Pavel Brazdil

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	All	Since 2015
Citations	4808	2103
h-index	33	22
i10-index	58	33

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Co-authors

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 TorgoProfessor, 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
Kaustubh Raosaheb PatilForschungszentrum Jülich, Heinrich Heine Universität DüsseldorfVerified email at mit.edu
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Johann PetrakAustrian Research Institute for Artificial Intelligence (OFAI) and Uni Sheffield, NLP group, GATEVerified email at sheffield.ac.uk
Matjaz GamsJozef Stefan InstituteVerified email at ijs.si
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, Monedo Holding SSLVerified email at monedo.com
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
João Mendes-MoreiraAssociate professor, Faculdade de Engenharia, Universidade do Porto / LIAAD - INESC TECVerified email at fe.up.pt

Pavel Brazdil

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

Verified email at inescporto.pt

Machine Learning Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Metalearning: Applications to data mining P Brazdil, CG Carrier, C Soares, R Vilalta Springer Science & Business Media, 2008	585	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	478	2003
Cascade generalization J Gama, P Brazdil Machine learning 41 (3), 315-343, 2000	354	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	208	1994
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	188	2004
A comparison of ranking methods for classification algorithm selection PB Brazdil, C Soares European conference on machine learning, 63-75, 2000	188	2000
Introduction to the special issue on meta-learning C Giraud-Carrier, R Vilalta, P Brazdil Machine learning 54 (3), 187-193, 2004	187	2004
Characterization of classification algorithms J Gama, P Brazdil Portuguese Conference on Artificial Intelligence, 189-200, 1995	184	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	152	2006
Improved dataset characterisation for meta-learning Y Peng, PA Flach, C Soares, P Brazdil International Conference on Discovery Science, 141-152, 2002	149	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	125	2000
Using Meta-Learning to Support Data Mining. R Vilalta, CG Giraud-Carrier, P Brazdil, C Soares IJCSA 1 (1), 31-45, 2004	121	2004
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), 265, 2012	100	2012
Selecting classification algorithms with active testing R Leite, P Brazdil, J Vanschoren International workshop on machine learning and data mining in pattern …, 2012	99	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	85	2007
Knowledge Integration L Torgo Current Trends in Knowledge Acquisition 8, 90, 1990	85	1990
Linear tree J Gama, P Brazdil Intelligent Data Analysis 3 (1), 1-22, 1999	80	1999
Predicting relative performance of classifiers from samples R Leite, P Brazdil Proceedings of the 22nd international conference on Machine learning, 497-503, 2005	72	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	68	1991
Analysis of results PB Brazdil, RJ Henery Machine learning, neural and statistical classification, 175-212, 1994	61	1994

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