| Metalearning: Applications to data mining P Brazdil, CG Carrier, C Soares, R Vilalta Springer Science & Business Media, 2008 | 416 | 2008 |
| Ranking learning algorithms: Using IBL and meta-learning on accuracy and time results PB Brazdil, C Soares, JP Da Costa Machine Learning 50 (3), 251-277, 2003 | 395 | 2003 |
| Ensemble approaches for regression: A survey J Mendes-Moreira, C Soares, AM Jorge, JFD Sousa ACM Computing Surveys (CSUR) 45 (1), 10, 2012 | 188 | 2012 |
| A meta-learning method to select the kernel width in support vector regression C Soares, PB Brazdil, P Kuba Machine learning 54 (3), 195-209, 2004 | 158 | 2004 |
| Outlier detection using clustering methods: a data cleaning application A Loureiro, L Torgo, C Soares Proceedings of KDNet Symposium on Knowledge-based systems for the Public Sector, 2004 | 155 | 2004 |
| A comparison of ranking methods for classification algorithm selection PB Brazdil, C Soares European conference on machine learning, 63-75, 2000 | 153 | 2000 |
| Improved dataset characterisation for meta-learning Y Peng, PA Flach, C Soares, P Brazdil International Conference on Discovery Science, 141-152, 2002 | 120 | 2002 |
| Zoomed ranking: Selection of classification algorithms based on relevant performance information C Soares, PB Brazdil European conference on principles of data mining and knowledge discovery …, 2000 | 108 | 2000 |
| Using Meta-Learning to Support Data Mining. R Vilalta, CG Giraud-Carrier, P Brazdil, C Soares IJCSA 1 (1), 31-45, 2004 | 93 | 2004 |
| Combining meta-learning and search techniques to select parameters for support vector machines TAF Gomes, RBC Prudêncio, C Soares, ALD Rossi, A Carvalho Neurocomputing 75 (1), 3-13, 2012 | 89 | 2012 |
| Decision tree-based data characterization for meta-learning YPPAF Pavel, BC Soares IDDM-2002, 111, 2002 | 64 | 2002 |
| A weighted rank measure of correlation J Pinto da Costa, C Soares Australian & New Zealand Journal of Statistics 47 (4), 515-529, 2005 | 60 | 2005 |
| Mining association rules for label ranking CR De Sá, C Soares, AM Jorge, P Azevedo, J Costa Pacific-Asia Conference on Knowledge Discovery and Data Mining, 432-443, 2011 | 40 | 2011 |
| Dynamic discretization of continuous attributes J Gama, L Torgo, C Soares Ibero-American Conference on Artificial Intelligence, 160-169, 1998 | 39 | 1998 |
| Customer segmentation in a large database of an online customized fashion business PQ Brito, C Soares, S Almeida, A Monte, M Byvoet Robotics and Computer-Integrated Manufacturing 36, 93-100, 2015 | 38 | 2015 |
| Selection of algorithms to solve traveling salesman problems using meta-learning 1 J Kanda, A Carvalho, E Hruschka, C Soares International Journal of Hybrid Intelligent Systems 8 (3), 117-128, 2011 | 37 | 2011 |
| MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data ALD Rossi, ACP de Leon Ferreira, C Soares, BF De Souza Neurocomputing 127, 52-64, 2014 | 36 | 2014 |
| Selecting parameters of SVM using meta-learning and kernel matrix-based meta-features C Soares, PB Brazdil Proceedings of the 2006 ACM symposium on Applied computing, 564-568, 2006 | 36 | 2006 |
| Sampling-based relative landmarks: Systematically test-driving algorithms before choosing C Soares, J Petrak, P Brazdil Portuguese conference on artificial intelligence, 88-95, 2001 | 36 | 2001 |
| Exploiting sampling and meta-learning for parameter setting support vector machines P Kuba, P Brazdil, C Soares, A Woznica Proceedings of the IBERAMIA 2002, 217-225, 2002 | 35 | 2002 |
João Mendes-MoreiraLIAAD - INESC TEC, Faculdade de Engenharia, Universidade do PortoVerified email at fe.up.pt