439 Publications
2013 | Conference Paper | LibreCat-ID: 15752
Cheng, W., S. Henzgen, and Eyke Hüllermeier. “Labelwise versus Pairwise Decomposition in Label Ranking.” In In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany, 129–36, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15753
Senge, Robin, J. del Coz, and Eyke Hüllermeier. “Rectifying Classifier Chains for Multi-Label Classification, Bamberg, Germany.” In In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany, 151–58, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15755
Busa-Fekete, Robert, T. Fober, and Eyke Hüllermeier. “Preference-Based Evolutionary Optimization Using Generalized Racing Algorithms.” In In Proceedings 23th Workshop Computational Intelligence, Dortmund Germany, edited by F. Hoffmann and Eyke Hüllermeier, 237–46. KIT Scientific Publishing, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15756
Henzgen, S., and Eyke Hüllermeier. “Weighted Rank Correlation Measures Based on Fuzzy Order Relations.” In In Proceedings 23th Workshop Computational Intelligence, Dortmund Germany, edited by F. Hoffmann and Eyke Hüllermeier, 227–36. KIT Scientific Publishing, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15757
Weng, P., Robert Busa-Fekete, and Eyke Hüllermeier. “Interactive Q-Learning with Ordinal Rewards and Unreliable Tutor.” In In Proceedings ECML/PKDD-Workshop on Reinforcement Learning from Generalized Feedback:Beyond Numerical Rewards, Prague, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15758
Busa-Fekete, Robert, B. Szörenyi, P. Weng, and Eyke Hüllermeier. “Preference-Based Evolutionary Direct Policy Search.” In In Proceedings ECML/PKDD-Workshop on Reinforcement Learning from Generalized Feedback:Beyond Numerical Rewards, Prague, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15759
Cheng, W., and Eyke Hüllermeier. “A Nearest Neigbor Approach to Label Ranking Based on Generalized Labelwise Loss Minimization.” In In Proceedings M-PREF`13, 7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15760
Shaker, Ammar, and Eyke Hüllermeier. “Event History Analysis on Data Streams: An Application to Earthquake Occurence.” In In Proceedings RealStream 2013, 1st International Workshop on Real-World Challenges for Data Stream Mining, Prague, Czech Republic, edited by G. Krempl, I. Zliobaite, Y. Wang, and G. Forman, 38–41, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15761
Senge, Robin, J.J. del Coz, and Eyke Hüllermeier. “On the Problem of Error Propagation in Classier Chains for Multi-Label Classification. Data Analysis, Machine Learning and Knowledge Discovery.” In In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification Society, Studies in Classification, Data Analysis and Knowledge Organization, Hildesheim, Germany , edited by L. Schmidt-Thieme and M. Spiliopoulou. Springer, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15763
Fober, T., G. Klebe, and Eyke Hüllermeier. “Local Clique Merging: An Extension of the Maximum Common Subgraph Measure with Applications in Structural Bioinformatics, Algorithms from and for Nature and Life.” In In Proceedings GFKL-2011, Conference of the German Classification Society, Frankfurt Germany, edited by B. Lausen, D. Van den Poel, and A. Ultsch, 279–86. Springer, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15112
Fallah Tehrani, A., and Eyke Hüllermeier. “Ordinal Choquistic Regression .” In In Proceedings EUSFLAT-2013 8th International Conference on the European Society for Fuzzy Logic and Technology, Milano, Italy, edited by J. Montero, G. Pasi, and D. Ciucci. Atlantis Press, 2013.
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2013 | Conference Paper | LibreCat-ID: 15113
Nasiri, N., T. Fober, Robin Senge, and Eyke Hüllermeier. “Fuzzy Pattern Trees as an Alternative to Rule-Based Fuzzy Systems: Knowledge-Driven, Data-Driven and Hybrid Modeling of Colour Yield in Poyester Dyeing, Edmonton, Canada.” In In Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association, Edmonton, Canada, 715–21, 2013.
LibreCat
2013 | Journal Article | LibreCat-ID: 16044
Heider, D., Robin Senge, W. Cheng, and Eyke Hüllermeier. “Multilabel Classification for Exploiting Cross-Resistance Information in HIV-1 Drug Resistence Prediction.” Bioinformatics 29, no. 16 (2013): 1946–52.
LibreCat
2013 | Journal Article | LibreCat-ID: 16081
Bösner, S., K. Bönisch, J. Haasenritter , P. Schlegel, Eyke Hüllermeier, and N. Donner-Banzhoff. “Chest Pain in Primary Care: Is the Localization of Pain Diagnostically Helpful in the Critical Evaluation of Patients? A Cross Sectional Study. .” BMC Family Practice 14, no. 1 (2013): 154–62.
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2013 | Journal Article | LibreCat-ID: 16086
Haasenritter, J., A. Viniol, A. Becker, S. Bösner, Eyke Hüllermeier, Robin Senge, and N. Donner-Banzhoff. “Diagnose Im Kontext - Eine Erweiterte Perspektive.” Zeitschrift Für Evidenz, Fortbildung Und Qualität Im Gesundheitswesen (ZEFQ) 107 (2013): 585–91.
LibreCat
2013 | Journal Article | LibreCat-ID: 16123
Shaker, A., R. Senge, and Eyke Hüllermeier. “Evolving Fuzzy Pattern Trees for Binary Classification on Data Streams.” Information Sciences 220 (2013): 34–45.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13115
Szarvas, G., Robert Busa-Fekete, and Eyke Hüllermeier. “Learning to Rank Lexical Substitutions.” In In Proceedings EMNLP-2013 Conference on Empirical Methods in Natural Language Processing, Seattle, USA, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13116
Dembczynski, K., A. Jachnik, W. Kotlowski, W. Waegeman, and Eyke Hüllermeier. “Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization.” In In Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA, edited by S. Dasgupta and D. McAllester, 1130–38, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13117
Busa-Fekete, Robert, B. Szoreny, P. Weng, W. Cheng, and Eyke Hüllermeier. “Top-k Selection Based on Adaptive Sampling of Noisy Preferences.” In In Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA, edited by S. Dasgupta and D. McAllester, 1094–1102, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13118
Hüllermeier, Eyke, and W. Cheng. “Preference-Based CBR: General Ideas and Basic Principles.” In In Proceedings IJCAI-13, 23rd International Joint Conference on Artificial Intelligence, Beijing, China, edited by F. Rossi, 3012–16. AAAI Press, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13119
Henzgen, Sascha, M. Strickert, and Eyke Hüllermeier. “Rule Chains for Visualizing Evolving Fuzzy Rule-Based Systems.” In In Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland, edited by R. Burduk, K. Jackowski, M. Kurzynski, M. Wozniak, and A. Zolnierek, 279–88. Springer, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13190
Shaker, Ammar, and Eyke Hüllermeier. “Recovery Analysis for Adaptive Learning from Non-Stationary Data Streams.” In In Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland, edited by R. Burduk, K. Jackowski, M. Kurzynski, W. Wozniak, and A. Zolnierek, 289–98. Springer, 2013.
LibreCat
2012 | Conference Paper | LibreCat-ID: 15299
Leinweber, M., L. Baumgärtner, M. Mernberger, T. Fober, Eyke Hüllermeier, G. Klebe, and B. Freisleben. “GPU-Based Cloud Computing for Comparing the Structure of Protein Binding Sites.” In In Proceedings IEEE Conference on Digital Ecosystem Technologies-Complex Environment Engineering Campione D`Italia, Italy, 2012.
LibreCat
2012 | Book Chapter | LibreCat-ID: 15396
Hüllermeier, Eyke, and A. Fallah Tehrani. “Efficient Learning of Classifiers Based on the 2-Additive Choquet Integral.” In Computational Intelligence in Intelligent Data Analysis, edited by C. Moewes and A. Nürnberger, 17–30. Studies in Computational Intelligence. Springer, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 15754
Bräuning, M., and Eyke Hüllermeier. “Learning Conditional Lexicographic Preference Trees.” In In Workshops on Preference Learning at ECAI, European Conference on Artiticial Intelligence, Montpellier, France, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 15114
Hüllermeier, Eyke, and A. Fallah Tehrani. “On the VC Dimension of the Choquet Integral.” In In Proceedings IPMU-2012 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Catania, Italy, 2012.
LibreCat
2012 | Journal Article | LibreCat-ID: 16084
Fallah Tehrani, A., W. Cheng, K. Dembczynski, and Eyke Hüllermeier. “Learning Monotone Nonlinear Models Using the Choquet Integral.” Machine Learning 89, no. 1 (2012): 183–211.
LibreCat
2012 | Journal Article | LibreCat-ID: 16085
Bustince, H., M. Pagola, R. Mesiar, Eyke Hüllermeier, and F. Herrera. “Grouping, Overlap and Generalized Bientropic Functions for Fuzzy Modeling of Pairwise Comparisons.” IEEE Transactions on Fuzzy Systems 20, no. 3 (2012): 405–15.
LibreCat
2012 | Journal Article | LibreCat-ID: 16087
Fürnkranz, J., Eyke Hüllermeier, W. Cheng, and S.H. Park. “Preference-Based Reinforcement Learning: A Formal Framework and a Policy Iteration Algorithm.” Machine Learning 89, no. 1 (2012): 123–56.
LibreCat
2012 | Journal Article | LibreCat-ID: 16088
Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “On Label Dependence and Loss Minimization in Multi-Label Classification.” Machine Learning 88, no. 1–2 (2012): 5–45.
LibreCat
2012 | Journal Article | LibreCat-ID: 16089
Shaker, Ammar, and Eyke Hüllermeier. “IBL Streams: A System for Instance-Based Classification and Regression on Data Streams.” Evolving Systems 3, no. 4 (2012): 235–49.
LibreCat
2012 | Journal Article | LibreCat-ID: 16090
Dolorez Ruiz, M., and Eyke Hüllermeier. “A Formal and Empirical Analysis of the Fuzzy Gamma Rank Correlation Coefficient.” Information Sciences 206 (2012): 1–17.
LibreCat
2012 | Journal Article | LibreCat-ID: 16091
Fallah Tehrani, A., W. Cheng, and Eyke Hüllermeier. “Preference Learning Using the Choquet Integral: The Case of Multipartite Ranking.” IEEE Transactions on Fuzzy Systems 20, no. 6 (2012): 1102–13.
LibreCat
2012 | Journal Article | LibreCat-ID: 16092
Fober, T., M. Mernberger, G. Klebe, and Eyke Hüllermeier. “Fingerprint Kernels for Protein Structure Comparison.” Molecular Informatics 31, no. 6–7 (2012): 443–52.
LibreCat
2012 | Journal Article | LibreCat-ID: 16093
Hüllermeier, Eyke, M. Rifqi, Sascha Henzgen, and Robin Senge. “Comparing Fuzzy Partitions: A Generalization of the Rand Index and Related Measures.” IEEE Transactions on Fuzzy Systems 20, no. 3 (2012): 546–56.
LibreCat
2012 | Journal Article | LibreCat-ID: 16094
Senge, Robin, T. Fober, N. Nasiri, and Eyke Hüllermeier. “Fuzzy Pattern Trees: Ein Alternativer Ansatz Zur Fuzzy-Modellierung.” At-Atomatisierungstechnik 60, no. 10 (2012): 622–29.
LibreCat
2012 | Conference Paper | LibreCat-ID: 13120
Cheng, W., Eyke Hüllermeier, W. Waegeman, and V. Welker. “Label Ranking with Partial Abstention Based on Thresholded Probalistic Models.” In In Proceedings NIPS-2012, 26th Annual Conference on Neural Information Processing Systems, Lake Tahoe, Nevada, USA, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 13191
Cheng, W., and Eyke Hüllermeier. “Probability Estimation for Mulit-Class Classification Based on Label Ranking.” In Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 13192
Dembczynski, K., W. Kotlowski, and Eyke Hüllermeier. “Consistent Multilabel Ranking through Univariate Loss Minimization.” In In Proceedings ICML-2012, International Conference on Machine Learning, Edinburgh, Scotland, edited by J. Langford and J. Pineau, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 13193
Dembczynski, K., W. Waegeman, and Eyke Hüllermeier. “An Analysis of Chaining in Multi-Label Classification.” In In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France , 294–99. IOS Press, 2012.
LibreCat
2012 | Book Chapter | LibreCat-ID: 10153
Hüllermeier, Eyke. “Fuzzy Rules in Data Mining: From Fuzzy Associations to Gradual Dependencies.” In Combining Experimentation and Theory, edited by E. Trillas, P.P. Bonissone, L. Magdalena, and J. Kacprzyk, 271:123–35. Studies in Fuzziness and Soft Computing. Springer, 2012.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15762
Dembczynski, K., W. Waegeman, and Eyke Hüllermeier. “Joint Mode Estimation in Multi-Label Classification by Chaining.” In In Proceedings ECML Workshop on Collective Inference and Learning on Structured Data, Athens, Greece, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15764
Mernberger, M., D. Moog, S. Stork, S. Zauner, U. Maier, and Eyke Hüllermeier. “Prediction of Protein Localization for Specialized Compartments Using Time Series Kernels.” In In Proceedings GCB-2011 German Conference on Bioinformatics Munich, Germany, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15115
Nasiri, M., Eyke Hüllermeier, Robin Senge, and E. Lughofer. “Comparing Methods for Knowledge-Driven and Data-Driven Fuzzy Modeling: A Case Study in Textile Industry.” In In Proceedings IFSA-2011 World Congress of the International Fuzzy Systems Association, Surabaya and Bali Island, Indonesia, RW-103-1-6, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15116
Lughofer, E., and Eyke Hüllermeier. “On-Line Redundancy Deletion in Evolving Fuzzy Regression Models Using a Fuzzy Inclusion Measure.” In In Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-Les-Bains, France, edited by S. Galichet, J. Montero, and G. Mauris, 380–87, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15117
Fallah Tehrani, A., W. Cheng, and Eyke Hüllermeier. “Choquistic Regression: Generalizing Logistic Regression Using the Choquet Integral.” In In Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-Les-Bains, France, 868–75, 2011.
LibreCat
2011 | Journal Article | LibreCat-ID: 16119
Hirsch, O., S. Bösner, Eyke Hüllermeier, R. Senge, K. Dembczynski, and N. Donner-Banzhoff. “Multivariate Modeling to Identify Patterns in Clinical Data: The Example of Chest Pain.” BMC Medical Research Methodology 11, no. 155 (2011).
LibreCat
2011 | Journal Article | LibreCat-ID: 16126
Domshlak, C., Eyke Hüllermeier, S. Kaci, and H. Prade. “Preferences in AL: An Overview.” Artificial Intelligence 175, no. 7–8 (2011): 1037–52.
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2011 | Journal Article | LibreCat-ID: 16147
Hüllermeier, Eyke. “Fuzzy Machine Learning and Data Mining.” WIREs Data Mining and Knowledge Discovery 1, no. 4 (2011): 269–83.
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2011 | Journal Article | LibreCat-ID: 16148
Mernberger, M., G. Klebe, and Eyke Hüllermeier. “SEGA: Semi-Global Graph Alignment for Structure-Based Protein Comparison.” IEEE/ACM Transactions of Computational Biology and Bioinformatics 8, no. 5 (2011): 1330–43.
LibreCat
2011 | Journal Article | LibreCat-ID: 16149
Fober, T., S. Glinca, G. Klebe, and Eyke Hüllermeier. “Superposition and Alignment of Labeled Point Clouds.” IEEE/ACM Transactions on Computational Biology and Bioinformatics 8, no. 6 (2011): 1653–66.
LibreCat
2011 | Journal Article | LibreCat-ID: 16150
Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining.” Applied Soft Computing Journal, 2011, 1493–1505.
LibreCat
2011 | Journal Article | LibreCat-ID: 16153
Senge, Robin, and Eyke Hüllermeier. “Top-down Induction of Fuzzy Pattern Trees.” IEEE Transactions on Fuzzy Systems 19, no. 2 (2011): 241–52.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13194
Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “An Exact Algorithm for F-Measure Maximization.” In In Proceedings NIPS-2011, 25th Annual Conference on Neural Information Processing Systems, Granada, Spain, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13195
Cheng, W., J. Fuernkranz, Eyke Hüllermeier, and S.H. Park. “Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning.” In Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece, , 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13196
Fürnkranz, J., and Eyke Hüllermeier. “Learning from Label Preferences.” In In Proceedings DS-2011, 14th International Conference on Discovery Science, Number 6926 in LNAI, edited by T. Elomaa, J. Hollmen, and H. Mannila, 2–17. Springer, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13197
Fallah Tehrani, A., W. Cheng, K. Dembczynski, and Eyke Hüllermeier. “Learning Monotone Nonlinear Models Using the Choquet Integral.” In In Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13198
Hüllermeier, Eyke, and P. Schlegel. “Preference-Based CBR: First Steps toward a Methodological Framework.” In In Proceedings ICCBR-2011, 19th International Conference on Case-Based Reasoning, Number 6880 in LNAI, edited by A. Ram and N. Wiratunga, 77–91. Springer, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13588
Kotlowski, W., K. Dembczynski, and Eyke Hüllermeier. “Bipartite Ranking through Minimization of Univariate Loss.” In In Proceedings ICML-2011, 28th International Conference on Machine Learning, Washington, USA, 2011.
LibreCat
2010 | Book Chapter | LibreCat-ID: 15297
Hüllermeier, Eyke, and J. Hühn. “An Analysis of the FURIA Algorithm for Fuzzy Rule Induction.” In Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski, edited by J. Koronacki, Z.W. Ras, S.T. Wierzchon, and J. Kacprzyk, 262:321–44. Studies in Computational Intelligence. Springer, 2010.
LibreCat
2010 | Book Chapter | LibreCat-ID: 15298
Fürnkranz, J., and Eyke Hüllermeier. “Preference Learning: An Introduction.” In Preference Learning, edited by J. Fürnkranz and Eyke Hüllermeier, 1–18. Springer, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 15765
Fober, T., M. Mernberger, G. Klebe, and Eyke Hüllermeier. “Efficient Similarity Retrieval for Protein Binding Sites Based on Histogram Comparison.” In In Proceedings GCB-2010 German Conference on Bioinformatics Braunschweig, Germany, 51–60, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 15772
Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “On Label Dependence in Multi-Label Classification.” In In Proceedings MLD-2010, 2nd International Workshop on Learning from Multi-Label Data, Haifa, Israel, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 15118
Fober, T., and Eyke Hüllermeier. “Similarity Measures for Protein Structures Based on Fuzzy Histogram Comparison.” In In Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 15119
Senge, Robin, and Eyke Hüllermeier. “Pattern Trees for Regression and Fuzzy Systems Modeling.” In In Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain, 2010.
LibreCat
2010 | Journal Article | LibreCat-ID: 16121
Pfeffer, P., T. Fober, Eyke Hüllermeier, and G. Klebe. “GARLig: A Fully Automated Tool for Subset Selection of Large Fragment Spaces via a Self-Adaptive Genetic Algorithm.” Journal of Chemical Information and Modeling 50, no. 9 (2010): 1644–59.
LibreCat
2010 | Journal Article | LibreCat-ID: 16151
Hüllermeier, Eyke, and S. Vanderlooy. “Combining Predictions in Pairwise Classification: An Optimal Adaptive Voting Strategy and Its Relation to Weighted Voting.” Pattern Recognition 43, no. 1 (2010): 128–42.
LibreCat
2010 | Journal Article | LibreCat-ID: 16152
Hüllermeier, Eyke, and J. Fürnkranz. “On Predictive Accuracy and Risk Minimization in Pairwise Label Ranking.” Journal of Computer and System Sciences 76, no. 1 (2010): 49–62.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13589
Dembczynski, K., W. Cheng, and Eyke Hüllermeier. “Bayes Optimal Multilabel Classification via Probalistic Classifier Chains.” In In Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel, edited by J. Fürnkranz and T. Joachims, 279–86, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13590
Cheng, W., K. Dembczynski, and Eyke Hüllermeier. “Label Ranking Based on the Plackett-Luce Model.” In In Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel, edited by J. Fürnkranz and T. Joachims, 215–22, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13591
Cheng, W., K. Dembczynski, and Eyke Hüllermeier. “Graded Multi-Label Classification: The Ordinal Case.” In In Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel, edited by J. Fürnkranz and T. Joachims, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13593
Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss.” In In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13594
Cheng, W., M. Rademaker, B. De Beats, and Eyke Hüllermeier. “Predicting Partial Orders: Ranking with Abstention.” In In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13597
Hüllermeier, Eyke. “Uncertainty in Clustering and Classification .” In In Proceedings SUM 2010, International Conference on Scalable Uncertainty Management , 6379:16–19. Springer, 2010.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15773
Cheng, W., and Eyke Hüllermeier. “A Simple Instance-Based Approach to Multilabel Classification Using the Mallows Model.” In In Proceedings MLD-2009 1st International Workshop on Learning from Multi-Label Data, Bled, Slovenia, 28–38, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15774
Senge, Robin, and Eyke Hüllermeier. “Learning Pattern Tree Classifiers Using a Co-Evolutionary Algorithm.” In In Proceedings 19th Workshop Computational Intelligence, Dortmund Germany, edited by F. Hoffmann and Eyke Hüllermeier, 22–33. KIT Scientific Publishing, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15775
Fober, T., M. Mernberger, R. Moritz, and Eyke Hüllermeier. “Graph-Kernels for the Comparative Analysis of Protein Active Sites.” In In Proceedings GCB-2009 German Conference on Bioinformatics Halle (Saale), Germany, edited by I. Grosse, S. Neumann, S. Posch, F. Schreiber, and P.. Stadler, 21–31, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15776
Senge, Robin, and Eyke Hüllermeier. “Learning Pattern Tree Classifiers Using a Co-Evolutionary Algorithm.” In In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany, 105–10, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15778
Fober, T., M. Mernberger, Vitaly Melnikov, R. Moritz, and Eyke Hüllermeier. “Extension and Empirical Comparison of Graph-Kernels for the Analysis of Protein Active Sites.” In In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany, 30–36, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15120
Fober, T., G. Klebe, and Eyke Hüllermeier. “Efficient Construction of Multiple Geometrical Alignments for the Comparison of Protein Binding Sites.” In In Proceedings ISDA-2009, 9th International Conference on Intelligent Systems Design and Applications, Pisa, Italy, 1251–56, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15194
Boukhris, I., Z. Elouedi, T. Fober, M. Mernberger, and Eyke Hüllermeier. “Similarity Analysis of Protein Binding Sites: A Generalization of the Maximum Common Subgraph Measure Based on Quasi-Clique Detection.” In In Proceedings IDA-2009, 9th International Symposium on Intelligent Data Analysis, Pisa / Italy, 1245–50, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15195
Fober, T., and Eyke Hüllermeier. “Fuzzy Modeling of Labeled Point Cloud Superposition for the Comparison of Protein Binding Sites.” In In Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal, 1299–1304, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15196
Hüllermeier, Eyke, and M. Rifqi. “A Fuzzy Variant of the Rand Index for Comparing Clustering Structures.” In In Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal, 1294–98, 2009.
LibreCat
2009 | Journal Article | LibreCat-ID: 16154
Weskamp, N., Eyke Hüllermeier, and G. Klebe. “Merging Chemical and Biological Space: Structural Mapping of Enzyme Binding Pocket Space.” Proteins 76, no. 2 (2009): 317–30.
LibreCat
2009 | Journal Article | LibreCat-ID: 16158
Hühn, J., and Eyke Hüllermeier. “FURIA: An Algorithm for Unordered Fuzzy Rule Induction.” Data Mining and Knowledge Discovery 19 (2009): 293–319.
LibreCat
2009 | Journal Article | LibreCat-ID: 16159
Hüllermeier, Eyke, and S. Vanderlooy. “Why Fuzzy Decision Trees Are Good Rankers.” IEEE Transactions on Fuzzy Systems 17, no. 6 (2009): 1233–44.
LibreCat
2009 | Journal Article | LibreCat-ID: 16160
Cheng, W., and Eyke Hüllermeier. “Combining Instance-Based Learning and Logistic Regression for Multilabel Classification.” Machine Learning 76, no. 2–3 (2009): 211–25.
LibreCat
2009 | Journal Article | LibreCat-ID: 16161
Yi, Y., T. Fober, and Eyke Hüllermeier. “Fuzzy Operator Trees for Modeling Rating Functions.” International Journal of Computational Intelligence and Applications 8, no. 4 (2009): 413–28.
LibreCat
2009 | Journal Article | LibreCat-ID: 16162
Fober, T., M. Mernberger, G. Klebe, and Eyke Hüllermeier. “Evolutionary Construction of Multiple Graph Alignments for the Structural Analysis of Biomolecules.” Bioinformatics 25, no. 16 (2009): 2110–17.
LibreCat
2009 | Journal Article | LibreCat-ID: 16163
Hühn, J., and Eyke Hüllermeier. “FR3: A Fuzzy Rule Learner for Inducing Reliable Classifiers.” IEEE Transactions on Fuzzy Systems 17, no. 1 (2009): 138–49.
LibreCat
2009 | Journal Article | LibreCat-ID: 16165
Hüllermeier, Eyke, I. Vladimirskiy, B. Prados Suarez, and E. Stauch. “Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions.” Künstliche Intelligenz 1, no. 09 (2009): 24–29.
LibreCat
2009 | Book Chapter | LibreCat-ID: 10188
Hüllermeier, Eyke. “On the Usefulness of Fuzzy Sets in Data Mining.” In Views on Fuzzy Sets and Systems from Different Perspectives: Philosophy and Logic, Criticisms and Applications, edited by R. Seising, 457–70. Springer, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13595
Cheng, W., J. Hühn, and Eyke Hüllermeier. “Decision Tree and Instance-Based Learning for Label Ranking.” In In Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada, 161–68, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13596
Fürnkranz, J., Eyke Hüllermeier, and S. Vanderlooy. “Binary Decomposition Methods for Multipartite Ranking.” In In Proceedings ECML/PKDD-2009, European Conference on Machine Learning and Principles and Knowledge Discovery in Databases, Bled Sloveniaery in Databases, Bled, Slovenia, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13598
Cheng, W., and Eyke Hüllermeier. “A New Instance-Based Label Ranking Approach Using the Mallows Model. In Advances in Neural Networks.” In In Proceedings 6th International Symposium on Neural Networks, Wuhan, China, 707–16. Springer, 2009.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15779
Hüllermeier, Eyke, and S. Vanderlooy. “Weighted Voting as Approximate MAP Prediction in Pairwise Classification.” In In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 34–41, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15780
Fober, T., Eyke Hüllermeier, and M. Mernberger. “Evolutionary Construction of Multiple Graph Alignments for Mining Structured Biomolecular Data .” In In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 27–33, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15781
Fober, T., Eyke Hüllermeier, and M. Mernberger. “Evolutionary Construction of Multiple Graph Alignments for the Structural Analysis of Biomolecules.” In IIn Proceedings GCB-2008, Germany Conference on Bioinformatics, Dresden 2008, edited by A. Beyer and M. Schroeder, 44–53, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16164
Hühn, J., and Eyke Hüllermeier. “Is an Ordinal Class Structure Useful in Classifier Learning?” International Journal of Data Mining, Modeling and Management 1, no. 1 (2008): 45–67.
LibreCat
2008 | Journal Article | LibreCat-ID: 16166
Hüllermeier, Eyke, J. Fürnkranz, W. Cheng, and K. Brinker. “Label Ranking by Learning Pairwise Preferences.” Artificial Intelligence 172 (2008): 1897–1917.
LibreCat
2008 | Journal Article | LibreCat-ID: 16167
Vanderlooy, S., and Eyke Hüllermeier. “A Critical Analysis of Variants of the AUC.” Machine Learning 72 (2008): 247–72.
LibreCat
2008 | Journal Article | LibreCat-ID: 16168
Fürnkranz, J., Eyke Hüllermeier, E. Mencia, and K. Brinker. “Multilabel Classification via Calibrated Label Ranking.” Machine Learning 73, no. 2 (2008): 133–53.
LibreCat
2008 | Journal Article | LibreCat-ID: 16169
Hüllermeier, Eyke, and K. Brinker. “Learning Valued Preference Structures for Solving Classification Problems.” Fuzzy Sets and Systems 159, no. 18 (2008): 2337–52.
LibreCat
2008 | Journal Article | LibreCat-ID: 16184
Beringer, J., and Eyke Hüllermeier. “Case-Based Learning in a Bipolar Possibilistic Framework.” International Journal of Intelligent Systems 23, no. 10 (2008): 1119–34.
LibreCat
2008 | Book Chapter | LibreCat-ID: 16225
Hüllermeier, Eyke. “Granular Computing in Machine Learning and Data Mining.” In Handbook on Granular Computing, edited by W. Pedrycz, A. Skowron, and V. Kreinovich, 889–906. John Wiley and Sons, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10154
Hüllermeier, Eyke. “Fuzzy Methods in Data Mining.” In Encyclopedia of Data Warehousing and Mining - Second Edition, 907–12. Idea Group, Inc.,Hershey, USA, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10185
Hüllermeier, Eyke, and J. Fürnkranz. “Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.” In Preferences and Similarities, edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz, 283–304. Preferences and Similarities. Springer, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13599
Hüllermeier, Eyke, I. Vladimirskiy, B. Prados Suarez, and E. Stauch. “Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions.” In In Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, edited by K.D. Althoff, R. Bergmann, M. Minor, and A. Hanft, 240–54, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13600
Cheng, W., and Eyke Hüllermeier. “Learning Similarity Functions from Qualitative Feedback.” In In Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, edited by K.D. Althoff, R. Bergmann, M. Minor, and A. Hanft, 120–34. Springer, 2008.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15782
Cheng, W., Eyke Hüllermeier, B. Seeger, and I. Vladimirskiy. “Interactive Ranking of Skylines Using Machine Learning Techniques.” In In Proceedings Workshop LWA-2007, Lernen-Wissensentdeckung-Adaptivität, Halle/Saale, Germany, 141–48, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15783
Fober, T., Eyke Hüllermeier, and M. Mernberger. “Evolutionary Construction of Multiple Graph Alignments for the Structural Analysis of Biomolecules.” In In Proceedings 17th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 1–14, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15784
Vladimirskiy, I., Eyke Hüllermeier, and E. Stauch. “Similarity Search over Uncertain Archaeological Data Using a Modified Skyline Operator.” In In Workshop Proceedings from ICCBR-2007 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, edited by D.C. Wilson and D. Khemani, 31–40, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14832
Hüllermeier, Eyke, and J. Fürnkranz. “On Minimizing the Position Error in Label Ranking.” In In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, September 2007. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14833
Brinker, K., and Eyke Hüllermeier. “Label Ranking in Case-Based Reasoning.” In In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, edited by M. Richter and R. Weber, 4626:77–91. LNAI. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14834
Beringer, J., and Eyke Hüllermeier. “Efficient Instance-Based Learning on Data Streams.” In In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig, edited by P. Perner, 34–48. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14835
Brinker, K., and Eyke Hüllermeier. “Case-Based Multilabel Ranking.” In In Proceedings IJCAI-07, 20th International Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007, 701–7, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15197
Hüllermeier, Eyke, and K. Brinker. “Fuzzy-Relational Classificaton : Combining Pairwise Decomposition Techniques with Fuzzy Preference Modeling.” In In Proceedings EUSFLAT-2007 5th International Conference on the European Society for Fuzzy Logic and Technology, Ostrava, Czech Republic, 1:353–60, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15198
Beringer, J., and Eyke Hüllermeier. “Adaptive Optimization of the Number of Clusters in Fuzzy Clustering, London 2007.” In In Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15199
Hüllermeier, Eyke, N. Weskamp, G. Klebe, and D. Kuhn. “Graph Alignment: Fuzzy Pattern Mining for the Structural Analysis of Protein Active Sites.” In In Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, London, 2007.
LibreCat
2007 | Journal Article | LibreCat-ID: 16170
Hüllermeier, Eyke, and Y. Yi. “In Defense of Fuzzy Association Analysis.” IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics 37, no. 4 (2007): 1039–43.
LibreCat
2007 | Journal Article | LibreCat-ID: 16171
Hüllermeier, Eyke. “Credible Case-Based Inference Using Similarity Profiles.” IEEE Transactions on Knowledge and Data Engineering 19, no. 5 (2007): 847–58.
LibreCat
2007 | Journal Article | LibreCat-ID: 16172
Beringer, J., and Eyke Hüllermeier. “Efficient Instance-Based Learning on Data Streams.” Intelligent Data Analysis 11, no. 6 (2007): 627–50.
LibreCat
2007 | Journal Article | LibreCat-ID: 16175
Dubois, D., and Eyke Hüllermeier. “Comparing Probability Measures Using Possibility Theory: A Notion of Relative Peakedness.” International Journal of Approximate Reasoning 45, no. 2 (2007): 364–85.
LibreCat
2007 | Journal Article | LibreCat-ID: 16179
Weskamp, N., Eyke Hüllermeier, D. Kuhn, and G. Klebe. “Multiple Graph Aligment for the Structural Analysis of Protein Active Sites.” IEEE/ACM Transactions of Computational Biology and Bioinformatics 4, no. 2 (2007): 310–20.
LibreCat
2007 | Journal Article | LibreCat-ID: 16194
Karimi, I., and Eyke Hüllermeier. “Risk Assessment for Natural Hazards: A New Approach Based on Fuzzy Probability.” Fuzzy Sets and Systems 158, no. 9 (2007): 987–99.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16224
Hüllermeier, Eyke. “Why Fuzzy Set Theory Is Useful in Data Mining.” In Successes and New Directions in Data Mining, edited by F. Masseglia, P. Poncelet, and M. Teisseire, 1–16. Information Science Reference, Hershey, New York, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16226
Beringer, J., and Eyke Hüllermeier. “Fuzzy Clustering of Parallel Data Streams.” In Advances in Fuzzy Clustering and Its Applications , edited by J. Valente de Oliveira and W. Pedrycz, 333–52. John Wiley and Sons, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16227
Hüllermeier, Eyke. “Fuzzy Methods for Data Mining and Machine Learning: State of the Art and Prospects.” In Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 355–74. Springer, 2007.
LibreCat
2007 | Book | LibreCat-ID: 16282
Hüllermeier, Eyke. Case-Based Approximate Reasoning. Vol. 44. Series B: Mathematical and Statistical Methods. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 13601
Sulzmann, J.N., J. Fürnkranz, and Eyke Hüllermeier. “On Pairwise Naive Bayes Classifiers.” In In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland. Springer, 2007.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15785
Beringer, J., and Eyke Hüllermeier. “Adaptive Optimization of the Number of Clusters in Fuzzy Clustering, Dortmund, Germany 2006.” In In Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 140–49, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15786
Hüllermeier, Eyke, and K. Brinker. “Classification via Fuzzy Preference Learning.” In In Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 190–99, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15798
Hüllermeier, Eyke. “Credible Case-Based Inference Using Similarity Profiles.” In In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey, edited by M. Minor, 230–42, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14836
Bade, K., Eyke Hüllermeier, and A. Nürnberger. “Hierarchical Classification by Expected Utility Maximization.” In In Proceedings ICDM-2006, IEEE International Conference on Data Mining, 43–52. IEEE Computer Society Press, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14837
Brinker, K., and Eyke Hüllermeier. “Case-Based Label Ranking.” In In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006, 566–73. Springer, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14838
Brinker, K., J. Fuernkranz, and Eyke Hüllermeier. “A Unified Model for Multilabel Classification and Ranking.” In In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva Del Garda, Italy, edited by G. Brewka, S. Coradeschi, A. Perini, and P. Traverso, 489–93, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15201
Hüllermeier, Eyke. “Integrating Instance-Based Learning and Logistic Regression.” In In Proceedings IPMU-2006 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15213
Hüllermeier, Eyke. “The Choquet Integral as an Aggregation Operator in Case-Based Learning.” In In Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund, edited by B. Reusch, 615–28. Springer, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16173
Dubois, D., Eyke Hüllermeier, and H. Prade. “A Systematic Approach to the Assessment of Fuzzy Association Rules.” Data Mining and Knowledge Discovery 13, no. 2 (2006): 167–92.
LibreCat
2006 | Journal Article | LibreCat-ID: 16176
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Methods in Case-Based Recommendation and Decision Support.” Journal of Intelligent Information Systems 27 (2006): 95–115.
LibreCat
2006 | Journal Article | LibreCat-ID: 16177
Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” Intelligent Data Analysis 10, no. 5 (2006): 419–40.
LibreCat
2006 | Journal Article | LibreCat-ID: 16180
Block, P., J. Paern, Eyke Hüllermeier, P. Sanschagrin, C. Sotriffer, and G. Klebe. “Physicochemical Descriptors to Discriminate Protein Interactions in Permanent and Transient Complexes by Means of Machine Learning Algorithms.” Proteins: Structure, Function and Bioinformatics 65, no. 3 (2006): 607–22.
LibreCat
2006 | Journal Article | LibreCat-ID: 16182
Kuhn, D., N. Weskamp, S. Schmitt, Eyke Hüllermeier, and G. Klebe. “From the Similarity Analysis of Protein Cavities to the Functional Classification of Protein Families Using Cavbase.” Journal of Molecular Biology 359, no. 4 (2006): 1023–44.
LibreCat
2006 | Journal Article | LibreCat-ID: 16183
Beringer, J., and Eyke Hüllermeier. “Online Clustering of Parallel Data Streams.” Data and Knowledge Engineering 58, no. 2 (2006): 180–204.
LibreCat
2006 | Journal Article | LibreCat-ID: 16195
Karimi, I., Eyke Hüllermeier, and K. Meskouris. “A Fuzzy-Probablistic Earthquake Risk Assessment System.” Soft Computing 11, no. 3 (2006): 229–38.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15799
Brinker, K., and Eyke Hüllermeier. “Calibrated Label-Ranking.” In In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada, edited by S. Agarwal, C. Cortes, and R. Herbrich, 1–6. http://web.mit.edu/shivani/www/Ranking-NIPS-05/., 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15800
Hüllermeier, Eyke, J. Fürnkranz, and J. Beringer. “On Position Error and Label Ranking through Iterated Choice.” In In Proceedings LWA/FGML-2005, German Workshop on Machine Learning, Saarbrücken, Germany , 158–63, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14839
Hüllermeier, Eyke, and Cho-k NN. “A Method for Combining Interacting Pieces of Evidence in Case-Based Learning.” In In Proceedings IJCAI-05, 19th International Joint Conference on Artificial Intelligence, Edingburgh, Scotland, edited by L. Kaelbling and A. Saffiotti, 3–8, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14840
Hüllermeier, Eyke, and J. Fürnkranz. “Learning Label Preferences: Ranking Error versus Position Error.” In In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili, J. Kok, J. Pena, A. Siebes, and A. Feelders, 3646:180–91. LNCS. Springer, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14841
Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” In In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili, J. Kok, J. Pena, A. Siebes, and A. Feelders, 3646:168–79. LNAI. Springer, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15105
Dubois, D., and Eyke Hüllermeier. “A Notion of Comarative Probabilistic Entroy Based on the Possibilistic Specificity Ordering.” In In Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15214
Karimi, I., and Eyke Hüllermeier. “A Fuzzy-Probablistic Risk Assessment System for Natural Disasters.” In In Proceedings IFSA-2005, 11th World Congress of the International Fuzzy System Association, Beijing, China, 1147–53, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15215
Lughofer, E., Eyke Hüllermeier, and E. Klement. “Improving the Interpretability of Data-Driven Evolving Fuzzy Systems.” In In Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15216
Yi, Y., and Eyke Hüllermeier. “Learning Complexity-Boundet Rule-Based Classifiers by Combining Association Analysis and Genetic Algorithms.” In In Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
LibreCat
2005 | Journal Article | LibreCat-ID: 16174
Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining: Status and Prospects.” Fuzzy Sets and Systems 156, no. 3 (2005): 387–406.
LibreCat
2005 | Journal Article | LibreCat-ID: 16178
Hüllermeier, Eyke. “Experience-Based Decision Making: A Satisficing Decision Tree Approach.” IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans 35, no. 5 (2005): 641–53.
LibreCat
2005 | Journal Article | LibreCat-ID: 16181
Balasubramaniyan, R., Eyke Hüllermeier, N. Weskamp, and J. Kämper. “Clustering of Gene Expression Data Using a Local Shape-Based Similarity Measure.” Bioinformatics 21, no. 7 (2005): 1069–77.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15801
Dubois, D., Eyke Hüllermeier, and H. Prade. “A Systematic Approach to the Assessment of Fuzzy Association Rules.” In In Proceedings of the Workshop on Alternative Techniques for Data Mining and Knowledge Discovery, IEEE International Conference on Data Mining, Brighton, UK, edited by JC. Cubero, D. Sanchez, Z. Ras, and T. Sudkamp, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15804
Weskamp, N., Eyke Hüllermeier, D. Kuhn, and G. Klebe. “Graph Alignments: A New Concept to Detect Conserved Regions in Protein Active Sites.” In In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany, edited by R. Giegerich and J. Stoye, 131–40. Lecture Notes in Informatics, Bielefeld, Germany. Springer, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 14842
Hüllermeier, Eyke. “Instance-Based Prediction with Guaranteed Confidence.” In In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain, edited by R. Lopez de Mantaras and L. Saitta, 97–101. IOS Press, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15217
Hüllermeier, Eyke, and J. Fürnkranz. “Comparison of Ranking Procedures in Pairwise Preference Learning.” In In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15218
Hüllermeier, Eyke, and J. Fürnkranz. “Ranking by Pairwise Comparison: A Note on Risk Minimization.” In In Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15219
Karimi, I., Eyke Hüllermeier, and K. Meskouris. “An Earthquake Risk Assessment Method Based on Fuzzy Probability.” In In Proceedings 6th International FLINS Conference on Applied Computational Intelligence, Duinse Polders, Blankenberg,Belgien, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15220
Hüllermeier, Eyke, and J. Beringer. “Learning Decision Rules from Positive and Negative Preferences.” In In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
LibreCat
2004 | Journal Article | LibreCat-ID: 16185
Hüllermeier, Eyke, I. Renners, and A. Grauel. “An Evolutionary Approach to Constraints-Regularized Learning.” Mathware and Soft Computing 11, no. 2–3 (2004): 109–24.
LibreCat
2004 | Journal Article | LibreCat-ID: 16186
Weskamp, N., D. Kuhn, Eyke Hüllermeier, and G. Klebe. “Efficient Similarity Search in Protein Structure Databases: Improving Clique-Detection through Clique-Hashing.” Bioinformatics 20, no. 10 (2004): 1522–26.
LibreCat
2004 | Journal Article | LibreCat-ID: 16187
Hüllermeier, Eyke. “Flexible Constraints for Regularization in Learning from Data.” International Journal of Intelligent Systems 19, no. 6 (2004): 525–41.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15802
Weskamp, N., D. Kuhn, Eyke Hüllermeier, and G. Klebe. “Efficient Similarity Search in Protein Structure Databases: Improving Clique-Detection through Geometric Hashing.” In In Proceedings GCB-2003 German Conference on Bioinformatics, Munich, Germany, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15803
Hüllermeier, Eyke. “Instance-Based Learning of Credible Label Sets.” In In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, edited by A. Günter, R. Kruse, and B. Neumann. 2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15065
Hüllermeier, Eyke. “Regularized Learning with Flexible Constraints.” In In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis, edited by M.R. Berthold, H.J. Lenz, E. Bradley, R. Kruse, and C. Borgelt, Vol. 2810. Lecture Notes in Computer Science, Berlin. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15066
Fürnkranz, J., and Eyke Hüllermeier. “Pairwise Preference Learning and Ranking.” In In Proceedings ECML-2003, 13 Th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15221
Hüllermeier, Eyke. “Instance-Based Collaborative Filtering with Fuzzy Labels.” In In Proceedings EUSFLAT-2003 3th International Conference on the European Society for Fuzzy Logic and Technology, Zittlau, Germany, 468–73, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15222
Dubois, D., Eyke Hüllermeier, and H. Prade. “A Note on Quality Measures for Fuzzy Association Rules.” In In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15223
Hüllermeier, Eyke. “Inducing Fuzzy Concepts through Extended Version Space Learning.” In In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
LibreCat
2003 | Journal Article | LibreCat-ID: 16188
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” Artificial Intelligence 148, no. 1–2 (2003): 335–83.
LibreCat
2003 | Journal Article | LibreCat-ID: 16189
De Calmès, M., D. Dubois, Eyke Hüllermeier, H. Prade, and F. Sèdes. “Flexibility and Case-Based Evaluation in Querying: An Illustration in an Experimental Setting.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 11, no. 1 (2003): 43–66.
LibreCat
2003 | Journal Article | LibreCat-ID: 16190
Dubois, D., Eyke Hüllermeier, and H. Prade. “On the Representation of Fuzzy Rules in Terms of Crisp Rules.” Information Sciences 151 (2003): 301–26.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier, Eyke. “Sequential Decision Making in Heuristic Search.” In Planning Based on Decision Theory (CISM Courses and Lectures No.472), edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz. Springer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16229
Dubois, D., Eyke Hüllermeier, and H. Prade. “Possibilistic Case-Based Decisions.” In Connectionist Approaches in Economics and Management Sciences, edited by C. Lesage and M. Cottrell, Vol. 6. Advances in Computational Management Sciences. Kluwer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier, Eyke, and J. Beringer. “Mining Implication-Based Fuzzy Association Rules in Databases.” In Intelligent Systems for Information Processing: From Representation to Applications, edited by B. Bouchon-Meunier, L. Foulloy, and R.R.. Yager. Elsevier, 2003.
LibreCat
2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, Eyke. “On the Representation and Combination of Evidence in Instance-Based Learning.” In In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, 360–64. IOS Press, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., D. Dubois, Eyke Hüllermeier, H. Prade, and F. Sèdes. “A Fuzzy Set Approach to Flexible Case-Based Querying: Methodology and Experimentation.” In In Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France, edited by D. Fensel, F. Giunchiglia, D. Mc Guinness, and M.A. Williams, 449–58. Morgan Kaufmann, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, Eyke. “Association Rules for Expressing Gradual Dependencies.” In In Proceedings PKDD-02 6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland, 200–211. Springer, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, Eyke. “Possibilistic Induction in Decision Tree Learning.” In In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, 173–84. Springer, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, Eyke. “Mining Implication-Based Fuzzy Association Rules in Databases.” In In Proceedings IPMU-2002 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems,Annecy, France, 101–8, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, Eyke. “Exploiting Similarity and Experience in Decision Making.” In In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 729–34, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., D. Dubois, Eyke Hüllermeier, H. Prade, and F. Sèdes. “Case-Based Quering and Prediction: A Fuzzy Set Approach.” In In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 735–40, 2002.
LibreCat
2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Model Adaption in Possibilistic Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 333–39.
LibreCat
2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Set-Based Methods in Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 322–32.
LibreCat
2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Knowledge-Based Extrapolation of Cases: A Possibilistic Approach.” In Technologies for Constructing Intelligent Systems, edited by B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, and R.R. Yager, 377–90. Springer, 2002.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, Eyke. “Experience-Based Decision Making and Learning from Examples.” In In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15805
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 108–15, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 93–99, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Instance-Based Prediction in the Framework of Possibility Theory.” In In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15106
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany, edited by De. Raedt and A. Siebes, 2168:241–52. LNAI. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier, Eyke. “Fuzzy Association Rules: Semantic Issues and Quality Measures.” In In Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany, edited by B. Reusch, 2206:380–91. LNCS. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., Eyke Hüllermeier, and H. Prade. “Toward the Representation of Implication-Based Fuzzy Rules in Terms of Crisp Rules.” In In Proceedings IFSA/NAFIPS-2001 Joint 9th World Congress of the International Fuzzy Systems Association and 20th Internatinonal Conference of the North American Fuzzy Information Processing Society, Vancouver, Canada, 1592–97, 2001.
LibreCat
2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” International Journal of Approximate Reasoning 26 (2001): 67–100.
LibreCat
2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier, Eyke. “Machinelles Lernen Und Komplexität.” In Ökonomie Und Gesellschaft, Jahrbuch 17: Komplexität Und Lernen, edited by F. Haslinger and P. Weise, 255–88. Metropolis, 2001.
LibreCat
2001 | Book Chapter | LibreCat-ID: 16233
Kraft, M., Eyke Hüllermeier, and P. Weise. “Empirische Überprüfung Eines Synergetischen Konjunkturmodells.” In Studien Zur Evoltorischen Ökonomik IV, edited by H.-W. Lorenz and B. Meyer, 11–44. Duncker & Humblot, Berlin, 2001.
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439 Publications
2013 | Conference Paper | LibreCat-ID: 15752
Cheng, W., S. Henzgen, and Eyke Hüllermeier. “Labelwise versus Pairwise Decomposition in Label Ranking.” In In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany, 129–36, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15753
Senge, Robin, J. del Coz, and Eyke Hüllermeier. “Rectifying Classifier Chains for Multi-Label Classification, Bamberg, Germany.” In In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany, 151–58, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15755
Busa-Fekete, Robert, T. Fober, and Eyke Hüllermeier. “Preference-Based Evolutionary Optimization Using Generalized Racing Algorithms.” In In Proceedings 23th Workshop Computational Intelligence, Dortmund Germany, edited by F. Hoffmann and Eyke Hüllermeier, 237–46. KIT Scientific Publishing, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15756
Henzgen, S., and Eyke Hüllermeier. “Weighted Rank Correlation Measures Based on Fuzzy Order Relations.” In In Proceedings 23th Workshop Computational Intelligence, Dortmund Germany, edited by F. Hoffmann and Eyke Hüllermeier, 227–36. KIT Scientific Publishing, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15757
Weng, P., Robert Busa-Fekete, and Eyke Hüllermeier. “Interactive Q-Learning with Ordinal Rewards and Unreliable Tutor.” In In Proceedings ECML/PKDD-Workshop on Reinforcement Learning from Generalized Feedback:Beyond Numerical Rewards, Prague, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15758
Busa-Fekete, Robert, B. Szörenyi, P. Weng, and Eyke Hüllermeier. “Preference-Based Evolutionary Direct Policy Search.” In In Proceedings ECML/PKDD-Workshop on Reinforcement Learning from Generalized Feedback:Beyond Numerical Rewards, Prague, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15759
Cheng, W., and Eyke Hüllermeier. “A Nearest Neigbor Approach to Label Ranking Based on Generalized Labelwise Loss Minimization.” In In Proceedings M-PREF`13, 7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15760
Shaker, Ammar, and Eyke Hüllermeier. “Event History Analysis on Data Streams: An Application to Earthquake Occurence.” In In Proceedings RealStream 2013, 1st International Workshop on Real-World Challenges for Data Stream Mining, Prague, Czech Republic, edited by G. Krempl, I. Zliobaite, Y. Wang, and G. Forman, 38–41, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15761
Senge, Robin, J.J. del Coz, and Eyke Hüllermeier. “On the Problem of Error Propagation in Classier Chains for Multi-Label Classification. Data Analysis, Machine Learning and Knowledge Discovery.” In In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification Society, Studies in Classification, Data Analysis and Knowledge Organization, Hildesheim, Germany , edited by L. Schmidt-Thieme and M. Spiliopoulou. Springer, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15763
Fober, T., G. Klebe, and Eyke Hüllermeier. “Local Clique Merging: An Extension of the Maximum Common Subgraph Measure with Applications in Structural Bioinformatics, Algorithms from and for Nature and Life.” In In Proceedings GFKL-2011, Conference of the German Classification Society, Frankfurt Germany, edited by B. Lausen, D. Van den Poel, and A. Ultsch, 279–86. Springer, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15112
Fallah Tehrani, A., and Eyke Hüllermeier. “Ordinal Choquistic Regression .” In In Proceedings EUSFLAT-2013 8th International Conference on the European Society for Fuzzy Logic and Technology, Milano, Italy, edited by J. Montero, G. Pasi, and D. Ciucci. Atlantis Press, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 15113
Nasiri, N., T. Fober, Robin Senge, and Eyke Hüllermeier. “Fuzzy Pattern Trees as an Alternative to Rule-Based Fuzzy Systems: Knowledge-Driven, Data-Driven and Hybrid Modeling of Colour Yield in Poyester Dyeing, Edmonton, Canada.” In In Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association, Edmonton, Canada, 715–21, 2013.
LibreCat
2013 | Journal Article | LibreCat-ID: 16044
Heider, D., Robin Senge, W. Cheng, and Eyke Hüllermeier. “Multilabel Classification for Exploiting Cross-Resistance Information in HIV-1 Drug Resistence Prediction.” Bioinformatics 29, no. 16 (2013): 1946–52.
LibreCat
2013 | Journal Article | LibreCat-ID: 16081
Bösner, S., K. Bönisch, J. Haasenritter , P. Schlegel, Eyke Hüllermeier, and N. Donner-Banzhoff. “Chest Pain in Primary Care: Is the Localization of Pain Diagnostically Helpful in the Critical Evaluation of Patients? A Cross Sectional Study. .” BMC Family Practice 14, no. 1 (2013): 154–62.
LibreCat
2013 | Journal Article | LibreCat-ID: 16086
Haasenritter, J., A. Viniol, A. Becker, S. Bösner, Eyke Hüllermeier, Robin Senge, and N. Donner-Banzhoff. “Diagnose Im Kontext - Eine Erweiterte Perspektive.” Zeitschrift Für Evidenz, Fortbildung Und Qualität Im Gesundheitswesen (ZEFQ) 107 (2013): 585–91.
LibreCat
2013 | Journal Article | LibreCat-ID: 16123
Shaker, A., R. Senge, and Eyke Hüllermeier. “Evolving Fuzzy Pattern Trees for Binary Classification on Data Streams.” Information Sciences 220 (2013): 34–45.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13115
Szarvas, G., Robert Busa-Fekete, and Eyke Hüllermeier. “Learning to Rank Lexical Substitutions.” In In Proceedings EMNLP-2013 Conference on Empirical Methods in Natural Language Processing, Seattle, USA, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13116
Dembczynski, K., A. Jachnik, W. Kotlowski, W. Waegeman, and Eyke Hüllermeier. “Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization.” In In Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA, edited by S. Dasgupta and D. McAllester, 1130–38, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13117
Busa-Fekete, Robert, B. Szoreny, P. Weng, W. Cheng, and Eyke Hüllermeier. “Top-k Selection Based on Adaptive Sampling of Noisy Preferences.” In In Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA, edited by S. Dasgupta and D. McAllester, 1094–1102, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13118
Hüllermeier, Eyke, and W. Cheng. “Preference-Based CBR: General Ideas and Basic Principles.” In In Proceedings IJCAI-13, 23rd International Joint Conference on Artificial Intelligence, Beijing, China, edited by F. Rossi, 3012–16. AAAI Press, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13119
Henzgen, Sascha, M. Strickert, and Eyke Hüllermeier. “Rule Chains for Visualizing Evolving Fuzzy Rule-Based Systems.” In In Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland, edited by R. Burduk, K. Jackowski, M. Kurzynski, M. Wozniak, and A. Zolnierek, 279–88. Springer, 2013.
LibreCat
2013 | Conference Paper | LibreCat-ID: 13190
Shaker, Ammar, and Eyke Hüllermeier. “Recovery Analysis for Adaptive Learning from Non-Stationary Data Streams.” In In Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland, edited by R. Burduk, K. Jackowski, M. Kurzynski, W. Wozniak, and A. Zolnierek, 289–98. Springer, 2013.
LibreCat
2012 | Conference Paper | LibreCat-ID: 15299
Leinweber, M., L. Baumgärtner, M. Mernberger, T. Fober, Eyke Hüllermeier, G. Klebe, and B. Freisleben. “GPU-Based Cloud Computing for Comparing the Structure of Protein Binding Sites.” In In Proceedings IEEE Conference on Digital Ecosystem Technologies-Complex Environment Engineering Campione D`Italia, Italy, 2012.
LibreCat
2012 | Book Chapter | LibreCat-ID: 15396
Hüllermeier, Eyke, and A. Fallah Tehrani. “Efficient Learning of Classifiers Based on the 2-Additive Choquet Integral.” In Computational Intelligence in Intelligent Data Analysis, edited by C. Moewes and A. Nürnberger, 17–30. Studies in Computational Intelligence. Springer, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 15754
Bräuning, M., and Eyke Hüllermeier. “Learning Conditional Lexicographic Preference Trees.” In In Workshops on Preference Learning at ECAI, European Conference on Artiticial Intelligence, Montpellier, France, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 15114
Hüllermeier, Eyke, and A. Fallah Tehrani. “On the VC Dimension of the Choquet Integral.” In In Proceedings IPMU-2012 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Catania, Italy, 2012.
LibreCat
2012 | Journal Article | LibreCat-ID: 16084
Fallah Tehrani, A., W. Cheng, K. Dembczynski, and Eyke Hüllermeier. “Learning Monotone Nonlinear Models Using the Choquet Integral.” Machine Learning 89, no. 1 (2012): 183–211.
LibreCat
2012 | Journal Article | LibreCat-ID: 16085
Bustince, H., M. Pagola, R. Mesiar, Eyke Hüllermeier, and F. Herrera. “Grouping, Overlap and Generalized Bientropic Functions for Fuzzy Modeling of Pairwise Comparisons.” IEEE Transactions on Fuzzy Systems 20, no. 3 (2012): 405–15.
LibreCat
2012 | Journal Article | LibreCat-ID: 16087
Fürnkranz, J., Eyke Hüllermeier, W. Cheng, and S.H. Park. “Preference-Based Reinforcement Learning: A Formal Framework and a Policy Iteration Algorithm.” Machine Learning 89, no. 1 (2012): 123–56.
LibreCat
2012 | Journal Article | LibreCat-ID: 16088
Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “On Label Dependence and Loss Minimization in Multi-Label Classification.” Machine Learning 88, no. 1–2 (2012): 5–45.
LibreCat
2012 | Journal Article | LibreCat-ID: 16089
Shaker, Ammar, and Eyke Hüllermeier. “IBL Streams: A System for Instance-Based Classification and Regression on Data Streams.” Evolving Systems 3, no. 4 (2012): 235–49.
LibreCat
2012 | Journal Article | LibreCat-ID: 16090
Dolorez Ruiz, M., and Eyke Hüllermeier. “A Formal and Empirical Analysis of the Fuzzy Gamma Rank Correlation Coefficient.” Information Sciences 206 (2012): 1–17.
LibreCat
2012 | Journal Article | LibreCat-ID: 16091
Fallah Tehrani, A., W. Cheng, and Eyke Hüllermeier. “Preference Learning Using the Choquet Integral: The Case of Multipartite Ranking.” IEEE Transactions on Fuzzy Systems 20, no. 6 (2012): 1102–13.
LibreCat
2012 | Journal Article | LibreCat-ID: 16092
Fober, T., M. Mernberger, G. Klebe, and Eyke Hüllermeier. “Fingerprint Kernels for Protein Structure Comparison.” Molecular Informatics 31, no. 6–7 (2012): 443–52.
LibreCat
2012 | Journal Article | LibreCat-ID: 16093
Hüllermeier, Eyke, M. Rifqi, Sascha Henzgen, and Robin Senge. “Comparing Fuzzy Partitions: A Generalization of the Rand Index and Related Measures.” IEEE Transactions on Fuzzy Systems 20, no. 3 (2012): 546–56.
LibreCat
2012 | Journal Article | LibreCat-ID: 16094
Senge, Robin, T. Fober, N. Nasiri, and Eyke Hüllermeier. “Fuzzy Pattern Trees: Ein Alternativer Ansatz Zur Fuzzy-Modellierung.” At-Atomatisierungstechnik 60, no. 10 (2012): 622–29.
LibreCat
2012 | Conference Paper | LibreCat-ID: 13120
Cheng, W., Eyke Hüllermeier, W. Waegeman, and V. Welker. “Label Ranking with Partial Abstention Based on Thresholded Probalistic Models.” In In Proceedings NIPS-2012, 26th Annual Conference on Neural Information Processing Systems, Lake Tahoe, Nevada, USA, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 13191
Cheng, W., and Eyke Hüllermeier. “Probability Estimation for Mulit-Class Classification Based on Label Ranking.” In Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 13192
Dembczynski, K., W. Kotlowski, and Eyke Hüllermeier. “Consistent Multilabel Ranking through Univariate Loss Minimization.” In In Proceedings ICML-2012, International Conference on Machine Learning, Edinburgh, Scotland, edited by J. Langford and J. Pineau, 2012.
LibreCat
2012 | Conference Paper | LibreCat-ID: 13193
Dembczynski, K., W. Waegeman, and Eyke Hüllermeier. “An Analysis of Chaining in Multi-Label Classification.” In In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France , 294–99. IOS Press, 2012.
LibreCat
2012 | Book Chapter | LibreCat-ID: 10153
Hüllermeier, Eyke. “Fuzzy Rules in Data Mining: From Fuzzy Associations to Gradual Dependencies.” In Combining Experimentation and Theory, edited by E. Trillas, P.P. Bonissone, L. Magdalena, and J. Kacprzyk, 271:123–35. Studies in Fuzziness and Soft Computing. Springer, 2012.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15762
Dembczynski, K., W. Waegeman, and Eyke Hüllermeier. “Joint Mode Estimation in Multi-Label Classification by Chaining.” In In Proceedings ECML Workshop on Collective Inference and Learning on Structured Data, Athens, Greece, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15764
Mernberger, M., D. Moog, S. Stork, S. Zauner, U. Maier, and Eyke Hüllermeier. “Prediction of Protein Localization for Specialized Compartments Using Time Series Kernels.” In In Proceedings GCB-2011 German Conference on Bioinformatics Munich, Germany, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15115
Nasiri, M., Eyke Hüllermeier, Robin Senge, and E. Lughofer. “Comparing Methods for Knowledge-Driven and Data-Driven Fuzzy Modeling: A Case Study in Textile Industry.” In In Proceedings IFSA-2011 World Congress of the International Fuzzy Systems Association, Surabaya and Bali Island, Indonesia, RW-103-1-6, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15116
Lughofer, E., and Eyke Hüllermeier. “On-Line Redundancy Deletion in Evolving Fuzzy Regression Models Using a Fuzzy Inclusion Measure.” In In Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-Les-Bains, France, edited by S. Galichet, J. Montero, and G. Mauris, 380–87, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 15117
Fallah Tehrani, A., W. Cheng, and Eyke Hüllermeier. “Choquistic Regression: Generalizing Logistic Regression Using the Choquet Integral.” In In Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-Les-Bains, France, 868–75, 2011.
LibreCat
2011 | Journal Article | LibreCat-ID: 16119
Hirsch, O., S. Bösner, Eyke Hüllermeier, R. Senge, K. Dembczynski, and N. Donner-Banzhoff. “Multivariate Modeling to Identify Patterns in Clinical Data: The Example of Chest Pain.” BMC Medical Research Methodology 11, no. 155 (2011).
LibreCat
2011 | Journal Article | LibreCat-ID: 16126
Domshlak, C., Eyke Hüllermeier, S. Kaci, and H. Prade. “Preferences in AL: An Overview.” Artificial Intelligence 175, no. 7–8 (2011): 1037–52.
LibreCat
2011 | Journal Article | LibreCat-ID: 16147
Hüllermeier, Eyke. “Fuzzy Machine Learning and Data Mining.” WIREs Data Mining and Knowledge Discovery 1, no. 4 (2011): 269–83.
LibreCat
2011 | Journal Article | LibreCat-ID: 16148
Mernberger, M., G. Klebe, and Eyke Hüllermeier. “SEGA: Semi-Global Graph Alignment for Structure-Based Protein Comparison.” IEEE/ACM Transactions of Computational Biology and Bioinformatics 8, no. 5 (2011): 1330–43.
LibreCat
2011 | Journal Article | LibreCat-ID: 16149
Fober, T., S. Glinca, G. Klebe, and Eyke Hüllermeier. “Superposition and Alignment of Labeled Point Clouds.” IEEE/ACM Transactions on Computational Biology and Bioinformatics 8, no. 6 (2011): 1653–66.
LibreCat
2011 | Journal Article | LibreCat-ID: 16150
Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining.” Applied Soft Computing Journal, 2011, 1493–1505.
LibreCat
2011 | Journal Article | LibreCat-ID: 16153
Senge, Robin, and Eyke Hüllermeier. “Top-down Induction of Fuzzy Pattern Trees.” IEEE Transactions on Fuzzy Systems 19, no. 2 (2011): 241–52.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13194
Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “An Exact Algorithm for F-Measure Maximization.” In In Proceedings NIPS-2011, 25th Annual Conference on Neural Information Processing Systems, Granada, Spain, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13195
Cheng, W., J. Fuernkranz, Eyke Hüllermeier, and S.H. Park. “Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning.” In Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece, , 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13196
Fürnkranz, J., and Eyke Hüllermeier. “Learning from Label Preferences.” In In Proceedings DS-2011, 14th International Conference on Discovery Science, Number 6926 in LNAI, edited by T. Elomaa, J. Hollmen, and H. Mannila, 2–17. Springer, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13197
Fallah Tehrani, A., W. Cheng, K. Dembczynski, and Eyke Hüllermeier. “Learning Monotone Nonlinear Models Using the Choquet Integral.” In In Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13198
Hüllermeier, Eyke, and P. Schlegel. “Preference-Based CBR: First Steps toward a Methodological Framework.” In In Proceedings ICCBR-2011, 19th International Conference on Case-Based Reasoning, Number 6880 in LNAI, edited by A. Ram and N. Wiratunga, 77–91. Springer, 2011.
LibreCat
2011 | Conference Paper | LibreCat-ID: 13588
Kotlowski, W., K. Dembczynski, and Eyke Hüllermeier. “Bipartite Ranking through Minimization of Univariate Loss.” In In Proceedings ICML-2011, 28th International Conference on Machine Learning, Washington, USA, 2011.
LibreCat
2010 | Book Chapter | LibreCat-ID: 15297
Hüllermeier, Eyke, and J. Hühn. “An Analysis of the FURIA Algorithm for Fuzzy Rule Induction.” In Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski, edited by J. Koronacki, Z.W. Ras, S.T. Wierzchon, and J. Kacprzyk, 262:321–44. Studies in Computational Intelligence. Springer, 2010.
LibreCat
2010 | Book Chapter | LibreCat-ID: 15298
Fürnkranz, J., and Eyke Hüllermeier. “Preference Learning: An Introduction.” In Preference Learning, edited by J. Fürnkranz and Eyke Hüllermeier, 1–18. Springer, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 15765
Fober, T., M. Mernberger, G. Klebe, and Eyke Hüllermeier. “Efficient Similarity Retrieval for Protein Binding Sites Based on Histogram Comparison.” In In Proceedings GCB-2010 German Conference on Bioinformatics Braunschweig, Germany, 51–60, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 15772
Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “On Label Dependence in Multi-Label Classification.” In In Proceedings MLD-2010, 2nd International Workshop on Learning from Multi-Label Data, Haifa, Israel, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 15118
Fober, T., and Eyke Hüllermeier. “Similarity Measures for Protein Structures Based on Fuzzy Histogram Comparison.” In In Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 15119
Senge, Robin, and Eyke Hüllermeier. “Pattern Trees for Regression and Fuzzy Systems Modeling.” In In Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain, 2010.
LibreCat
2010 | Journal Article | LibreCat-ID: 16121
Pfeffer, P., T. Fober, Eyke Hüllermeier, and G. Klebe. “GARLig: A Fully Automated Tool for Subset Selection of Large Fragment Spaces via a Self-Adaptive Genetic Algorithm.” Journal of Chemical Information and Modeling 50, no. 9 (2010): 1644–59.
LibreCat
2010 | Journal Article | LibreCat-ID: 16151
Hüllermeier, Eyke, and S. Vanderlooy. “Combining Predictions in Pairwise Classification: An Optimal Adaptive Voting Strategy and Its Relation to Weighted Voting.” Pattern Recognition 43, no. 1 (2010): 128–42.
LibreCat
2010 | Journal Article | LibreCat-ID: 16152
Hüllermeier, Eyke, and J. Fürnkranz. “On Predictive Accuracy and Risk Minimization in Pairwise Label Ranking.” Journal of Computer and System Sciences 76, no. 1 (2010): 49–62.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13589
Dembczynski, K., W. Cheng, and Eyke Hüllermeier. “Bayes Optimal Multilabel Classification via Probalistic Classifier Chains.” In In Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel, edited by J. Fürnkranz and T. Joachims, 279–86, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13590
Cheng, W., K. Dembczynski, and Eyke Hüllermeier. “Label Ranking Based on the Plackett-Luce Model.” In In Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel, edited by J. Fürnkranz and T. Joachims, 215–22, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13591
Cheng, W., K. Dembczynski, and Eyke Hüllermeier. “Graded Multi-Label Classification: The Ordinal Case.” In In Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel, edited by J. Fürnkranz and T. Joachims, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13593
Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss.” In In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13594
Cheng, W., M. Rademaker, B. De Beats, and Eyke Hüllermeier. “Predicting Partial Orders: Ranking with Abstention.” In In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain, 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 13597
Hüllermeier, Eyke. “Uncertainty in Clustering and Classification .” In In Proceedings SUM 2010, International Conference on Scalable Uncertainty Management , 6379:16–19. Springer, 2010.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15773
Cheng, W., and Eyke Hüllermeier. “A Simple Instance-Based Approach to Multilabel Classification Using the Mallows Model.” In In Proceedings MLD-2009 1st International Workshop on Learning from Multi-Label Data, Bled, Slovenia, 28–38, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15774
Senge, Robin, and Eyke Hüllermeier. “Learning Pattern Tree Classifiers Using a Co-Evolutionary Algorithm.” In In Proceedings 19th Workshop Computational Intelligence, Dortmund Germany, edited by F. Hoffmann and Eyke Hüllermeier, 22–33. KIT Scientific Publishing, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15775
Fober, T., M. Mernberger, R. Moritz, and Eyke Hüllermeier. “Graph-Kernels for the Comparative Analysis of Protein Active Sites.” In In Proceedings GCB-2009 German Conference on Bioinformatics Halle (Saale), Germany, edited by I. Grosse, S. Neumann, S. Posch, F. Schreiber, and P.. Stadler, 21–31, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15776
Senge, Robin, and Eyke Hüllermeier. “Learning Pattern Tree Classifiers Using a Co-Evolutionary Algorithm.” In In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany, 105–10, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15778
Fober, T., M. Mernberger, Vitaly Melnikov, R. Moritz, and Eyke Hüllermeier. “Extension and Empirical Comparison of Graph-Kernels for the Analysis of Protein Active Sites.” In In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany, 30–36, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15120
Fober, T., G. Klebe, and Eyke Hüllermeier. “Efficient Construction of Multiple Geometrical Alignments for the Comparison of Protein Binding Sites.” In In Proceedings ISDA-2009, 9th International Conference on Intelligent Systems Design and Applications, Pisa, Italy, 1251–56, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15194
Boukhris, I., Z. Elouedi, T. Fober, M. Mernberger, and Eyke Hüllermeier. “Similarity Analysis of Protein Binding Sites: A Generalization of the Maximum Common Subgraph Measure Based on Quasi-Clique Detection.” In In Proceedings IDA-2009, 9th International Symposium on Intelligent Data Analysis, Pisa / Italy, 1245–50, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15195
Fober, T., and Eyke Hüllermeier. “Fuzzy Modeling of Labeled Point Cloud Superposition for the Comparison of Protein Binding Sites.” In In Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal, 1299–1304, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 15196
Hüllermeier, Eyke, and M. Rifqi. “A Fuzzy Variant of the Rand Index for Comparing Clustering Structures.” In In Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal, 1294–98, 2009.
LibreCat
2009 | Journal Article | LibreCat-ID: 16154
Weskamp, N., Eyke Hüllermeier, and G. Klebe. “Merging Chemical and Biological Space: Structural Mapping of Enzyme Binding Pocket Space.” Proteins 76, no. 2 (2009): 317–30.
LibreCat
2009 | Journal Article | LibreCat-ID: 16158
Hühn, J., and Eyke Hüllermeier. “FURIA: An Algorithm for Unordered Fuzzy Rule Induction.” Data Mining and Knowledge Discovery 19 (2009): 293–319.
LibreCat
2009 | Journal Article | LibreCat-ID: 16159
Hüllermeier, Eyke, and S. Vanderlooy. “Why Fuzzy Decision Trees Are Good Rankers.” IEEE Transactions on Fuzzy Systems 17, no. 6 (2009): 1233–44.
LibreCat
2009 | Journal Article | LibreCat-ID: 16160
Cheng, W., and Eyke Hüllermeier. “Combining Instance-Based Learning and Logistic Regression for Multilabel Classification.” Machine Learning 76, no. 2–3 (2009): 211–25.
LibreCat
2009 | Journal Article | LibreCat-ID: 16161
Yi, Y., T. Fober, and Eyke Hüllermeier. “Fuzzy Operator Trees for Modeling Rating Functions.” International Journal of Computational Intelligence and Applications 8, no. 4 (2009): 413–28.
LibreCat
2009 | Journal Article | LibreCat-ID: 16162
Fober, T., M. Mernberger, G. Klebe, and Eyke Hüllermeier. “Evolutionary Construction of Multiple Graph Alignments for the Structural Analysis of Biomolecules.” Bioinformatics 25, no. 16 (2009): 2110–17.
LibreCat
2009 | Journal Article | LibreCat-ID: 16163
Hühn, J., and Eyke Hüllermeier. “FR3: A Fuzzy Rule Learner for Inducing Reliable Classifiers.” IEEE Transactions on Fuzzy Systems 17, no. 1 (2009): 138–49.
LibreCat
2009 | Journal Article | LibreCat-ID: 16165
Hüllermeier, Eyke, I. Vladimirskiy, B. Prados Suarez, and E. Stauch. “Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions.” Künstliche Intelligenz 1, no. 09 (2009): 24–29.
LibreCat
2009 | Book Chapter | LibreCat-ID: 10188
Hüllermeier, Eyke. “On the Usefulness of Fuzzy Sets in Data Mining.” In Views on Fuzzy Sets and Systems from Different Perspectives: Philosophy and Logic, Criticisms and Applications, edited by R. Seising, 457–70. Springer, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13595
Cheng, W., J. Hühn, and Eyke Hüllermeier. “Decision Tree and Instance-Based Learning for Label Ranking.” In In Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada, 161–68, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13596
Fürnkranz, J., Eyke Hüllermeier, and S. Vanderlooy. “Binary Decomposition Methods for Multipartite Ranking.” In In Proceedings ECML/PKDD-2009, European Conference on Machine Learning and Principles and Knowledge Discovery in Databases, Bled Sloveniaery in Databases, Bled, Slovenia, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13598
Cheng, W., and Eyke Hüllermeier. “A New Instance-Based Label Ranking Approach Using the Mallows Model. In Advances in Neural Networks.” In In Proceedings 6th International Symposium on Neural Networks, Wuhan, China, 707–16. Springer, 2009.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15779
Hüllermeier, Eyke, and S. Vanderlooy. “Weighted Voting as Approximate MAP Prediction in Pairwise Classification.” In In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 34–41, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15780
Fober, T., Eyke Hüllermeier, and M. Mernberger. “Evolutionary Construction of Multiple Graph Alignments for Mining Structured Biomolecular Data .” In In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 27–33, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15781
Fober, T., Eyke Hüllermeier, and M. Mernberger. “Evolutionary Construction of Multiple Graph Alignments for the Structural Analysis of Biomolecules.” In IIn Proceedings GCB-2008, Germany Conference on Bioinformatics, Dresden 2008, edited by A. Beyer and M. Schroeder, 44–53, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16164
Hühn, J., and Eyke Hüllermeier. “Is an Ordinal Class Structure Useful in Classifier Learning?” International Journal of Data Mining, Modeling and Management 1, no. 1 (2008): 45–67.
LibreCat
2008 | Journal Article | LibreCat-ID: 16166
Hüllermeier, Eyke, J. Fürnkranz, W. Cheng, and K. Brinker. “Label Ranking by Learning Pairwise Preferences.” Artificial Intelligence 172 (2008): 1897–1917.
LibreCat
2008 | Journal Article | LibreCat-ID: 16167
Vanderlooy, S., and Eyke Hüllermeier. “A Critical Analysis of Variants of the AUC.” Machine Learning 72 (2008): 247–72.
LibreCat
2008 | Journal Article | LibreCat-ID: 16168
Fürnkranz, J., Eyke Hüllermeier, E. Mencia, and K. Brinker. “Multilabel Classification via Calibrated Label Ranking.” Machine Learning 73, no. 2 (2008): 133–53.
LibreCat
2008 | Journal Article | LibreCat-ID: 16169
Hüllermeier, Eyke, and K. Brinker. “Learning Valued Preference Structures for Solving Classification Problems.” Fuzzy Sets and Systems 159, no. 18 (2008): 2337–52.
LibreCat
2008 | Journal Article | LibreCat-ID: 16184
Beringer, J., and Eyke Hüllermeier. “Case-Based Learning in a Bipolar Possibilistic Framework.” International Journal of Intelligent Systems 23, no. 10 (2008): 1119–34.
LibreCat
2008 | Book Chapter | LibreCat-ID: 16225
Hüllermeier, Eyke. “Granular Computing in Machine Learning and Data Mining.” In Handbook on Granular Computing, edited by W. Pedrycz, A. Skowron, and V. Kreinovich, 889–906. John Wiley and Sons, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10154
Hüllermeier, Eyke. “Fuzzy Methods in Data Mining.” In Encyclopedia of Data Warehousing and Mining - Second Edition, 907–12. Idea Group, Inc.,Hershey, USA, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10185
Hüllermeier, Eyke, and J. Fürnkranz. “Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.” In Preferences and Similarities, edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz, 283–304. Preferences and Similarities. Springer, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13599
Hüllermeier, Eyke, I. Vladimirskiy, B. Prados Suarez, and E. Stauch. “Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions.” In In Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, edited by K.D. Althoff, R. Bergmann, M. Minor, and A. Hanft, 240–54, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13600
Cheng, W., and Eyke Hüllermeier. “Learning Similarity Functions from Qualitative Feedback.” In In Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, edited by K.D. Althoff, R. Bergmann, M. Minor, and A. Hanft, 120–34. Springer, 2008.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15782
Cheng, W., Eyke Hüllermeier, B. Seeger, and I. Vladimirskiy. “Interactive Ranking of Skylines Using Machine Learning Techniques.” In In Proceedings Workshop LWA-2007, Lernen-Wissensentdeckung-Adaptivität, Halle/Saale, Germany, 141–48, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15783
Fober, T., Eyke Hüllermeier, and M. Mernberger. “Evolutionary Construction of Multiple Graph Alignments for the Structural Analysis of Biomolecules.” In In Proceedings 17th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 1–14, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15784
Vladimirskiy, I., Eyke Hüllermeier, and E. Stauch. “Similarity Search over Uncertain Archaeological Data Using a Modified Skyline Operator.” In In Workshop Proceedings from ICCBR-2007 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, edited by D.C. Wilson and D. Khemani, 31–40, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14832
Hüllermeier, Eyke, and J. Fürnkranz. “On Minimizing the Position Error in Label Ranking.” In In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, September 2007. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14833
Brinker, K., and Eyke Hüllermeier. “Label Ranking in Case-Based Reasoning.” In In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, edited by M. Richter and R. Weber, 4626:77–91. LNAI. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14834
Beringer, J., and Eyke Hüllermeier. “Efficient Instance-Based Learning on Data Streams.” In In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig, edited by P. Perner, 34–48. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14835
Brinker, K., and Eyke Hüllermeier. “Case-Based Multilabel Ranking.” In In Proceedings IJCAI-07, 20th International Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007, 701–7, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15197
Hüllermeier, Eyke, and K. Brinker. “Fuzzy-Relational Classificaton : Combining Pairwise Decomposition Techniques with Fuzzy Preference Modeling.” In In Proceedings EUSFLAT-2007 5th International Conference on the European Society for Fuzzy Logic and Technology, Ostrava, Czech Republic, 1:353–60, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15198
Beringer, J., and Eyke Hüllermeier. “Adaptive Optimization of the Number of Clusters in Fuzzy Clustering, London 2007.” In In Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15199
Hüllermeier, Eyke, N. Weskamp, G. Klebe, and D. Kuhn. “Graph Alignment: Fuzzy Pattern Mining for the Structural Analysis of Protein Active Sites.” In In Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, London, 2007.
LibreCat
2007 | Journal Article | LibreCat-ID: 16170
Hüllermeier, Eyke, and Y. Yi. “In Defense of Fuzzy Association Analysis.” IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics 37, no. 4 (2007): 1039–43.
LibreCat
2007 | Journal Article | LibreCat-ID: 16171
Hüllermeier, Eyke. “Credible Case-Based Inference Using Similarity Profiles.” IEEE Transactions on Knowledge and Data Engineering 19, no. 5 (2007): 847–58.
LibreCat
2007 | Journal Article | LibreCat-ID: 16172
Beringer, J., and Eyke Hüllermeier. “Efficient Instance-Based Learning on Data Streams.” Intelligent Data Analysis 11, no. 6 (2007): 627–50.
LibreCat
2007 | Journal Article | LibreCat-ID: 16175
Dubois, D., and Eyke Hüllermeier. “Comparing Probability Measures Using Possibility Theory: A Notion of Relative Peakedness.” International Journal of Approximate Reasoning 45, no. 2 (2007): 364–85.
LibreCat
2007 | Journal Article | LibreCat-ID: 16179
Weskamp, N., Eyke Hüllermeier, D. Kuhn, and G. Klebe. “Multiple Graph Aligment for the Structural Analysis of Protein Active Sites.” IEEE/ACM Transactions of Computational Biology and Bioinformatics 4, no. 2 (2007): 310–20.
LibreCat
2007 | Journal Article | LibreCat-ID: 16194
Karimi, I., and Eyke Hüllermeier. “Risk Assessment for Natural Hazards: A New Approach Based on Fuzzy Probability.” Fuzzy Sets and Systems 158, no. 9 (2007): 987–99.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16224
Hüllermeier, Eyke. “Why Fuzzy Set Theory Is Useful in Data Mining.” In Successes and New Directions in Data Mining, edited by F. Masseglia, P. Poncelet, and M. Teisseire, 1–16. Information Science Reference, Hershey, New York, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16226
Beringer, J., and Eyke Hüllermeier. “Fuzzy Clustering of Parallel Data Streams.” In Advances in Fuzzy Clustering and Its Applications , edited by J. Valente de Oliveira and W. Pedrycz, 333–52. John Wiley and Sons, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16227
Hüllermeier, Eyke. “Fuzzy Methods for Data Mining and Machine Learning: State of the Art and Prospects.” In Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 355–74. Springer, 2007.
LibreCat
2007 | Book | LibreCat-ID: 16282
Hüllermeier, Eyke. Case-Based Approximate Reasoning. Vol. 44. Series B: Mathematical and Statistical Methods. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 13601
Sulzmann, J.N., J. Fürnkranz, and Eyke Hüllermeier. “On Pairwise Naive Bayes Classifiers.” In In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland. Springer, 2007.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15785
Beringer, J., and Eyke Hüllermeier. “Adaptive Optimization of the Number of Clusters in Fuzzy Clustering, Dortmund, Germany 2006.” In In Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 140–49, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15786
Hüllermeier, Eyke, and K. Brinker. “Classification via Fuzzy Preference Learning.” In In Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 190–99, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15798
Hüllermeier, Eyke. “Credible Case-Based Inference Using Similarity Profiles.” In In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey, edited by M. Minor, 230–42, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14836
Bade, K., Eyke Hüllermeier, and A. Nürnberger. “Hierarchical Classification by Expected Utility Maximization.” In In Proceedings ICDM-2006, IEEE International Conference on Data Mining, 43–52. IEEE Computer Society Press, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14837
Brinker, K., and Eyke Hüllermeier. “Case-Based Label Ranking.” In In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006, 566–73. Springer, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14838
Brinker, K., J. Fuernkranz, and Eyke Hüllermeier. “A Unified Model for Multilabel Classification and Ranking.” In In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva Del Garda, Italy, edited by G. Brewka, S. Coradeschi, A. Perini, and P. Traverso, 489–93, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15201
Hüllermeier, Eyke. “Integrating Instance-Based Learning and Logistic Regression.” In In Proceedings IPMU-2006 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15213
Hüllermeier, Eyke. “The Choquet Integral as an Aggregation Operator in Case-Based Learning.” In In Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund, edited by B. Reusch, 615–28. Springer, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16173
Dubois, D., Eyke Hüllermeier, and H. Prade. “A Systematic Approach to the Assessment of Fuzzy Association Rules.” Data Mining and Knowledge Discovery 13, no. 2 (2006): 167–92.
LibreCat
2006 | Journal Article | LibreCat-ID: 16176
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Methods in Case-Based Recommendation and Decision Support.” Journal of Intelligent Information Systems 27 (2006): 95–115.
LibreCat
2006 | Journal Article | LibreCat-ID: 16177
Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” Intelligent Data Analysis 10, no. 5 (2006): 419–40.
LibreCat
2006 | Journal Article | LibreCat-ID: 16180
Block, P., J. Paern, Eyke Hüllermeier, P. Sanschagrin, C. Sotriffer, and G. Klebe. “Physicochemical Descriptors to Discriminate Protein Interactions in Permanent and Transient Complexes by Means of Machine Learning Algorithms.” Proteins: Structure, Function and Bioinformatics 65, no. 3 (2006): 607–22.
LibreCat
2006 | Journal Article | LibreCat-ID: 16182
Kuhn, D., N. Weskamp, S. Schmitt, Eyke Hüllermeier, and G. Klebe. “From the Similarity Analysis of Protein Cavities to the Functional Classification of Protein Families Using Cavbase.” Journal of Molecular Biology 359, no. 4 (2006): 1023–44.
LibreCat
2006 | Journal Article | LibreCat-ID: 16183
Beringer, J., and Eyke Hüllermeier. “Online Clustering of Parallel Data Streams.” Data and Knowledge Engineering 58, no. 2 (2006): 180–204.
LibreCat
2006 | Journal Article | LibreCat-ID: 16195
Karimi, I., Eyke Hüllermeier, and K. Meskouris. “A Fuzzy-Probablistic Earthquake Risk Assessment System.” Soft Computing 11, no. 3 (2006): 229–38.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15799
Brinker, K., and Eyke Hüllermeier. “Calibrated Label-Ranking.” In In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada, edited by S. Agarwal, C. Cortes, and R. Herbrich, 1–6. http://web.mit.edu/shivani/www/Ranking-NIPS-05/., 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15800
Hüllermeier, Eyke, J. Fürnkranz, and J. Beringer. “On Position Error and Label Ranking through Iterated Choice.” In In Proceedings LWA/FGML-2005, German Workshop on Machine Learning, Saarbrücken, Germany , 158–63, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14839
Hüllermeier, Eyke, and Cho-k NN. “A Method for Combining Interacting Pieces of Evidence in Case-Based Learning.” In In Proceedings IJCAI-05, 19th International Joint Conference on Artificial Intelligence, Edingburgh, Scotland, edited by L. Kaelbling and A. Saffiotti, 3–8, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14840
Hüllermeier, Eyke, and J. Fürnkranz. “Learning Label Preferences: Ranking Error versus Position Error.” In In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili, J. Kok, J. Pena, A. Siebes, and A. Feelders, 3646:180–91. LNCS. Springer, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14841
Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” In In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili, J. Kok, J. Pena, A. Siebes, and A. Feelders, 3646:168–79. LNAI. Springer, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15105
Dubois, D., and Eyke Hüllermeier. “A Notion of Comarative Probabilistic Entroy Based on the Possibilistic Specificity Ordering.” In In Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15214
Karimi, I., and Eyke Hüllermeier. “A Fuzzy-Probablistic Risk Assessment System for Natural Disasters.” In In Proceedings IFSA-2005, 11th World Congress of the International Fuzzy System Association, Beijing, China, 1147–53, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15215
Lughofer, E., Eyke Hüllermeier, and E. Klement. “Improving the Interpretability of Data-Driven Evolving Fuzzy Systems.” In In Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15216
Yi, Y., and Eyke Hüllermeier. “Learning Complexity-Boundet Rule-Based Classifiers by Combining Association Analysis and Genetic Algorithms.” In In Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
LibreCat
2005 | Journal Article | LibreCat-ID: 16174
Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining: Status and Prospects.” Fuzzy Sets and Systems 156, no. 3 (2005): 387–406.
LibreCat
2005 | Journal Article | LibreCat-ID: 16178
Hüllermeier, Eyke. “Experience-Based Decision Making: A Satisficing Decision Tree Approach.” IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans 35, no. 5 (2005): 641–53.
LibreCat
2005 | Journal Article | LibreCat-ID: 16181
Balasubramaniyan, R., Eyke Hüllermeier, N. Weskamp, and J. Kämper. “Clustering of Gene Expression Data Using a Local Shape-Based Similarity Measure.” Bioinformatics 21, no. 7 (2005): 1069–77.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15801
Dubois, D., Eyke Hüllermeier, and H. Prade. “A Systematic Approach to the Assessment of Fuzzy Association Rules.” In In Proceedings of the Workshop on Alternative Techniques for Data Mining and Knowledge Discovery, IEEE International Conference on Data Mining, Brighton, UK, edited by JC. Cubero, D. Sanchez, Z. Ras, and T. Sudkamp, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15804
Weskamp, N., Eyke Hüllermeier, D. Kuhn, and G. Klebe. “Graph Alignments: A New Concept to Detect Conserved Regions in Protein Active Sites.” In In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany, edited by R. Giegerich and J. Stoye, 131–40. Lecture Notes in Informatics, Bielefeld, Germany. Springer, 2004.
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2004 | Conference Paper | LibreCat-ID: 14842
Hüllermeier, Eyke. “Instance-Based Prediction with Guaranteed Confidence.” In In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain, edited by R. Lopez de Mantaras and L. Saitta, 97–101. IOS Press, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15217
Hüllermeier, Eyke, and J. Fürnkranz. “Comparison of Ranking Procedures in Pairwise Preference Learning.” In In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15218
Hüllermeier, Eyke, and J. Fürnkranz. “Ranking by Pairwise Comparison: A Note on Risk Minimization.” In In Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15219
Karimi, I., Eyke Hüllermeier, and K. Meskouris. “An Earthquake Risk Assessment Method Based on Fuzzy Probability.” In In Proceedings 6th International FLINS Conference on Applied Computational Intelligence, Duinse Polders, Blankenberg,Belgien, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15220
Hüllermeier, Eyke, and J. Beringer. “Learning Decision Rules from Positive and Negative Preferences.” In In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
LibreCat
2004 | Journal Article | LibreCat-ID: 16185
Hüllermeier, Eyke, I. Renners, and A. Grauel. “An Evolutionary Approach to Constraints-Regularized Learning.” Mathware and Soft Computing 11, no. 2–3 (2004): 109–24.
LibreCat
2004 | Journal Article | LibreCat-ID: 16186
Weskamp, N., D. Kuhn, Eyke Hüllermeier, and G. Klebe. “Efficient Similarity Search in Protein Structure Databases: Improving Clique-Detection through Clique-Hashing.” Bioinformatics 20, no. 10 (2004): 1522–26.
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2004 | Journal Article | LibreCat-ID: 16187
Hüllermeier, Eyke. “Flexible Constraints for Regularization in Learning from Data.” International Journal of Intelligent Systems 19, no. 6 (2004): 525–41.
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2003 | Conference Paper | LibreCat-ID: 15802
Weskamp, N., D. Kuhn, Eyke Hüllermeier, and G. Klebe. “Efficient Similarity Search in Protein Structure Databases: Improving Clique-Detection through Geometric Hashing.” In In Proceedings GCB-2003 German Conference on Bioinformatics, Munich, Germany, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15803
Hüllermeier, Eyke. “Instance-Based Learning of Credible Label Sets.” In In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, edited by A. Günter, R. Kruse, and B. Neumann. 2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany. Springer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15065
Hüllermeier, Eyke. “Regularized Learning with Flexible Constraints.” In In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis, edited by M.R. Berthold, H.J. Lenz, E. Bradley, R. Kruse, and C. Borgelt, Vol. 2810. Lecture Notes in Computer Science, Berlin. Springer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15066
Fürnkranz, J., and Eyke Hüllermeier. “Pairwise Preference Learning and Ranking.” In In Proceedings ECML-2003, 13 Th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15221
Hüllermeier, Eyke. “Instance-Based Collaborative Filtering with Fuzzy Labels.” In In Proceedings EUSFLAT-2003 3th International Conference on the European Society for Fuzzy Logic and Technology, Zittlau, Germany, 468–73, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15222
Dubois, D., Eyke Hüllermeier, and H. Prade. “A Note on Quality Measures for Fuzzy Association Rules.” In In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15223
Hüllermeier, Eyke. “Inducing Fuzzy Concepts through Extended Version Space Learning.” In In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
LibreCat
2003 | Journal Article | LibreCat-ID: 16188
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” Artificial Intelligence 148, no. 1–2 (2003): 335–83.
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2003 | Journal Article | LibreCat-ID: 16189
De Calmès, M., D. Dubois, Eyke Hüllermeier, H. Prade, and F. Sèdes. “Flexibility and Case-Based Evaluation in Querying: An Illustration in an Experimental Setting.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 11, no. 1 (2003): 43–66.
LibreCat
2003 | Journal Article | LibreCat-ID: 16190
Dubois, D., Eyke Hüllermeier, and H. Prade. “On the Representation of Fuzzy Rules in Terms of Crisp Rules.” Information Sciences 151 (2003): 301–26.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier, Eyke. “Sequential Decision Making in Heuristic Search.” In Planning Based on Decision Theory (CISM Courses and Lectures No.472), edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz. Springer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16229
Dubois, D., Eyke Hüllermeier, and H. Prade. “Possibilistic Case-Based Decisions.” In Connectionist Approaches in Economics and Management Sciences, edited by C. Lesage and M. Cottrell, Vol. 6. Advances in Computational Management Sciences. Kluwer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier, Eyke, and J. Beringer. “Mining Implication-Based Fuzzy Association Rules in Databases.” In Intelligent Systems for Information Processing: From Representation to Applications, edited by B. Bouchon-Meunier, L. Foulloy, and R.R.. Yager. Elsevier, 2003.
LibreCat
2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, Eyke. “On the Representation and Combination of Evidence in Instance-Based Learning.” In In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, 360–64. IOS Press, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., D. Dubois, Eyke Hüllermeier, H. Prade, and F. Sèdes. “A Fuzzy Set Approach to Flexible Case-Based Querying: Methodology and Experimentation.” In In Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France, edited by D. Fensel, F. Giunchiglia, D. Mc Guinness, and M.A. Williams, 449–58. Morgan Kaufmann, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, Eyke. “Association Rules for Expressing Gradual Dependencies.” In In Proceedings PKDD-02 6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland, 200–211. Springer, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, Eyke. “Possibilistic Induction in Decision Tree Learning.” In In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, 173–84. Springer, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, Eyke. “Mining Implication-Based Fuzzy Association Rules in Databases.” In In Proceedings IPMU-2002 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems,Annecy, France, 101–8, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, Eyke. “Exploiting Similarity and Experience in Decision Making.” In In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 729–34, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., D. Dubois, Eyke Hüllermeier, H. Prade, and F. Sèdes. “Case-Based Quering and Prediction: A Fuzzy Set Approach.” In In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 735–40, 2002.
LibreCat
2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Model Adaption in Possibilistic Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 333–39.
LibreCat
2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Set-Based Methods in Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 322–32.
LibreCat
2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Knowledge-Based Extrapolation of Cases: A Possibilistic Approach.” In Technologies for Constructing Intelligent Systems, edited by B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, and R.R. Yager, 377–90. Springer, 2002.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, Eyke. “Experience-Based Decision Making and Learning from Examples.” In In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15805
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 108–15, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 93–99, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Instance-Based Prediction in the Framework of Possibility Theory.” In In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15106
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany, edited by De. Raedt and A. Siebes, 2168:241–52. LNAI. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier, Eyke. “Fuzzy Association Rules: Semantic Issues and Quality Measures.” In In Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany, edited by B. Reusch, 2206:380–91. LNCS. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., Eyke Hüllermeier, and H. Prade. “Toward the Representation of Implication-Based Fuzzy Rules in Terms of Crisp Rules.” In In Proceedings IFSA/NAFIPS-2001 Joint 9th World Congress of the International Fuzzy Systems Association and 20th Internatinonal Conference of the North American Fuzzy Information Processing Society, Vancouver, Canada, 1592–97, 2001.
LibreCat
2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” International Journal of Approximate Reasoning 26 (2001): 67–100.
LibreCat
2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier, Eyke. “Machinelles Lernen Und Komplexität.” In Ökonomie Und Gesellschaft, Jahrbuch 17: Komplexität Und Lernen, edited by F. Haslinger and P. Weise, 255–88. Metropolis, 2001.
LibreCat
2001 | Book Chapter | LibreCat-ID: 16233
Kraft, M., Eyke Hüllermeier, and P. Weise. “Empirische Überprüfung Eines Synergetischen Konjunkturmodells.” In Studien Zur Evoltorischen Ökonomik IV, edited by H.-W. Lorenz and B. Meyer, 11–44. Duncker & Humblot, Berlin, 2001.
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