existing symbolic composition approaches with machine learning techniques. We developed a learning recommendation system that expands the capabilities of existing composition algorithms to facilitate adaptivity and consequently reduces functional discrepancy. As a representative of symbolic techniques, an Artificial Intelligence planning based approach produces solutions that are correct with respect to formal specifications. Our learning recommendation system supports the symbolic approach in decision-making. Reinforcement Learning techniques enable the recommendation system to adjust its recommendation strategy over time based on user ratings. We implemented the proposed functionality in terms of a prototypical composition framework. Preliminary results from experiments conducted in the image processing domain illustrate the benefit of combining both complementary techniques.","lang":"eng"}],"date_created":"2017-10-17T12:41:55Z","status":"public","has_accepted_license":"1","file":[{"date_created":"2018-03-20T07:39:17Z","file_name":"323-An_approach_towards_adaptive_service_composition_in_markets_of_composed_services.pdf","access_level":"closed","file_size":2842281,"file_id":"1429","creator":"florida","date_updated":"2018-03-20T07:39:17Z","content_type":"application/pdf","relation":"main_file","success":1}],"file_date_updated":"2018-03-20T07:39:17Z","publication":"Journal of Internet Services and Applications","author":[{"last_name":"Jungmann","first_name":"Alexander","full_name":"Jungmann, Alexander"},{"last_name":"Mohr","first_name":"Felix","full_name":"Mohr, Felix"}],"publisher":"Springer","issue":"1","_id":"323","page":"1-18","type":"journal_article","year":"2015","citation":{"ieee":"A. Jungmann and F. Mohr, “An approach towards adaptive service composition in markets of composed services,” Journal of Internet Services and Applications, no. 1, pp. 1–18, 2015.","short":"A. Jungmann, F. Mohr, Journal of Internet Services and Applications (2015) 1–18.","bibtex":"@article{Jungmann_Mohr_2015, title={An approach towards adaptive service composition in markets of composed services}, DOI={10.1186/s13174-015-0022-8}, number={1}, journal={Journal of Internet Services and Applications}, publisher={Springer}, author={Jungmann, Alexander and Mohr, Felix}, year={2015}, pages={1–18} }","mla":"Jungmann, Alexander, and Felix Mohr. “An Approach towards Adaptive Service Composition in Markets of Composed Services.” Journal of Internet Services and Applications, no. 1, Springer, 2015, pp. 1–18, doi:10.1186/s13174-015-0022-8.","chicago":"Jungmann, Alexander, and Felix Mohr. “An Approach towards Adaptive Service Composition in Markets of Composed Services.” Journal of Internet Services and Applications, no. 1 (2015): 1–18. https://doi.org/10.1186/s13174-015-0022-8.","ama":"Jungmann A, Mohr F. An approach towards adaptive service composition in markets of composed services. Journal of Internet Services and Applications. 2015;(1):1-18. doi:10.1186/s13174-015-0022-8","apa":"Jungmann, A., & Mohr, F. (2015). An approach towards adaptive service composition in markets of composed services. Journal of Internet Services and Applications, (1), 1–18. https://doi.org/10.1186/s13174-015-0022-8"}},{"abstract":[{"text":"Services are self-contained software components that can beused platform independent and that aim at maximizing software reuse. Abasic concern in service oriented architectures is to measure the reusabilityof services. One of the most important qualities is the functionalreusability, which indicates how relevant the task is that a service solves.Current metrics for functional reusability of software, however, have verylittle explanatory power and do not accomplish this goal.This paper presents a new approach to estimate the functional reusabilityof services based on their relevance. To this end, it denes the degreeto which a service enables the execution of other services as its contri-bution. Based on the contribution, relevance of services is dened as anestimation for their functional reusability. Explanatory power is obtainedby normalizing relevance values with a reference service. The applicationof the metric to a service test set conrms its supposed capabilities.","lang":"eng"}],"user_id":"477","ddc":["040"],"file":[{"access_level":"closed","file_name":"324-ICSR-Mohr-15.pdf","date_created":"2018-03-20T07:38:44Z","relation":"main_file","success":1,"date_updated":"2018-03-20T07:38:44Z","content_type":"application/pdf","creator":"florida","file_id":"1428","file_size":569475}],"author":[{"last_name":"Mohr","full_name":"Mohr, Felix","first_name":"Felix"}],"publication":"Proceedings of the 14th International Conference on Software Reuse (ICSR)","file_date_updated":"2018-03-20T07:38:44Z","has_accepted_license":"1","status":"public","date_created":"2017-10-17T12:41:55Z","_id":"324","citation":{"apa":"Mohr, F. (2015). A Metric for Functional Reusability of Services. In Proceedings of the 14th International Conference on Software Reuse (ICSR) (pp. 298--313). https://doi.org/10.1007/978-3-319-14130-5_21","ama":"Mohr F. A Metric for Functional Reusability of Services. In: Proceedings of the 14th International Conference on Software Reuse (ICSR). LNCS. ; 2015:298--313. doi:10.1007/978-3-319-14130-5_21","chicago":"Mohr, Felix. “A Metric for Functional Reusability of Services.” In Proceedings of the 14th International Conference on Software Reuse (ICSR), 298--313. LNCS, 2015. https://doi.org/10.1007/978-3-319-14130-5_21.","bibtex":"@inproceedings{Mohr_2015, series={LNCS}, title={A Metric for Functional Reusability of Services}, DOI={10.1007/978-3-319-14130-5_21}, booktitle={Proceedings of the 14th International Conference on Software Reuse (ICSR)}, author={Mohr, Felix}, year={2015}, pages={298--313}, collection={LNCS} }","mla":"Mohr, Felix. “A Metric for Functional Reusability of Services.” Proceedings of the 14th International Conference on Software Reuse (ICSR), 2015, pp. 298--313, doi:10.1007/978-3-319-14130-5_21.","short":"F. Mohr, in: Proceedings of the 14th International Conference on Software Reuse (ICSR), 2015, pp. 298--313.","ieee":"F. Mohr, “A Metric for Functional Reusability of Services,” in Proceedings of the 14th International Conference on Software Reuse (ICSR), 2015, pp. 298--313."},"type":"conference","year":"2015","page":"298--313","title":"A Metric for Functional Reusability of Services","department":[{"_id":"355"}],"project":[{"_id":"1","name":"SFB 901"},{"_id":"10","name":"SFB 901 - Subprojekt B2"},{"_id":"3","name":"SFB 901 - Project Area B"}],"date_updated":"2022-01-06T06:59:07Z","doi":"10.1007/978-3-319-14130-5_21","series_title":"LNCS","language":[{"iso":"eng"}]},{"year":"2015","type":"conference","citation":{"apa":"Mohr, F., Jungmann, A., & Kleine Büning, H. (2015). Automated Online Service Composition. In Proceedings of the 12th IEEE International Conference on Services Computing (SCC) (pp. 57--64). https://doi.org/10.1109/SCC.2015.18","ama":"Mohr F, Jungmann A, Kleine Büning H. Automated Online Service Composition. In: Proceedings of the 12th IEEE International Conference on Services Computing (SCC). ; 2015:57--64. doi:10.1109/SCC.2015.18","chicago":"Mohr, Felix, Alexander Jungmann, and Hans Kleine Büning. “Automated Online Service Composition.” In Proceedings of the 12th IEEE International Conference on Services Computing (SCC), 57--64, 2015. https://doi.org/10.1109/SCC.2015.18.","mla":"Mohr, Felix, et al. “Automated Online Service Composition.” Proceedings of the 12th IEEE International Conference on Services Computing (SCC), 2015, pp. 57--64, doi:10.1109/SCC.2015.18.","bibtex":"@inproceedings{Mohr_Jungmann_Kleine Büning_2015, title={Automated Online Service Composition}, DOI={10.1109/SCC.2015.18}, booktitle={Proceedings of the 12th IEEE International Conference on Services Computing (SCC)}, author={Mohr, Felix and Jungmann, Alexander and Kleine Büning, Hans}, year={2015}, pages={57--64} }","short":"F. Mohr, A. Jungmann, H. Kleine Büning, in: Proceedings of the 12th IEEE International Conference on Services Computing (SCC), 2015, pp. 57--64.","ieee":"F. Mohr, A. Jungmann, and H. Kleine Büning, “Automated Online Service Composition,” in Proceedings of the 12th IEEE International Conference on Services Computing (SCC), 2015, pp. 57--64."},"page":"57--64","_id":"319","has_accepted_license":"1","status":"public","date_created":"2017-10-17T12:41:54Z","file":[{"creator":"florida","file_id":"1434","file_size":345742,"success":1,"relation":"main_file","date_updated":"2018-03-20T07:42:03Z","content_type":"application/pdf","date_created":"2018-03-20T07:42:03Z","file_name":"319-07207336.pdf","access_level":"closed"}],"author":[{"last_name":"Mohr","first_name":"Felix","full_name":"Mohr, Felix"},{"last_name":"Jungmann","first_name":"Alexander","full_name":"Jungmann, Alexander"},{"last_name":"Kleine Büning","full_name":"Kleine Büning, Hans","first_name":"Hans"}],"file_date_updated":"2018-03-20T07:42:03Z","publication":"Proceedings of the 12th IEEE International Conference on Services Computing (SCC)","user_id":"477","ddc":["040"],"abstract":[{"text":"Services are self-contained and platform independent software components that aim at maximizing software reuse. The automated composition of services to a target software artifact has been tackled with many AI techniques, but existing approaches make unreasonably strong assumptions such as a predefined data flow, are limited to tiny problem sizes, ignore non-functional properties, or assume offline service repositories. This paper presents an algorithm that automatically composes services without making such assumptions. We employ a backward search algorithm that starts from an empty composition and prepends service calls to already discovered candidates until a solution is found. Available services are determined during the search process. We implemented our algorithm, performed an experimental evaluation, and compared it to other approaches.","lang":"eng"}],"language":[{"iso":"eng"}],"doi":"10.1109/SCC.2015.18","date_updated":"2022-01-06T06:59:04Z","project":[{"name":"SFB 901","_id":"1"},{"_id":"10","name":"SFB 901 - Subprojekt B2"},{"name":"SFB 901 - Project Area B","_id":"3"}],"department":[{"_id":"355"}],"title":"Automated Online Service Composition"},{"file":[{"file_size":732827,"creator":"ups","file_id":"5316","content_type":"application/pdf","date_updated":"2018-11-02T15:53:23Z","relation":"main_file","success":1,"file_name":"07018950.pdf","date_created":"2018-11-02T15:53:23Z","access_level":"closed"}],"publication":"IEEE Transactions on Fuzzy Systems","file_date_updated":"2018-11-02T15:53:23Z","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","author":[{"last_name":"Senge","first_name":"Robin","full_name":"Senge, Robin"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"}],"date_created":"2018-10-22T06:53:37Z","has_accepted_license":"1","status":"public","volume":23,"user_id":"49109","ddc":["000"],"page":"2024-2033","type":"journal_article","citation":{"ieee":"R. Senge and E. Hüllermeier, “Fast Fuzzy Pattern Tree Learning for Classification,” IEEE Transactions on Fuzzy Systems, vol. 23, no. 6, pp. 2024–2033, 2015.","short":"R. Senge, E. Hüllermeier, IEEE Transactions on Fuzzy Systems 23 (2015) 2024–2033.","bibtex":"@article{Senge_Hüllermeier_2015, title={Fast Fuzzy Pattern Tree Learning for Classification}, volume={23}, DOI={10.1109/tfuzz.2015.2396078}, number={6}, journal={IEEE Transactions on Fuzzy Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Senge, Robin and Hüllermeier, Eyke}, year={2015}, pages={2024–2033} }","mla":"Senge, Robin, and Eyke Hüllermeier. “Fast Fuzzy Pattern Tree Learning for Classification.” IEEE Transactions on Fuzzy Systems, vol. 23, no. 6, Institute of Electrical and Electronics Engineers (IEEE), 2015, pp. 2024–33, doi:10.1109/tfuzz.2015.2396078.","ama":"Senge R, Hüllermeier E. Fast Fuzzy Pattern Tree Learning for Classification. IEEE Transactions on Fuzzy Systems. 2015;23(6):2024-2033. doi:10.1109/tfuzz.2015.2396078","apa":"Senge, R., & Hüllermeier, E. (2015). Fast Fuzzy Pattern Tree Learning for Classification. IEEE Transactions on Fuzzy Systems, 23(6), 2024–2033. https://doi.org/10.1109/tfuzz.2015.2396078","chicago":"Senge, Robin, and Eyke Hüllermeier. “Fast Fuzzy Pattern Tree Learning for Classification.” IEEE Transactions on Fuzzy Systems 23, no. 6 (2015): 2024–33. https://doi.org/10.1109/tfuzz.2015.2396078."},"year":"2015","intvolume":" 23","_id":"4792","issue":"6","department":[{"_id":"355"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B3","_id":"11"}],"publication_identifier":{"issn":["1063-6706","1941-0034"]},"publication_status":"published","title":"Fast Fuzzy Pattern Tree Learning for Classification","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:01:22Z","doi":"10.1109/tfuzz.2015.2396078"},{"_id":"15406","date_updated":"2022-01-06T06:52:23Z","year":"2015","type":"conference","citation":{"ieee":"D. Schäfer and E. Hüllermeier, “Preference-based meta-learning using dyad ranking: Recommending algorithms in cold-start situations,” in in Proceedings of the 2015 international Workshop on Meta-Learning and Algorithm Selection co-located ECML/PKDD, Porto, Portugal, 2015, pp. 110–111.","short":"D. Schäfer, E. Hüllermeier, in: In Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection Co-Located ECML/PKDD, Porto, Portugal, 2015, pp. 110–111.","bibtex":"@inproceedings{Schäfer_Hüllermeier_2015, title={Preference-based meta-learning using dyad ranking: Recommending algorithms in cold-start situations}, booktitle={in Proceedings of the 2015 international Workshop on Meta-Learning and Algorithm Selection co-located ECML/PKDD, Porto, Portugal}, author={Schäfer, D. and Hüllermeier, Eyke}, year={2015}, pages={110–111} }","mla":"Schäfer, D., and Eyke Hüllermeier. “Preference-Based Meta-Learning Using Dyad Ranking: Recommending Algorithms in Cold-Start Situations.” In Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection Co-Located ECML/PKDD, Porto, Portugal, 2015, pp. 110–11.","chicago":"Schäfer, D., and Eyke Hüllermeier. “Preference-Based Meta-Learning Using Dyad Ranking: Recommending Algorithms in Cold-Start Situations.” In In Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection Co-Located ECML/PKDD, Porto, Portugal, 110–11, 2015.","apa":"Schäfer, D., & Hüllermeier, E. (2015). Preference-based meta-learning using dyad ranking: Recommending algorithms in cold-start situations. In in Proceedings of the 2015 international Workshop on Meta-Learning and Algorithm Selection co-located ECML/PKDD, Porto, Portugal (pp. 110–111).","ama":"Schäfer D, Hüllermeier E. Preference-based meta-learning using dyad ranking: Recommending algorithms in cold-start situations. In: In Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection Co-Located ECML/PKDD, Porto, Portugal. ; 2015:110-111."},"page":"110-111","language":[{"iso":"eng"}],"title":"Preference-based meta-learning using dyad ranking: Recommending algorithms in cold-start situations","user_id":"49109","author":[{"first_name":"D.","full_name":"Schäfer, D.","last_name":"Schäfer"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"publication":"in Proceedings of the 2015 international Workshop on Meta-Learning and Algorithm Selection co-located ECML/PKDD, Porto, Portugal","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"status":"public","date_created":"2019-12-19T16:52:09Z"},{"page":"68-77","year":"2015","type":"conference","citation":{"mla":"Paul, Adil, and Eyke Hüllermeier. “A Cbr Approach to the Angry Birds Game.” In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany, 2015, pp. 68–77.","bibtex":"@inproceedings{Paul_Hüllermeier_2015, title={A cbr approach to the angry birds game}, booktitle={In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany}, author={Paul, Adil and Hüllermeier, Eyke}, year={2015}, pages={68–77} }","chicago":"Paul, Adil, and Eyke Hüllermeier. “A Cbr Approach to the Angry Birds Game.” In In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany, 68–77, 2015.","apa":"Paul, A., & Hüllermeier, E. (2015). A cbr approach to the angry birds game. In In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany (pp. 68–77).","ama":"Paul A, Hüllermeier E. A cbr approach to the angry birds game. In: In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany. ; 2015:68-77.","ieee":"A. Paul and E. Hüllermeier, “A cbr approach to the angry birds game,” in In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany, 2015, pp. 68–77.","short":"A. Paul, E. Hüllermeier, in: In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany, 2015, pp. 68–77."},"language":[{"iso":"eng"}],"_id":"15749","date_updated":"2022-01-06T06:52:32Z","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany","author":[{"first_name":"Adil","full_name":"Paul, Adil","last_name":"Paul"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"date_created":"2020-02-03T14:07:45Z","status":"public","title":"A cbr approach to the angry birds game","user_id":"49109"},{"_id":"15750","date_updated":"2022-01-06T06:52:32Z","page":"235-240","year":"2015","type":"conference","citation":{"ieee":"R. Ewerth, A. Balz, J. Gehlhaar, K. Dembczynski, and E. Hüllermeier, “Depth estimation in monocular images: Quantitative versus qualitative approaches,” in In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany, 2015, pp. 235–240.","short":"R. Ewerth, A. Balz, J. Gehlhaar, K. Dembczynski, E. Hüllermeier, in: F. Hoffmann, E. Hüllermeier (Eds.), In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany, KIT Scientific Publishing, 2015, pp. 235–240.","mla":"Ewerth, R., et al. “Depth Estimation in Monocular Images: Quantitative versus Qualitative Approaches.” In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany, edited by F. Hoffmann and Eyke Hüllermeier, KIT Scientific Publishing, 2015, pp. 235–40.","bibtex":"@inproceedings{Ewerth_Balz_Gehlhaar_Dembczynski_Hüllermeier_2015, title={Depth estimation in monocular images: Quantitative versus qualitative approaches}, booktitle={In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany}, publisher={KIT Scientific Publishing}, author={Ewerth, R. and Balz, A. and Gehlhaar, J. and Dembczynski, K. and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2015}, pages={235–240} }","apa":"Ewerth, R., Balz, A., Gehlhaar, J., Dembczynski, K., & Hüllermeier, E. (2015). Depth estimation in monocular images: Quantitative versus qualitative approaches. In F. Hoffmann & E. Hüllermeier (Eds.), In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany (pp. 235–240). KIT Scientific Publishing.","ama":"Ewerth R, Balz A, Gehlhaar J, Dembczynski K, Hüllermeier E. Depth estimation in monocular images: Quantitative versus qualitative approaches. In: Hoffmann F, Hüllermeier E, eds. In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany. KIT Scientific Publishing; 2015:235-240.","chicago":"Ewerth, R., A. Balz, J. Gehlhaar, K. Dembczynski, and Eyke Hüllermeier. “Depth Estimation in Monocular Images: Quantitative versus Qualitative Approaches.” In In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany, edited by F. Hoffmann and Eyke Hüllermeier, 235–40. KIT Scientific Publishing, 2015."},"language":[{"iso":"eng"}],"title":"Depth estimation in monocular images: Quantitative versus qualitative approaches","user_id":"49109","editor":[{"first_name":"F.","full_name":"Hoffmann, F.","last_name":"Hoffmann"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"}],"date_created":"2020-02-03T14:12:59Z","status":"public","publication":"In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publisher":"KIT Scientific Publishing","author":[{"last_name":"Ewerth","first_name":"R.","full_name":"Ewerth, R."},{"full_name":"Balz, A.","first_name":"A.","last_name":"Balz"},{"full_name":"Gehlhaar, J.","first_name":"J.","last_name":"Gehlhaar"},{"last_name":"Dembczynski","first_name":"K.","full_name":"Dembczynski, K."},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}]},{"user_id":"49109","title":"Locally weighted regression through data imprecisiation","publisher":"KIT Scientific Publishing","author":[{"last_name":"Lu","first_name":"S.","full_name":"Lu, S."},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"in Proceedings 25th Workshop Computational Intelligence, Dortmund Germany","status":"public","date_created":"2020-02-03T14:16:31Z","editor":[{"last_name":"Hoffmann","first_name":"F.","full_name":"Hoffmann, F."},{"last_name":"Hüllermeier","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"date_updated":"2022-01-06T06:52:32Z","_id":"15751","language":[{"iso":"eng"}],"year":"2015","citation":{"short":"S. Lu, E. Hüllermeier, in: F. Hoffmann, E. Hüllermeier (Eds.), In Proceedings 25th Workshop Computational Intelligence, Dortmund Germany, KIT Scientific Publishing, 2015, pp. 97–104.","ieee":"S. Lu and E. Hüllermeier, “Locally weighted regression through data imprecisiation,” in in Proceedings 25th Workshop Computational Intelligence, Dortmund Germany, 2015, pp. 97–104.","chicago":"Lu, S., and Eyke Hüllermeier. “Locally Weighted Regression through Data Imprecisiation.” In In Proceedings 25th Workshop Computational Intelligence, Dortmund Germany, edited by F. Hoffmann and Eyke Hüllermeier, 97–104. KIT Scientific Publishing, 2015.","ama":"Lu S, Hüllermeier E. Locally weighted regression through data imprecisiation. In: Hoffmann F, Hüllermeier E, eds. In Proceedings 25th Workshop Computational Intelligence, Dortmund Germany. KIT Scientific Publishing; 2015:97-104.","apa":"Lu, S., & Hüllermeier, E. (2015). Locally weighted regression through data imprecisiation. In F. Hoffmann & E. Hüllermeier (Eds.), in Proceedings 25th Workshop Computational Intelligence, Dortmund Germany (pp. 97–104). KIT Scientific Publishing.","mla":"Lu, S., and Eyke Hüllermeier. “Locally Weighted Regression through Data Imprecisiation.” In Proceedings 25th Workshop Computational Intelligence, Dortmund Germany, edited by F. Hoffmann and Eyke Hüllermeier, KIT Scientific Publishing, 2015, pp. 97–104.","bibtex":"@inproceedings{Lu_Hüllermeier_2015, title={Locally weighted regression through data imprecisiation}, booktitle={in Proceedings 25th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Lu, S. and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2015}, pages={97–104} }"},"type":"conference","page":"97-104"},{"volume":23,"date_created":"2020-02-24T16:15:47Z","status":"public","publication":"IEEE Transactions on Fuzzy Systems","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"first_name":"Robin","full_name":"Senge, Robin","last_name":"Senge"},{"last_name":"Hüllermeier","id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"title":"Fast fuzzy pattern tree learning for classification ","user_id":"49109","page":"2024-2033","year":"2015","citation":{"short":"R. Senge, E. Hüllermeier, IEEE Transactions on Fuzzy Systems 23 (2015) 2024–2033.","ieee":"R. Senge and E. Hüllermeier, “Fast fuzzy pattern tree learning for classification ,” IEEE Transactions on Fuzzy Systems, vol. 23, no. 6, pp. 2024–2033, 2015.","chicago":"Senge, Robin, and Eyke Hüllermeier. “Fast Fuzzy Pattern Tree Learning for Classification .” IEEE Transactions on Fuzzy Systems 23, no. 6 (2015): 2024–33.","ama":"Senge R, Hüllermeier E. Fast fuzzy pattern tree learning for classification . IEEE Transactions on Fuzzy Systems. 2015;23(6):2024-2033.","apa":"Senge, R., & Hüllermeier, E. (2015). Fast fuzzy pattern tree learning for classification . IEEE Transactions on Fuzzy Systems, 23(6), 2024–2033.","mla":"Senge, Robin, and Eyke Hüllermeier. “Fast Fuzzy Pattern Tree Learning for Classification .” IEEE Transactions on Fuzzy Systems, vol. 23, no. 6, 2015, pp. 2024–33.","bibtex":"@article{Senge_Hüllermeier_2015, title={Fast fuzzy pattern tree learning for classification }, volume={23}, number={6}, journal={IEEE Transactions on Fuzzy Systems}, author={Senge, Robin and Hüllermeier, Eyke}, year={2015}, pages={2024–2033} }"},"type":"journal_article","language":[{"iso":"eng"}],"issue":"6","intvolume":" 23","_id":"16049","date_updated":"2022-01-06T06:52:42Z"},{"_id":"16051","intvolume":" 38","date_updated":"2022-01-06T06:52:42Z","issue":"6","year":"2015","type":"journal_article","citation":{"short":"E. Hüllermeier, Informatik Spektrum 38 (2015) 500–509.","ieee":"E. Hüllermeier, “From knowledge-based to data driven fuzzy modeling: Development, criticism and alternative directions,” Informatik Spektrum, vol. 38, no. 6, pp. 500–509, 2015.","chicago":"Hüllermeier, Eyke. “From Knowledge-Based to Data Driven Fuzzy Modeling: Development, Criticism and Alternative Directions.” Informatik Spektrum 38, no. 6 (2015): 500–509.","ama":"Hüllermeier E. From knowledge-based to data driven fuzzy modeling: Development, criticism and alternative directions. Informatik Spektrum. 2015;38(6):500-509.","apa":"Hüllermeier, E. (2015). From knowledge-based to data driven fuzzy modeling: Development, criticism and alternative directions. Informatik Spektrum, 38(6), 500–509.","mla":"Hüllermeier, Eyke. “From Knowledge-Based to Data Driven Fuzzy Modeling: Development, Criticism and Alternative Directions.” Informatik Spektrum, vol. 38, no. 6, 2015, pp. 500–09.","bibtex":"@article{Hüllermeier_2015, title={From knowledge-based to data driven fuzzy modeling: Development, criticism and alternative directions}, volume={38}, number={6}, journal={Informatik Spektrum}, author={Hüllermeier, Eyke}, year={2015}, pages={500–509} }"},"page":"500-509","language":[{"iso":"eng"}],"title":"From knowledge-based to data driven fuzzy modeling: Development, criticism and alternative directions","user_id":"49109","author":[{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"Informatik Spektrum","volume":38,"status":"public","date_created":"2020-02-24T16:19:25Z"},{"citation":{"ieee":"E. Hüllermeier, “Does machine learning need fuzzy logic?,” Fuzzy Sets and Systems, vol. 281, pp. 292–299, 2015.","short":"E. Hüllermeier, Fuzzy Sets and Systems 281 (2015) 292–299.","bibtex":"@article{Hüllermeier_2015, title={Does machine learning need fuzzy logic?}, volume={281}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke}, year={2015}, pages={292–299} }","mla":"Hüllermeier, Eyke. “Does Machine Learning Need Fuzzy Logic?” Fuzzy Sets and Systems, vol. 281, 2015, pp. 292–99.","ama":"Hüllermeier E. Does machine learning need fuzzy logic? Fuzzy Sets and Systems. 2015;281:292-299.","apa":"Hüllermeier, E. (2015). Does machine learning need fuzzy logic? Fuzzy Sets and Systems, 281, 292–299.","chicago":"Hüllermeier, Eyke. “Does Machine Learning Need Fuzzy Logic?” Fuzzy Sets and Systems 281 (2015): 292–99."},"year":"2015","type":"journal_article","page":"292-299","language":[{"iso":"eng"}],"intvolume":" 281","_id":"16053","date_updated":"2022-01-06T06:52:42Z","volume":281,"status":"public","date_created":"2020-02-24T16:22:26Z","author":[{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"Fuzzy Sets and Systems","title":"Does machine learning need fuzzy logic?","user_id":"49109"},{"page":"3313-3368","type":"journal_article","year":"2015","citation":{"ieee":"W. Waegeman, K. Dembczynski, A. Jachnik, W. Cheng, and E. Hüllermeier, “On the Bayes-optimality of F-measure maximizers,” Journal of Machine Learning Research, vol. 15, pp. 3313–3368, 2015.","short":"W. Waegeman, K. Dembczynski, A. Jachnik, W. Cheng, E. Hüllermeier, Journal of Machine Learning Research 15 (2015) 3313–3368.","mla":"Waegeman, W., et al. “On the Bayes-Optimality of F-Measure Maximizers.” Journal of Machine Learning Research, vol. 15, 2015, pp. 3313–68.","bibtex":"@article{Waegeman_Dembczynski_Jachnik_Cheng_Hüllermeier_2015, title={On the Bayes-optimality of F-measure maximizers}, volume={15}, journal={Journal of Machine Learning Research}, author={Waegeman, W. and Dembczynski, K. and Jachnik, A. and Cheng, W. and Hüllermeier, Eyke}, year={2015}, pages={3313–3368} }","apa":"Waegeman, W., Dembczynski, K., Jachnik, A., Cheng, W., & Hüllermeier, E. (2015). On the Bayes-optimality of F-measure maximizers. Journal of Machine Learning Research, 15, 3313–3368.","ama":"Waegeman W, Dembczynski K, Jachnik A, Cheng W, Hüllermeier E. On the Bayes-optimality of F-measure maximizers. Journal of Machine Learning Research. 2015;15:3313-3368.","chicago":"Waegeman, W., K. Dembczynski, A. Jachnik, W. Cheng, and Eyke Hüllermeier. “On the Bayes-Optimality of F-Measure Maximizers.” Journal of Machine Learning Research 15 (2015): 3313–68."},"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:42Z","_id":"16058","intvolume":" 15","publication":"Journal of Machine Learning Research","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"author":[{"last_name":"Waegeman","first_name":"W.","full_name":"Waegeman, W."},{"full_name":"Dembczynski, K.","first_name":"K.","last_name":"Dembczynski"},{"full_name":"Jachnik, A.","first_name":"A.","last_name":"Jachnik"},{"last_name":"Cheng","full_name":"Cheng, W.","first_name":"W."},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"}],"volume":15,"date_created":"2020-02-24T16:29:58Z","status":"public","title":"On the Bayes-optimality of F-measure maximizers","user_id":"49109"},{"citation":{"short":"A. Shaker, E. Hüllermeier, Neurocomputing 150 (2015) 250–264.","ieee":"A. Shaker and E. Hüllermeier, “Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study,” Neurocomputing, vol. 150, pp. 250–264, 2015.","chicago":"Shaker, A., and Eyke Hüllermeier. “Recovery Analysis for Adaptive Learning from Non-Stationary Data Streams: Experimental Design and Case Study.” Neurocomputing 150 (2015): 250–64.","apa":"Shaker, A., & Hüllermeier, E. (2015). Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study. Neurocomputing, 150, 250–264.","ama":"Shaker A, Hüllermeier E. Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study. Neurocomputing. 2015;150:250-264.","mla":"Shaker, A., and Eyke Hüllermeier. “Recovery Analysis for Adaptive Learning from Non-Stationary Data Streams: Experimental Design and Case Study.” Neurocomputing, vol. 150, 2015, pp. 250–64.","bibtex":"@article{Shaker_Hüllermeier_2015, title={Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study}, volume={150}, journal={Neurocomputing}, author={Shaker, A. and Hüllermeier, Eyke}, year={2015}, pages={250–264} }"},"year":"2015","type":"journal_article","page":"250-264","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:42Z","_id":"16067","intvolume":" 150","volume":150,"status":"public","date_created":"2020-02-24T16:42:19Z","author":[{"last_name":"Shaker","first_name":"A.","full_name":"Shaker, A."},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"Neurocomputing","title":"Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study","user_id":"49109"},{"user_id":"49109","title":"Case-Based Reasoning Research and Development ","author":[{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"},{"last_name":"Minor","first_name":"M.","full_name":"Minor, M."}],"publisher":"Springer","publication":"in Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"status":"public","date_created":"2019-06-13T12:45:25Z","date_updated":"2022-01-06T06:50:33Z","_id":"10234","language":[{"iso":"eng"}],"year":"2015","citation":{"short":"E. Hüllermeier, M. Minor, in: In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343, Springer, 2015.","ieee":"E. Hüllermeier and M. Minor, “Case-Based Reasoning Research and Development ,” in in Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343, 2015.","chicago":"Hüllermeier, Eyke, and M. Minor. “Case-Based Reasoning Research and Development .” In In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343. Springer, 2015.","apa":"Hüllermeier, E., & Minor, M. (2015). Case-Based Reasoning Research and Development . In in Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343. Springer.","ama":"Hüllermeier E, Minor M. Case-Based Reasoning Research and Development . In: In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343. Springer; 2015.","bibtex":"@inproceedings{Hüllermeier_Minor_2015, title={Case-Based Reasoning Research and Development }, booktitle={in Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343}, publisher={Springer}, author={Hüllermeier, Eyke and Minor, M.}, year={2015} }","mla":"Hüllermeier, Eyke, and M. Minor. “Case-Based Reasoning Research and Development .” In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343, Springer, 2015."},"type":"conference"},{"language":[{"iso":"eng"}],"type":"conference","year":"2015","citation":{"ieee":"F. Hoffmann and E. Hüllermeier, “Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing,” 2015.","short":"F. Hoffmann, E. Hüllermeier, in: 2015.","bibtex":"@inproceedings{Hoffmann_Hüllermeier_2015, title={Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing}, author={Hoffmann, F. and Hüllermeier, Eyke}, year={2015} }","mla":"Hoffmann, F., and Eyke Hüllermeier. Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing. 2015.","ama":"Hoffmann F, Hüllermeier E. Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing. In: ; 2015.","apa":"Hoffmann, F., & Hüllermeier, E. (2015). Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing.","chicago":"Hoffmann, F., and Eyke Hüllermeier. “Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing,” 2015."},"_id":"10235","date_updated":"2022-01-06T06:50:33Z","status":"public","date_created":"2019-06-13T12:48:18Z","author":[{"first_name":"F.","full_name":"Hoffmann, F.","last_name":"Hoffmann"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"user_id":"49109","title":"Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing"},{"author":[{"full_name":"Abdel-Aziz, A.","first_name":"A.","last_name":"Abdel-Aziz"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"publication":"In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015)","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"status":"public","date_created":"2019-06-13T12:53:23Z","user_id":"49109","title":"Case Base Maintenance in Preference-Based CBR","language":[{"iso":"eng"}],"type":"conference","citation":{"bibtex":"@inproceedings{Abdel-Aziz_Hüllermeier_2015, title={Case Base Maintenance in Preference-Based CBR}, booktitle={In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015)}, author={Abdel-Aziz, A. and Hüllermeier, Eyke}, year={2015}, pages={1–14} }","mla":"Abdel-Aziz, A., and Eyke Hüllermeier. “Case Base Maintenance in Preference-Based CBR.” In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015), 2015, pp. 1–14.","apa":"Abdel-Aziz, A., & Hüllermeier, E. (2015). Case Base Maintenance in Preference-Based CBR. In In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) (pp. 1–14).","ama":"Abdel-Aziz A, Hüllermeier E. Case Base Maintenance in Preference-Based CBR. In: In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015). ; 2015:1-14.","chicago":"Abdel-Aziz, A., and Eyke Hüllermeier. “Case Base Maintenance in Preference-Based CBR.” In In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015), 1–14, 2015.","ieee":"A. Abdel-Aziz and E. Hüllermeier, “Case Base Maintenance in Preference-Based CBR,” in In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015), 2015, pp. 1–14.","short":"A. Abdel-Aziz, E. Hüllermeier, in: In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015), 2015, pp. 1–14."},"year":"2015","page":"1-14","date_updated":"2022-01-06T06:50:33Z","_id":"10236"}]