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427 Publications


2010 | Conference Paper | LibreCat-ID: 13589
@inproceedings{Dembczynski_Cheng_Hüllermeier_2010, title={Bayes optimal multilabel classification via probalistic classifier chains}, booktitle={in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}, author={Dembczynski, K. and Cheng, W. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Joachims, T.Editors}, year={2010}, pages={279–286} }
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2010 | Conference Paper | LibreCat-ID: 13591
@inproceedings{Cheng_Dembczynski_Hüllermeier_2010, title={Graded multi-label classification: The ordinal case}, booktitle={in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}, author={Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Joachims, T.Editors}, year={2010} }
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2010 | Conference Paper | LibreCat-ID: 13597
@inproceedings{Hüllermeier_2010, title={Uncertainty in clustering and classification }, volume={6379}, number={LNCS}, booktitle={in Proceedings SUM 2010, International Conference on Scalable Uncertainty Management }, publisher={Springer}, author={Hüllermeier, Eyke}, year={2010}, pages={16–19} }
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2010 | Conference Paper | LibreCat-ID: 15118
@inproceedings{Fober_Hüllermeier_2010, title={Similarity measures for protein structures based on fuzzy histogram comparison}, booktitle={in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain}, author={Fober, T. and Hüllermeier, Eyke}, year={2010} }
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2010 | Conference Paper | LibreCat-ID: 13593
@inproceedings{Dembczynski_Waegeman_Cheng_Hüllermeier_2010, title={Regret analysis for performance metrics in multi-label classification: The case of Hamming and subset zero-one loss}, booktitle={In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2010} }
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2010 | Conference Paper | LibreCat-ID: 15119
@inproceedings{Senge_Hüllermeier_2010, title={Pattern trees for regression and fuzzy systems modeling}, booktitle={in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain}, author={Senge, Robin and Hüllermeier, Eyke}, year={2010} }
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2010 | Conference Paper | LibreCat-ID: 15765
@inproceedings{Fober_Mernberger_Klebe_Hüllermeier_2010, title={Efficient similarity retrieval for protein binding sites based on histogram comparison}, booktitle={In Proceedings GCB-2010 German Conference on Bioinformatics Braunschweig, Germany}, author={Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2010}, pages={51–60} }
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2010 | Conference Paper | LibreCat-ID: 15772
@inproceedings{Dembczynski_Waegeman_Cheng_Hüllermeier_2010, title={On label dependence in multi-label classification}, booktitle={In Proceedings MLD-2010, 2nd International Workshop on Learning from Multi-Label Data, Haifa, Israel}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2010} }
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2009 | Conference Paper | LibreCat-ID: 15196
@inproceedings{Hüllermeier_Rifqi_2009, title={A fuzzy variant of the Rand index for comparing clustering structures}, booktitle={in Proceedings IFSA / EUSFLAT-2009 World Congress of  the Fuzzy Systems Association, Lissabon, Portugal}, author={Hüllermeier, Eyke and Rifqi, M.}, year={2009}, pages={1294–1298} }
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2009 | Journal Article | LibreCat-ID: 16163
@article{Hühn_Hüllermeier_2009, title={FR3: A fuzzy rule learner for inducing reliable classifiers}, volume={17}, number={1}, journal={IEEE Transactions on Fuzzy Systems}, author={Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={138–149} }
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2009 | Conference Paper | LibreCat-ID: 15773
@inproceedings{Cheng_Hüllermeier_2009, title={A simple instance-based approach to multilabel classification using the Mallows model}, booktitle={In Proceedings MLD-2009 1st  International Workshop on Learning from Multi-Label Data, Bled, Slovenia}, author={Cheng, W. and Hüllermeier, Eyke}, year={2009}, pages={28–38} }
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2009 | Conference Paper | LibreCat-ID: 15778
@inproceedings{Fober_Mernberger_Melnikov_Moritz_Hüllermeier_2009, title={Extension and empirical comparison of graph-kernels for the analysis of protein active sites}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany}, author={Fober, T. and Mernberger, M. and Melnikov, Vitaly and Moritz, R. and Hüllermeier, Eyke}, year={2009}, pages={30–36} }
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2009 | Conference Paper | LibreCat-ID: 13595
@inproceedings{Cheng_Hühn_Hüllermeier_2009, title={Decision tree and instance-based learning for label ranking}, booktitle={in Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada}, author={Cheng, W. and Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={161–168} }
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2009 | Conference Paper | LibreCat-ID: 15774
@inproceedings{Senge_Hüllermeier_2009, title={Learning pattern tree classifiers using a co-evolutionary algorithm}, booktitle={in Proceedings 19th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Senge, Robin and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2009}, pages={22–33} }
LibreCat
 

2009 | Conference Paper | LibreCat-ID: 13596
@inproceedings{Fürnkranz_Hüllermeier_Vanderlooy_2009, title={Binary decomposition methods for multipartite ranking}, booktitle={In Proceedings ECML/PKDD-2009, European Conference on Machine Learning and Principles and Knowledge Discovery in Databases, Bled Sloveniaery in Databases, Bled, Slovenia}, author={Fürnkranz, J. and Hüllermeier, Eyke and Vanderlooy, S.}, year={2009} }
LibreCat
 

2009 | Conference Paper | LibreCat-ID: 15775
@inproceedings{Fober_Mernberger_Moritz_Hüllermeier_2009, title={Graph-kernels for the comparative analysis of protein active sites}, booktitle={In Proceedings GCB-2009 German Conference on Bioinformatics Halle (Saale), Germany}, author={Fober, T. and Mernberger, M. and Moritz, R. and Hüllermeier, Eyke}, editor={Grosse, I. and Neumann, S. and Posch, S. and Schreiber, F. and Stadler, P..Editors}, year={2009}, pages={21–31} }
LibreCat
 

2009 | Journal Article | LibreCat-ID: 16158
@article{Hühn_Hüllermeier_2009, title={FURIA: An Algorithm for unordered fuzzy rule induction}, volume={19}, journal={Data Mining and Knowledge Discovery }, author={Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={293–319} }
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2009 | Journal Article | LibreCat-ID: 16165
@article{Hüllermeier_Vladimirskiy_Prados Suarez_Stauch_2009, title={Supporting case-based retrieval by similarity skylines: Basic concepts and extensions}, volume={1}, number={09}, journal={Künstliche Intelligenz}, author={Hüllermeier, Eyke and Vladimirskiy, I. and Prados Suarez, B. and Stauch, E.}, year={2009}, pages={24–29} }
LibreCat
 

2009 | Conference Paper | LibreCat-ID: 15194
@inproceedings{Boukhris_Elouedi_Fober_Mernberger_Hüllermeier_2009, title={Similarity analysis of protein binding sites: A generalization of the maximum common subgraph measure based on quasi-clique detection}, booktitle={In Proceedings IDA-2009, 9th International Symposium on Intelligent Data Analysis, Pisa / Italy}, author={Boukhris, I. and Elouedi, Z. and Fober, T. and Mernberger, M. and Hüllermeier, Eyke}, year={2009}, pages={1245–1250} }
LibreCat
 

2009 | Conference Paper | LibreCat-ID: 15120
@inproceedings{Fober_Klebe_Hüllermeier_2009, title={Efficient construction of multiple geometrical alignments for the comparison of protein binding sites}, booktitle={in Proceedings ISDA-2009, 9th international Conference on Intelligent Systems Design and Applications, Pisa, Italy}, author={Fober, T. and Klebe, G. and Hüllermeier, Eyke}, year={2009}, pages={1251–1256} }
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