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402 Publications

2011 | Conference Paper | LibreCat-ID: 13198
Hüllermeier, Eyke, and P. Schlegel. “Preference-Based CBR: First Steps toward a Methodological Framework.” In Proceedings ICCBR-2011, 19th International Conference on Case-Based Reasoning, Number 6880 in LNAI, edited by A. Ram and N. Wiratunga, Springer, 2011, pp. 77–91.

2011 | Conference Paper | LibreCat-ID: 15764
Mernberger, M., et al. “Prediction of Protein Localization for Specialized Compartments Using Time Series Kernels.” In Proceedings GCB-2011 German Conference on Bioinformatics Munich, Germany, 2011.

2011 | Journal Article | LibreCat-ID: 16147
Hüllermeier, Eyke. “Fuzzy Machine Learning and Data Mining.” WIREs Data Mining and Knowledge Discovery, vol. 1, no. 4, 2011, pp. 269–83.

2011 | Conference Paper | LibreCat-ID: 13194
Dembczynski, K., et al. “An Exact Algorithm for F-Measure Maximization.” In Proceedings NIPS-2011, 25th Annual Conference on Neural Information Processing Systems, Granada, Spain, 2011.

2011 | Journal Article | LibreCat-ID: 16148
Mernberger, M., et al. “SEGA: Semi-Global Graph Alignment for Structure-Based Protein Comparison.” IEEE/ACM Transactions of Computational Biology and Bioinformatics, vol. 8, no. 5, 2011, pp. 1330–43.

2011 | Journal Article | LibreCat-ID: 16150
Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining.” Applied Soft Computing Journal, 2011, pp. 1493–505.

2010 | Conference Paper | LibreCat-ID: 13594
Cheng, W., et al. “Predicting Partial Orders: Ranking with Abstention.” In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain, 2010.

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, vol. 43, no. 1, 2010, pp. 128–42.

2010 | Book Chapter | LibreCat-ID: 15297
Hüllermeier, Eyke, and J. Hühn. “An Analysis of the FURIA Algorithm for Fuzzy Rule Induction.” Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski, edited by J. Koronacki et al., vol. 262, Springer, 2010, pp. 321–44.

2010 | Conference Paper | LibreCat-ID: 13590
Cheng, W., et al. “Label Ranking Based on the Plackett-Luce Model.” In Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel, edited by J. Fürnkranz and T. Joachims, 2010, pp. 215–22.

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