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142 Publications


2017 | Conference Paper | LibreCat-ID: 10207
@inproceedings{Czech_Hüllermeier_Jakobs_Wehrheim_2017, title={Predicting rankings of software verification tools}, booktitle={Proc. 3rd ACM SIGSOFT Int. I Workshop on Software Analytics (SWAN@ESEC/SIGSOFT FSE 2017}, author={Czech, M. and Hüllermeier, Eyke and Jakobs, M.-C. and Wehrheim, Heike}, year={2017}, pages={23–26} }
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2017 | Journal Article | LibreCat-ID: 10269
@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} }
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2017 | Conference Paper | LibreCat-ID: 3325
@inproceedings{Melnikov_Hüllermeier_2017, title={Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics}, DOI={10.5445/KSP/1000074341}, booktitle={Proceedings. 27. Workshop Computational Intelligence, Dortmund, 23. - 24. November 2017}, publisher={KIT Scientific Publishing}, author={Melnikov, Vitalik and Hüllermeier, Eyke}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 1158
@inproceedings{Seemann_Merten_Geierhos_Tophinke_Hüllermeier_2017, place={Stroudsburg, PA, USA}, title={Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German}, DOI={10.18653/v1/W17-2206}, booktitle={Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature}, publisher={Association for Computational Linguistics (ACL)}, author={Seemann, Nina and Merten, Marie-Luis and Geierhos, Michaela and Tophinke, Doris and Hüllermeier, Eyke}, year={2017}, pages={40–45} }
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2017 | Report | LibreCat-ID: 72
@book{Czech_Hüllermeier_Jakobs_Wehrheim_2017, title={Predicting Rankings of Software Verification Competitions}, author={Czech, Mike and Hüllermeier, Eyke and Jakobs, Marie-Christine and Wehrheim, Heike}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 10208
@inproceedings{Couso_Dubois_Hüllermeier_2017, title={Maximum Likelihood Estimation and Coarse Data}, booktitle={Proc. 11th Int. Conf. on Scalable Uncertainty Management (SUM 2017)}, author={Couso, Ines and Dubois, D. and Hüllermeier, Eyke}, year={2017}, pages={3–16} }
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2016 | Conference Paper | LibreCat-ID: 10228
@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} }
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2016 | Conference Paper | LibreCat-ID: 10223
@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} }
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2016 | Conference Paper | LibreCat-ID: 10230
@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} }
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2016 | Journal Article | LibreCat-ID: 10266
@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} }
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2016 | Encyclopedia Article | LibreCat-ID: 10785
@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} }
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2016 | Conference Paper | LibreCat-ID: 10224
@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} }
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2016 | Conference Paper | LibreCat-ID: 10229
@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} }
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2016 | Conference Paper | LibreCat-ID: 10231
@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} }
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2016 | Journal Article | LibreCat-ID: 190
@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} }
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2016 | Conference Paper | LibreCat-ID: 10225
@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} }
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2016 | Conference (Editor) | LibreCat-ID: 10263
@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} }
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2016 | Dissertation | LibreCat-ID: 141
@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} }
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2016 | Conference Paper | LibreCat-ID: 184
@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} }
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2016 | Conference Paper | LibreCat-ID: 10226
@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} }
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2016 | Conference (Editor) | LibreCat-ID: 10221
@book{Hoffmann_Hüllermeier_Mikut_2016, title={ Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany}, year={2016} }
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2016 | Journal Article | LibreCat-ID: 10264
@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} }
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2016 | Journal Article | LibreCat-ID: 3318
@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} }
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2016 | Conference Paper | LibreCat-ID: 10227
@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} }
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2016 | Conference Paper | LibreCat-ID: 10222
@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} }
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2015 | Conference Paper | LibreCat-ID: 319
@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} }
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2015 | Journal Article | LibreCat-ID: 4792
@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} }
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2015 | Conference Paper | LibreCat-ID: 10242
@inproceedings{Szörényi_Busa-Fekete_Dembczynski_Hüllermeier_2015, title={Online F-Measure Optimization}, booktitle={in Advances in Neural Information Processing Systems 28 (NIPS 2015)}, author={Szörényi, B. and Busa-Fekete, Robert and Dembczynski, K. and Hüllermeier, Eyke}, year={2015}, pages={595–603} }
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2015 | Conference Paper | LibreCat-ID: 10235
@inproceedings{Hoffmann_Hüllermeier_2015, title={Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing}, author={Hoffmann, F. and Hüllermeier, Eyke}, year={2015} }
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2015 | Journal Article | LibreCat-ID: 10324
@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} }
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2015 | Conference Paper | LibreCat-ID: 10243
@inproceedings{El Mesaoudi-Paul_Hüllermeier_2015, title={A CBR Approach to the Angry Birds Game}, booktitle={in Workshop Proc. 23rd International Conference on Case-Based Reasoning (ICCBR 2015)}, author={El Mesaoudi-Paul, Adil and Hüllermeier, Eyke}, year={2015}, pages={68–77} }
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2015 | Conference Paper | LibreCat-ID: 10236
@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} }
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2015 | Journal Article | LibreCat-ID: 10320
@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} }
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2015 | Journal Article | LibreCat-ID: 323
@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} }
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2015 | Conference Paper | LibreCat-ID: 10244
@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 (MetaSel@PKDD/ECML)}, author={Schäfer, Dirk and Hüllermeier, Eyke}, year={2015}, pages={110–111} }
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2015 | Conference Paper | LibreCat-ID: 10237
@inproceedings{Szörényi_Busa-Fekete_Weng_Hüllermeier_2015, title={Qualitative Multi-Armed Bandits: A Quantile-Based Approach}, booktitle={In Proceedings International Conference on Machine Learning (ICML 2015)}, author={Szörényi, B. and Busa-Fekete, Robert and Weng, P. and Hüllermeier, Eyke}, year={2015}, pages={1660–1668} }
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2015 | Journal Article | LibreCat-ID: 10319
@article{Waegeman_Dembczynski_Jachnik_Cheng_Hüllermeier_2015, title={On the Bayes-Optimality of F-Measure Maximizers}, volume={15}, journal={in Journal of Machine Learning Research}, author={Waegeman, W. and Dembczynski, K. and Jachnik, A. and Cheng, W. and Hüllermeier, Eyke}, year={2015}, pages={3333–3388} }
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2015 | Journal Article | LibreCat-ID: 10321
@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, Ammar and Hüllermeier, Eyke}, year={2015}, pages={250–264} }
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2015 | Conference Paper | LibreCat-ID: 324
@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} }
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2015 | Conference Paper | LibreCat-ID: 280
@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} }
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2015 | Conference Paper | LibreCat-ID: 10240
@inproceedings{Henzgen_Hüllermeier_2015, title={Weighted Rank Correlation : A Flexible Approach Based on Fuzzy Order Relations}, booktitle={in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}, author={Henzgen, Sascha and Hüllermeier, Eyke}, year={2015}, pages={422–437} }
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2015 | Conference Paper | LibreCat-ID: 10238
@inproceedings{Schäfer_Hüllermeier_2015, title={Dyad Ranking Using A Bilinear Plackett-Luce Model}, booktitle={in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}, author={Schäfer, Dirk and Hüllermeier, Eyke}, year={2015}, pages={227–242} }
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2015 | Conference Paper | LibreCat-ID: 10245
@inproceedings{Lu_Hüllermeier_2015, title={Locally weighted regression through data imprecisiation}, booktitle={Proceedings 25. Workshop Computational Intelligence}, author={Lu, S. and Hüllermeier, Eyke}, year={2015}, pages={97–104} }
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2015 | Journal Article | LibreCat-ID: 10322
@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} }
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2015 | Conference Paper | LibreCat-ID: 10234
@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} }
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2015 | Conference Paper | LibreCat-ID: 10241
@inproceedings{Szörényi_Busa-Fekete_Paul_Hüllermeier_2015, title={Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach}, booktitle={in Advances in Neural Information Processing Systems 28 (NIPS 2015)}, author={Szörényi, B. and Busa-Fekete, Robert and Paul, Adil and Hüllermeier, Eyke}, year={2015}, pages={604–612} }
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2015 | Conference Paper | LibreCat-ID: 10246
@inproceedings{Ewerth_Balz_Gehlhaar_Dembczynski_Hüllermeier_2015, title={Depth estimation in monocular images: Quantitative versus qualitative approaches}, booktitle={Proceedings 25. Workshop Computational Intelligence}, author={Ewerth, Ralph and Balz, A. and Gehlhaar, J. and Dembczynski, K. and Hüllermeier, Eyke}, year={2015}, pages={235–240} }
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2015 | Conference Paper | LibreCat-ID: 10239
@inproceedings{Hüllermeier_Cheng_2015, title={Superset Learning Based on Generalized Loss Minimization }, booktitle={in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}, author={Hüllermeier, Eyke and Cheng, W.}, year={2015}, pages={260–275} }
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2015 | Journal Article | LibreCat-ID: 10323
@article{Garcia-Jimenez_Bustince_Hüllermeier_Mesiar_Pal_Pradera_2015, title={Overlap Indices: Construction of and Application of Interpolative Fuzzy Systems}, volume={23}, number={4}, journal={IEEE Transactions on Fuzzy Systems}, author={Garcia-Jimenez, S. and Bustince, U. and Hüllermeier, Eyke and Mesiar, R. and Pal, N.R. and Pradera, A.}, year={2015}, pages={1259–1273} }
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2014 | Conference Paper | LibreCat-ID: 10254
@inproceedings{Calders_Esposito_Hüllermeier_Meo_2014, title={Machine Learning and Knowledge Discovery in Databases-European Conf. ECML/PKDD, Nancy, France}, booktitle={Proceedings, Parts I-III. Lecture Notes in Computer Science}, publisher={Springer}, author={Calders, T. and Esposito, F. and Hüllermeier, Eyke and Meo, R.}, year={2014}, pages={8724–8726} }
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