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Hüllermeier, In Journal of Machine Learning Research 15 (2015) 3333–3388.","mla":"Waegeman, W., et al. “On the Bayes-Optimality of F-Measure Maximizers.” <i>In Journal of Machine Learning Research</i>, vol. 15, 2015, pp. 3333–88."},"year":"2015"},{"language":[{"iso":"eng"}],"user_id":"49109","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"_id":"10320","status":"public","type":"journal_article","publication":"Fuzzy Sets and Systems","title":"Does machine learning need fuzzy logic?","date_created":"2019-06-26T13:07:00Z","author":[{"last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"volume":281,"date_updated":"2022-01-06T06:50:36Z","citation":{"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?” <i>Fuzzy Sets and Systems</i>, vol. 281, 2015, pp. 292–99.","apa":"Hüllermeier, E. (2015). Does machine learning need fuzzy logic? <i>Fuzzy Sets and Systems</i>, <i>281</i>, 292–299.","ieee":"E. Hüllermeier, “Does machine learning need fuzzy logic?,” <i>Fuzzy Sets and Systems</i>, vol. 281, pp. 292–299, 2015.","chicago":"Hüllermeier, Eyke. “Does Machine Learning Need Fuzzy Logic?” <i>Fuzzy Sets and Systems</i> 281 (2015): 292–99.","ama":"Hüllermeier E. 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Pradera. “Overlap Indices: Construction of and Application of Interpolative Fuzzy Systems.” <i>IEEE Transactions on Fuzzy Systems</i> 23, no. 4 (2015): 1259–73.","ieee":"S. Garcia-Jimenez, U. Bustince, E. Hüllermeier, R. Mesiar, N. R. Pal, and A. Pradera, “Overlap Indices: Construction of and Application of Interpolative Fuzzy Systems,” <i>IEEE Transactions on Fuzzy Systems</i>, vol. 23, no. 4, pp. 1259–1273, 2015.","ama":"Garcia-Jimenez S, Bustince U, Hüllermeier E, Mesiar R, Pal NR, Pradera A. Overlap Indices: Construction of and Application of Interpolative Fuzzy Systems. <i>IEEE Transactions on Fuzzy Systems</i>. 2015;23(4):1259-1273."},"intvolume":"        23","page":"1259-1273"},{"issue":"6","intvolume":"        23","page":"2024-2033","citation":{"ama":"Senge R, Hüllermeier E. Fast Fuzzy Pattern Tree Learning of Classification. <i>IEEE Transactions on Fuzzy Systems</i>. 2015;23(6):2024-2033.","ieee":"R. Senge and E. Hüllermeier, “Fast Fuzzy Pattern Tree Learning of Classification,” <i>IEEE Transactions on Fuzzy Systems</i>, vol. 23, no. 6, pp. 2024–2033, 2015.","chicago":"Senge, Robin, and Eyke Hüllermeier. “Fast Fuzzy Pattern Tree Learning of Classification.” <i>IEEE Transactions on Fuzzy Systems</i> 23, no. 6 (2015): 2024–33.","apa":"Senge, R., &#38; Hüllermeier, E. (2015). Fast Fuzzy Pattern Tree Learning of Classification. <i>IEEE Transactions on Fuzzy Systems</i>, <i>23</i>(6), 2024–2033.","bibtex":"@article{Senge_Hüllermeier_2015, title={Fast Fuzzy Pattern Tree Learning of Classification}, volume={23}, number={6}, journal={IEEE Transactions on Fuzzy Systems}, author={Senge, Robin and Hüllermeier, Eyke}, year={2015}, pages={2024–2033} }","mla":"Senge, Robin, and Eyke Hüllermeier. “Fast Fuzzy Pattern Tree Learning of Classification.” <i>IEEE Transactions on Fuzzy Systems</i>, vol. 23, no. 6, 2015, pp. 2024–33.","short":"R. Senge, E. Hüllermeier, IEEE Transactions on Fuzzy Systems 23 (2015) 2024–2033."},"year":"2015","volume":23,"author":[{"first_name":"Robin","last_name":"Senge","full_name":"Senge, Robin"},{"id":"48129","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","first_name":"Eyke"}],"date_created":"2019-06-26T13:20:43Z","date_updated":"2022-01-06T06:50:36Z","title":"Fast Fuzzy Pattern Tree Learning of Classification","publication":"IEEE Transactions on Fuzzy Systems","type":"journal_article","status":"public","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"user_id":"49109","_id":"10324","language":[{"iso":"eng"}]},{"user_id":"66937","department":[{"_id":"355"}],"_id":"24155","extern":"1","language":[{"iso":"eng"}],"type":"journal_article","publication":"Graphs and Combinatorics","status":"public","author":[{"last_name":"Basavaraju","full_name":"Basavaraju, Manu","first_name":"Manu"},{"full_name":"Chandran, L Sunil","last_name":"Chandran","first_name":"L Sunil"},{"first_name":"Deepak","full_name":"Rajendraprasad, Deepak","last_name":"Rajendraprasad"},{"last_name":"Ramaswamy","orcid":"https://orcid.org/ 0000-0001-7547-8111","id":"66937","full_name":"Ramaswamy, Arunselvan","first_name":"Arunselvan"}],"date_created":"2021-09-10T10:22:23Z","volume":30,"date_updated":"2022-01-06T06:56:08Z","publisher":"Springer","title":"Rainbow connection number of graph power and graph products","issue":"6","citation":{"ieee":"M. Basavaraju, L. S. Chandran, D. Rajendraprasad, and A. Ramaswamy, “Rainbow connection number of graph power and graph products,” <i>Graphs and Combinatorics</i>, vol. 30, no. 6, pp. 1363–1382, 2014.","chicago":"Basavaraju, Manu, L Sunil Chandran, Deepak Rajendraprasad, and Arunselvan Ramaswamy. “Rainbow Connection Number of Graph Power and Graph Products.” <i>Graphs and Combinatorics</i> 30, no. 6 (2014): 1363–82.","ama":"Basavaraju M, Chandran LS, Rajendraprasad D, Ramaswamy A. Rainbow connection number of graph power and graph products. <i>Graphs and Combinatorics</i>. 2014;30(6):1363-1382.","bibtex":"@article{Basavaraju_Chandran_Rajendraprasad_Ramaswamy_2014, title={Rainbow connection number of graph power and graph products}, volume={30}, number={6}, journal={Graphs and Combinatorics}, publisher={Springer}, author={Basavaraju, Manu and Chandran, L Sunil and Rajendraprasad, Deepak and Ramaswamy, Arunselvan}, year={2014}, pages={1363–1382} }","mla":"Basavaraju, Manu, et al. “Rainbow Connection Number of Graph Power and Graph Products.” <i>Graphs and Combinatorics</i>, vol. 30, no. 6, Springer, 2014, pp. 1363–82.","short":"M. Basavaraju, L.S. Chandran, D. Rajendraprasad, A. Ramaswamy, Graphs and Combinatorics 30 (2014) 1363–1382.","apa":"Basavaraju, M., Chandran, L. S., Rajendraprasad, D., &#38; Ramaswamy, A. (2014). Rainbow connection number of graph power and graph products. <i>Graphs and Combinatorics</i>, <i>30</i>(6), 1363–1382."},"page":"1363-1382","intvolume":"        30","year":"2014"},{"title":"Rainbow connection number and radius","author":[{"last_name":"Basavaraju","full_name":"Basavaraju, Manu","first_name":"Manu"},{"first_name":"L Sunil","last_name":"Chandran","full_name":"Chandran, L Sunil"},{"first_name":"Deepak","full_name":"Rajendraprasad, Deepak","last_name":"Rajendraprasad"},{"first_name":"Arunselvan","last_name":"Ramaswamy","orcid":"https://orcid.org/ 0000-0001-7547-8111","full_name":"Ramaswamy, Arunselvan","id":"66937"}],"date_created":"2021-09-10T10:23:07Z","volume":30,"date_updated":"2022-01-06T06:56:08Z","publisher":"Springer","citation":{"ieee":"M. Basavaraju, L. S. Chandran, D. Rajendraprasad, and A. Ramaswamy, “Rainbow connection number and radius,” <i>Graphs and Combinatorics</i>, vol. 30, no. 2, pp. 275–285, 2014.","chicago":"Basavaraju, Manu, L Sunil Chandran, Deepak Rajendraprasad, and Arunselvan Ramaswamy. “Rainbow Connection Number and Radius.” <i>Graphs and Combinatorics</i> 30, no. 2 (2014): 275–85.","ama":"Basavaraju M, Chandran LS, Rajendraprasad D, Ramaswamy A. Rainbow connection number and radius. <i>Graphs and Combinatorics</i>. 2014;30(2):275-285.","bibtex":"@article{Basavaraju_Chandran_Rajendraprasad_Ramaswamy_2014, title={Rainbow connection number and radius}, volume={30}, number={2}, journal={Graphs and Combinatorics}, publisher={Springer}, author={Basavaraju, Manu and Chandran, L Sunil and Rajendraprasad, Deepak and Ramaswamy, Arunselvan}, year={2014}, pages={275–285} }","short":"M. Basavaraju, L.S. Chandran, D. Rajendraprasad, A. Ramaswamy, Graphs and Combinatorics 30 (2014) 275–285.","mla":"Basavaraju, Manu, et al. “Rainbow Connection Number and Radius.” <i>Graphs and Combinatorics</i>, vol. 30, no. 2, Springer, 2014, pp. 275–85.","apa":"Basavaraju, M., Chandran, L. S., Rajendraprasad, D., &#38; Ramaswamy, A. (2014). Rainbow connection number and radius. <i>Graphs and Combinatorics</i>, <i>30</i>(2), 275–285."},"intvolume":"        30","page":"275-285","year":"2014","issue":"2","extern":"1","language":[{"iso":"eng"}],"user_id":"66937","department":[{"_id":"355"}],"_id":"24156","status":"public","type":"journal_article","publication":"Graphs and Combinatorics"},{"department":[{"_id":"77"},{"_id":"355"}],"user_id":"477","series_title":"LNCS","_id":"353","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B3","_id":"11"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"10","name":"SFB 901 - Subproject B2"}],"file_date_updated":"2018-03-20T07:23:32Z","type":"conference","status":"public","author":[{"full_name":"Mohr, Felix","last_name":"Mohr","first_name":"Felix"},{"first_name":"Sven","last_name":"Walther","full_name":"Walther, Sven"}],"date_updated":"2022-01-06T06:59:22Z","doi":"10.1007/978-3-319-14130-5_14","has_accepted_license":"1","page":"188-203","citation":{"chicago":"Mohr, Felix, and Sven Walther. “Template-Based Generation of Semantic Services.” In <i>Proceedings of the 14th International Conference on Software Reuse (ICSR)</i>, 188–203. LNCS, 2014. <a href=\"https://doi.org/10.1007/978-3-319-14130-5_14\">https://doi.org/10.1007/978-3-319-14130-5_14</a>.","ieee":"F. Mohr and S. Walther, “Template-based Generation of Semantic Services,” in <i>Proceedings of the 14th International Conference on Software Reuse (ICSR)</i>, 2014, pp. 188–203.","ama":"Mohr F, Walther S. Template-based Generation of Semantic Services. In: <i>Proceedings of the 14th International Conference on Software Reuse (ICSR)</i>. LNCS. ; 2014:188-203. doi:<a href=\"https://doi.org/10.1007/978-3-319-14130-5_14\">10.1007/978-3-319-14130-5_14</a>","mla":"Mohr, Felix, and Sven Walther. “Template-Based Generation of Semantic Services.” <i>Proceedings of the 14th International Conference on Software Reuse (ICSR)</i>, 2014, pp. 188–203, doi:<a href=\"https://doi.org/10.1007/978-3-319-14130-5_14\">10.1007/978-3-319-14130-5_14</a>.","short":"F. Mohr, S. Walther, in: Proceedings of the 14th International Conference on Software Reuse (ICSR), 2014, pp. 188–203.","bibtex":"@inproceedings{Mohr_Walther_2014, series={LNCS}, title={Template-based Generation of Semantic Services}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-14130-5_14\">10.1007/978-3-319-14130-5_14</a>}, booktitle={Proceedings of the 14th International Conference on Software Reuse (ICSR)}, author={Mohr, Felix and Walther, Sven}, year={2014}, pages={188–203}, collection={LNCS} }","apa":"Mohr, F., &#38; Walther, S. (2014). Template-based Generation of Semantic Services. In <i>Proceedings of the 14th International Conference on Software Reuse (ICSR)</i> (pp. 188–203). <a href=\"https://doi.org/10.1007/978-3-319-14130-5_14\">https://doi.org/10.1007/978-3-319-14130-5_14</a>"},"language":[{"iso":"eng"}],"ddc":["040"],"publication":"Proceedings of the 14th International Conference on Software Reuse (ICSR)","file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2018-03-20T07:23:32Z","creator":"florida","date_created":"2018-03-20T07:23:32Z","file_size":431778,"access_level":"closed","file_id":"1414","file_name":"353-icsr2015_submission_17.pdf"}],"abstract":[{"text":"There are many technologies for the automation of processesthat deal with services; examples are service discovery and composition.Automation of these processes requires that the services are described semantically. However, semantically described services are currently not oronly rarely available, which limits the applicability of discovery and composition approaches. The systematic support for creating new semanticservices usable by automated technologies is an open problem.We tackle this problem with a template based approach: Domain independent templates are instantiated with domain specific services andboolean expressions. The obtained services have semantic descriptionswhose correctness directly follows from the correctness of the template.Besides the theory, we present experimental results for a service repository in which 85% of the services were generated automatically.","lang":"eng"}],"date_created":"2017-10-17T12:42:00Z","title":"Template-based Generation of Semantic Services","year":"2014"},{"abstract":[{"lang":"eng","text":"Automatic service composition is still a challengingtask. It is even more challenging when dealing witha dynamic market of services for end users. New servicesmay enter the market while other services are completelyremoved. Furthermore, end users are typically no experts in thedomain in which they formulate a request. As a consequence,ambiguous user requests will inevitably emerge and have tobe taken into account. To meet these challenges, we proposea new approach that combines automatic service compositionwith adaptive service recommendation. A best first backwardsearch algorithm produces solutions that are functional correctwith respect to user requests. An adaptive recommendationsystem supports the search algorithm in decision-making.Reinforcement Learning techniques enable the system to adjustits recommendation strategy over time based on user ratings.The integrated approach is described on a conceptional leveland demonstrated by means of an illustrative example fromthe image processing domain."}],"status":"public","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_name":"447-_FINAL__Combining_Automatic_Service_Composition_with_Adaptive_Service_Recommendation_for_Dynamic_Markets_of_Services.pdf","access_level":"closed","file_id":"1347","file_size":429462,"creator":"florida","date_created":"2018-03-16T11:26:36Z","date_updated":"2018-03-16T11:26:36Z"}],"publication":"Proceedings of the 10th World Congress on Services (SERVICES)","type":"conference","ddc":["040"],"language":[{"iso":"eng"}],"file_date_updated":"2018-03-16T11:26:36Z","_id":"447","project":[{"_id":"1","name":"SFB 901"},{"_id":"10","name":"SFB 901 - Subprojekt B2"},{"name":"SFB 901 - Project Area B","_id":"3"}],"department":[{"_id":"355"}],"user_id":"477","year":"2014","page":"346-353","citation":{"ama":"Jungmann A, Mohr F, Kleinjohann B. Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services. In: <i>Proceedings of the 10th World Congress on Services (SERVICES)</i>. ; 2014:346-353. doi:<a href=\"https://doi.org/10.1109/SERVICES.2014.68\">10.1109/SERVICES.2014.68</a>","chicago":"Jungmann, Alexander, Felix Mohr, and Bernd Kleinjohann. “Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services.” In <i>Proceedings of the 10th World Congress on Services (SERVICES)</i>, 346–53, 2014. <a href=\"https://doi.org/10.1109/SERVICES.2014.68\">https://doi.org/10.1109/SERVICES.2014.68</a>.","ieee":"A. Jungmann, F. Mohr, and B. Kleinjohann, “Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services,” in <i>Proceedings of the 10th World Congress on Services (SERVICES)</i>, 2014, pp. 346–353.","apa":"Jungmann, A., Mohr, F., &#38; Kleinjohann, B. (2014). Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services. In <i>Proceedings of the 10th World Congress on Services (SERVICES)</i> (pp. 346–353). <a href=\"https://doi.org/10.1109/SERVICES.2014.68\">https://doi.org/10.1109/SERVICES.2014.68</a>","mla":"Jungmann, Alexander, et al. “Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services.” <i>Proceedings of the 10th World Congress on Services (SERVICES)</i>, 2014, pp. 346–53, doi:<a href=\"https://doi.org/10.1109/SERVICES.2014.68\">10.1109/SERVICES.2014.68</a>.","short":"A. Jungmann, F. Mohr, B. Kleinjohann, in: Proceedings of the 10th World Congress on Services (SERVICES), 2014, pp. 346–353.","bibtex":"@inproceedings{Jungmann_Mohr_Kleinjohann_2014, title={Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services}, DOI={<a href=\"https://doi.org/10.1109/SERVICES.2014.68\">10.1109/SERVICES.2014.68</a>}, booktitle={Proceedings of the 10th World Congress on Services (SERVICES)}, author={Jungmann, Alexander and Mohr, Felix and Kleinjohann, Bernd}, year={2014}, pages={346–353} }"},"has_accepted_license":"1","title":"Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services","doi":"10.1109/SERVICES.2014.68","date_updated":"2022-01-06T07:01:06Z","author":[{"first_name":"Alexander","full_name":"Jungmann, Alexander","last_name":"Jungmann"},{"first_name":"Felix","last_name":"Mohr","full_name":"Mohr, Felix"},{"last_name":"Kleinjohann","full_name":"Kleinjohann, Bernd","first_name":"Bernd"}],"date_created":"2017-10-17T12:42:19Z"}]