Pavel Brazdil

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Joao GamaProfessor, Faculty of Economics, University of PortoVerified email at fep.up.pt
Christophe Giraud-CarrierAssociate Professor of Computer Science, Brigham Young UniversityVerified email at cs.byu.edu
Joaquin VanschorenEindhoven University of TechnologyVerified email at tue.nl
Alípio JorgeLIAAD, INESC Porto, DCC, FCUP, university of PortoVerified email at fc.up.pt
João CordeiroUniversity of Beira InteriorVerified email at di.ubi.pt
Salisu Mamman Abdulrahman (PhD)Faculty Member, Kano University of Science and Technology, Wudil, KanoVerified email at fc.up.pt
Luís TorgoCanada Research Chair, Professor, Faculty of Computer Science, Dalhousie UniversityVerified email at dal.ca
Fabrice ColasEpidemio-statistics, Rennes, FranceVerified email at direct-epidemio-statistics.com
Gaël DiasFull Professor, Normandie Univ, UNICAEN, ENSICAEN, CNRS, GREYCVerified email at unicaen.fr
Johann PetrakAustrian Research Institute for Artificial Intelligence (OFAI) and Uni Sheffield, NLP group, GATEVerified email at sheffield.ac.uk
Kaustubh Raosaheb PatilForschungszentrum Jülich, Heinrich Heine Universität DüsseldorfVerified email at mit.edu
Matjaz GamsJozef Stefan InstituteVerified email at ijs.si
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Ljupco TodorovskiProfessor of Informatics, University of LjubljanaVerified email at fu.uni-lj.si
Stephen MuggletonImperial College LondonVerified email at imperial.ac.uk
Luis Moreira-MatiasHead of Data Science, FiniataVerified email at finiata.com
Lars KotthoffUniversity of WyomingVerified email at uwyo.edu
Isabel MotaAssistant Professor, Faculdade de Economia, Universidade do PortoVerified email at fep.up.pt
Johannes FürnkranzJohannes Kepler University, LinzVerified email at faw.jku.at
Joost KokDean of the Faculty of Electrical Engineering, Mathematics and Computer Science at the University ofVerified email at utwente.nl

Pavel Brazdil

Professor at FEP, U.Porto, Member of LIAAD-INESC Tec

Verified email at inescporto.pt

Machine Learning Data Mining


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Metalearning: Applications to data mining P Brazdil, CG Carrier, C Soares, R Vilalta Springer Science & Business Media, 2008	655	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	507	2003
Cascade generalization J Gama, P Brazdil Machine learning 41 (3), 315-343, 2000	369	2000
Characterizing the applicability of classification algorithms using meta-level learning P Brazdil, J Gama, B Henery European conference on machine learning, 83-102, 1994	223	1994
A comparison of ranking methods for classification algorithm selection PB Brazdil, C Soares European conference on machine learning, 63-75, 2000	201	2000
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	194	2004
Introduction to the special issue on meta-learning C Giraud-Carrier, R Vilalta, P Brazdil Machine learning 54 (3), 187-193, 2004	194	2004
Characterization of classification algorithms J Gama, P Brazdil Portuguese Conference on Artificial Intelligence, 189-200, 1995	194	1995
Comparison of SVM and some older classification algorithms in text classification tasks F Colas, P Brazdil IFIP International Conference on Artificial Intelligence in Theory and …, 2006	167	2006
Improved dataset characterisation for meta-learning Y Peng, PA Flach, C Soares, P Brazdil International Conference on Discovery Science, 141-152, 2002	159	2002
Using Meta-Learning to Support Data Mining. R Vilalta, CG Giraud-Carrier, P Brazdil, C Soares IJCSA 1 (1), 31-45, 2004	128	2004
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	127	2000
Selecting classification algorithms with active testing R Leite, P Brazdil, J Vanschoren International workshop on machine learning and data mining in pattern …, 2012	107	2012
Factors influencing hospital high length of stay outliers A Freitas, T Silva-Costa, F Lopes, I Garcia-Lema, A Teixeira-Pinto, ... BMC health services research 12 (1), 1-10, 2012	105	2012
Cost-sensitive decision trees applied to medical data A Freitas, A Costa-Pereira, P Brazdil International Conference on Data Warehousing and Knowledge Discovery, 303-312, 2007	87	2007
Knowledge acquisition via knowledge integration P Brazdil, L Torgo Current Trends in Knowledge Acquisition, 90-104, 1990	87	1990
Linear tree J Gama, P Brazdil Intelligent Data Analysis 3 (1), 1-22, 1999	82	1999
Predicting relative performance of classifiers from samples R Leite, P Brazdil Proceedings of the 22nd international conference on machine learning, 497-503, 2005	75	2005
Learning in distributed systems and multi-agent environments P Brazdil, M Gams, S Sian, L Torgo, W Van de Velde European Working Session on Learning, 412-423, 1991	69	1991
Fast algorithm selection using learning curves JN van Rijn, SM Abdulrahman, P Brazdil, J Vanschoren International symposium on intelligent data analysis, 298-309, 2015	65	2015

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