@inproceedingsSenge_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 

@articlePfeffer_Fober_Hüllermeier_Klebe_2010, title=GARLig: A fully automated tool for subset selection of large fragment spaces via a self-adaptive genetic algorithm, volume=50, number=9, journal=Journal of Chemical Information and Modeling, author=Pfeffer, P. and Fober, T. and Hüllermeier, Eyke and Klebe, G., year=2010, pages=1644–1659 

@articleHüllermeier_Vanderlooy_2010, title=Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting, volume=43, number=1, journal=Pattern Recognition, author=Hüllermeier, Eyke and Vanderlooy, S., year=2010, pages=128–142 

@articleHüllermeier_Fürnkranz_2010, title=On predictive accuracy and risk minimization in pairwise label ranking, volume=76, number=1, journal=Journal of Computer and System Sciences, author=Hüllermeier, Eyke and Fürnkranz, J., year=2010, pages=49–62 

@inproceedingsDembczynski_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 

@inproceedingsCheng_Dembczynski_Hüllermeier_2010, title=Label ranking based on the Plackett-Luce model, 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, pages=215–222 

@inproceedingsCheng_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 

@inproceedingsDembczynski_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 

@inproceedingsCheng_Rademaker_De Beats_Hüllermeier_2010, title=Predicting partial orders: Ranking with abstention, booktitle=In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain, author=Cheng, W. and Rademaker, M. and De Beats, B. and Hüllermeier, Eyke, year=2010 

@inproceedingsHüllermeier_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 

@inproceedingsCheng_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 

@inproceedingsSenge_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 

@inproceedingsFober_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 

@inproceedingsSenge_Hüllermeier_2009, title=Learning pattern tree classifiers using a co-evolutionary algorithm, booktitle=In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany, author=Senge, Robin and Hüllermeier, Eyke, year=2009, pages=105–110 

@inproceedingsFober_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 

@inproceedingsFober_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 

@inproceedingsBoukhris_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 

@inproceedingsFober_Hüllermeier_2009, title=Fuzzy modeling of labeled point cloud superposition  for the comparison of protein binding sites, booktitle=in Proceedings IFSA / EUSFLAT-2009 World Congress of  the Fuzzy Systems Association, Lissabon, Portugal, author=Fober, T. and Hüllermeier, Eyke, year=2009, pages=1299–1304 

@inproceedingsHüllermeier_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 

@articleWeskamp_Hüllermeier_Klebe_2009, title=Merging chemical and biological space: Structural mapping of enzyme binding pocket space, volume=76, number=2, journal=Proteins, author=Weskamp, N. and Hüllermeier, Eyke and Klebe, G., year=2009, pages=317–330