Comparison of bagging, boosting and stacking ensembles applied to real estate appraisal M Graczyk, T Lasota, B Trawiński, K Trawiński Intelligent Information and Database Systems: Second International …, 2010 | 180 | 2010 |
On the use of machine learning methods to predict component reliability from data-driven industrial case studies EF Alsina, M Chica, K Trawiński, A Regattieri The International Journal of Advanced Manufacturing Technology 94, 2419-2433, 2018 | 92 | 2018 |
On employing fuzzy modeling algorithms for the valuation of residential premises E Lughofer, B Trawiński, K Trawiński, O Kempa, T Lasota Information Sciences 181 (23), 5123-5142, 2011 | 65 | 2011 |
A genetic fuzzy linguistic combination method for fuzzy rule-based multiclassifiers K Trawiński, O Cordon, L Sánchez, A Quirin IEEE Transactions on Fuzzy Systems 21 (5), 950-965, 2013 | 55 | 2013 |
Investigation of evolutionary optimization methods of TSK fuzzy model for real estate appraisal D Król, T Lasota, B Trawiński, K Trawiński International Journal of Hybrid Intelligent Systems 5 (3), 111-128, 2008 | 51 | 2008 |
A multiclassifier approach for topology-based WiFi indoor localization K Trawiński, JM Alonso, N Hernández Soft Computing 17, 1817-1831, 2013 | 41 | 2013 |
A fuzzy classification system for prediction of the results of the basketball games K Trawiński International conference on fuzzy systems, 1-7, 2010 | 40 | 2010 |
On designing fuzzy rule-based multiclassification systems by combining FURIA with bagging and feature selection K Trawiński, O Cordon, A Quirin International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2011 | 39 | 2011 |
Investigation of the eTS Evolving Fuzzy Systems Applied to Real Estate Appraisal. T Lasota, Z Telec, B Trawinski, K Trawinski J. Multiple Valued Log. Soft Comput. 17 (2-3), 229-253, 2011 | 39 | 2011 |
A study on the use of multiobjective genetic algorithms for classifier selection in FURIA-based fuzzy multiclassifiers K Trawiński, O Cordón, A Quirin International Journal of Computational Intelligence Systems 5 (2), 231-253, 2012 | 32 | 2012 |
Multiobjective genetic classifier selection for random oracles fuzzy rule-based classifier ensembles: How beneficial is the additional diversity? K Trawiński, O Cordón, A Quirin, L Sánchez Knowledge-Based Systems 54, 3-21, 2013 | 30 | 2013 |
Comparison of data driven models for the valuation of residential premises using KEEL T Lasota, J Mazurkiewicz, B Trawiński, K Trawiński International Journal of Hybrid Intelligent Systems 7 (1), 3-16, 2010 | 30 | 2010 |
Comparison of mamdani and TSK fuzzy models for real estate appraisal D Król, T Lasota, B Trawiński, K Trawiński Knowledge-Based Intelligent Information and Engineering Systems: 11th …, 2007 | 29 | 2007 |
A multi-agent system to assist with real estate appraisals using bagging ensembles T Lasota, Z Telec, B Trawiński, K Trawiński Computational Collective Intelligence. Semantic Web, Social Networks and …, 2009 | 28 | 2009 |
Exploration of bagging ensembles comprising genetic fuzzy models to assist with real estate appraisals T Lasota, Z Telec, B Trawiński, K Trawiński Intelligent Data Engineering and Automated Learning-IDEAL 2009: 10th …, 2009 | 25 | 2009 |
mograms: A network-based methodology for visualizing the set of nondominated solutions in multiobjective optimization K Trawiński, M Chica, DP Pancho, S Damas, O Cordón IEEE Transactions on Cybernetics 48 (2), 474-485, 2017 | 16 | 2017 |
Cost-sensitive learning of fuzzy rules for imbalanced classification problems using FURIA A Palacios, K Trawiński, O Cordón, L Sánchez International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2014 | 16 | 2014 |
On the combination of accuracy and diversity measures for genetic selection of bagging fuzzy rule-based multiclassification systems K Trawinski, A Quirin, O Cordón 2009 Ninth International Conference on Intelligent Systems Design and …, 2009 | 13 | 2009 |
A novel framework to design fuzzy rule-based ensembles using diversity induction and evolutionary algorithms-based classifier selection and fusion O Cordón, K Trawiński International Work-Conference on Artificial Neural Networks, 36-58, 2013 | 9 | 2013 |
Evolutionary generation of rule base in TSK fuzzy model for real estate appraisal T Lasota, B Trawinski, K Trawinski 2008 3rd International Workshop on Genetic and Evolving Systems, 71-76, 2008 | 9 | 2008 |