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402 Publications

2012 | Book Chapter | LibreCat-ID: 10153
@inbook{Hüllermeier_2012, series={Studies in Fuzziness and Soft Computing}, title={Fuzzy rules in data mining: From fuzzy associations to gradual dependencies}, volume={271}, booktitle={Combining Experimentation and Theory}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Trillas, E. and Bonissone, P.P. and Magdalena, L. and Kacprzyk, J.Editors}, year={2012}, pages={123–135}, collection={Studies in Fuzziness and Soft Computing} }

2012 | Journal Article | LibreCat-ID: 16093
@article{Hüllermeier_Rifqi_Henzgen_Senge_2012, title={Comparing fuzzy partitions: A generalization of the Rand index and related measures}, volume={20}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Hüllermeier, Eyke and Rifqi, M. and Henzgen, Sascha and Senge, Robin}, year={2012}, pages={546–556} }

2012 | Conference Paper | LibreCat-ID: 15754
@inproceedings{Bräuning_Hüllermeier_2012, title={Learning conditional lexicographic preference trees}, booktitle={In Workshops on Preference Learning at ECAI, European Conference on Artiticial intelligence, Montpellier, France}, author={Bräuning, M. and Hüllermeier, Eyke}, year={2012} }

2012 | Conference Paper | LibreCat-ID: 13191
@inproceedings{Cheng_Hüllermeier_2012, title={Probability estimation for mulit-class classification based on label ranking}, booktitle={Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK}, author={Cheng, W. and Hüllermeier, Eyke}, year={2012} }

2012 | Journal Article | LibreCat-ID: 16087
@article{Fürnkranz_Hüllermeier_Cheng_Park_2012, title={Preference-based reinforcement learning: A formal framework and a policy iteration algorithm}, volume={89}, number={1}, journal={Machine Learning}, author={Fürnkranz, J. and Hüllermeier, Eyke and Cheng, W. and Park, S.H.}, year={2012}, pages={123–156} }

2012 | Journal Article | LibreCat-ID: 16094
@article{Senge_Fober_Nasiri_Hüllermeier_2012, title={Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung}, volume={60}, number={10}, journal={At-Atomatisierungstechnik}, author={Senge, Robin and Fober, T. and Nasiri, N. and Hüllermeier, Eyke}, year={2012}, pages={622–629} }

2012 | Conference Paper | LibreCat-ID: 13192
@inproceedings{Dembczynski_Kotlowski_Hüllermeier_2012, title={Consistent multilabel ranking through univariate loss minimization}, booktitle={in Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland}, author={Dembczynski, K. and Kotlowski, W. and Hüllermeier, Eyke}, editor={Langford, J. and Pineau, J.Editors}, year={2012} }

2012 | Conference Paper | LibreCat-ID: 15299
@inproceedings{Leinweber_Baumgärtner_Mernberger_Fober_Hüllermeier_Klebe_Freisleben_2012, title={GPU-based cloud computing for comparing the structure of protein binding sites}, booktitle={in Proceedings IEEE Conference on Digital Ecosystem Technologies-Complex Environment Engineering Campione d`Italia, Italy}, author={Leinweber, M. and Baumgärtner, L. and Mernberger, M. and Fober, T. and Hüllermeier, Eyke and Klebe, G. and Freisleben, B.}, year={2012} }

2012 | Journal Article | LibreCat-ID: 16088
@article{Dembczynski_Waegeman_Cheng_Hüllermeier_2012, title={On label dependence and loss  minimization in multi-label classification}, volume={88}, number={1–2}, journal={Machine Learning}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2012}, pages={5–45} }

2012 | Journal Article | LibreCat-ID: 16090
@article{Dolorez Ruiz_Hüllermeier_2012, title={A formal and empirical analysis of the fuzzy gamma rank correlation coefficient}, volume={206}, journal={Information Sciences}, author={Dolorez Ruiz, M. and Hüllermeier, Eyke}, year={2012}, pages={1–17} }

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