Brazdil, Pavel

15 publications

MLJ 2018 Metalearning and Algorithm Selection: Progress, State of the Art and Introduction to the 2018 Special Issue Pavel Brazdil, Christophe G. Giraud-Carrier

MLJ 2018 Speeding up Algorithm Selection Using Average Ranking and Active Testing by Introducing Runtime Salisu Mamman Abdulrahman, Pavel Brazdil, Jan N. van Rijn, Joaquin Vanschoren

AutoML 2016 Effect of Incomplete Meta-Dataset on Average Ranking Method Salisu Mamman Abdulrahman, Pavel Brazdil

ICML 2005 Predicting Relative Performance of Classifiers from Samples Rui Leite, Pavel Brazdil

MLJ 2004 A Meta-Learning Method to Select the Kernel Width in Support Vector Regression Carlos Soares, Pavel Brazdil, Petr Kuba

ECML-PKDD 2004 Improving Progressive Sampling via Meta-Learning on Learning Curves Rui Leite, Pavel Brazdil

MLJ 2004 Introduction to the Special Issue on Meta-Learning Christophe G. Giraud-Carrier, Ricardo Vilalta, Pavel Brazdil

MLJ 2003 Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results Pavel Brazdil, Carlos Soares, Joaquim Pinto da Costa

ECML-PKDD 2001 Improving the Robustness and Encoding Complexity of Behavioural Clones Rui Camacho, Pavel Brazdil

ECML-PKDD 2000 A Comparison of Ranking Methods for Classification Algorithm Selection Pavel Brazdil, Carlos Soares

MLJ 2000 Cascade Generalization João Gama, Pavel Brazdil

ECML-PKDD 1995 Learning Recursion with Iterative Bootstrap Induction (Extended Abstract) Alípio Jorge, Pavel Brazdil

ECML-PKDD 1994 Characterizing the Applicability of Classification Algorithms Using Meta-Level Learning Pavel Brazdil, João Gama, Bob Henery

ALT 1991 Learning in Multi-Agent Environments Pavel Brazdil

IJCAI 1977 Learning Simple Arithmetic Pavel Brazdil