Следене
Pavel Brazdil
Pavel Brazdil
Professor Emeritus, FEP, U.Porto, Member of LIAAD-INESC TEC
Няма потвърден имейл адрес
Заглавие
Позовавания
Позовавания
Година
Metalearning: Applications to data mining
P Brazdil, CG Carrier, C Soares, R Vilalta
Springer Science & Business Media, 2008
7942008
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
5642003
Cascade generalization
J Gama, P Brazdil
Machine learning 41 (3), 315-343, 2000
3992000
Characterizing the applicability of classification algorithms using meta-level learning
P Brazdil, J Gama, B Henery
European conference on machine learning, 83-102, 1994
2451994
A comparison of ranking methods for classification algorithm selection
PB Brazdil, C Soares
European conference on machine learning, 63-75, 2000
2382000
Introduction to the special issue on meta-learning
C Giraud-Carrier, R Vilalta, P Brazdil
Machine learning 54 (3), 187-193, 2004
2142004
Characterization of classification algorithms
J Gama, P Brazdil
Portuguese Conference on Artificial Intelligence, 189-200, 1995
2121995
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
2102004
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
2072006
Improved dataset characterisation for meta-learning
Y Peng, PA Flach, C Soares, P Brazdil
International conference on discovery science, 141-152, 2002
1872002
Using Meta-Learning to Support Data Mining.
R Vilalta, CG Giraud-Carrier, P Brazdil, C Soares
Int. J. Comput. Sci. Appl. 1 (1), 31-45, 2004
1442004
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
1342000
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
1322012
Selecting classification algorithms with active testing
R Leite, P Brazdil, J Vanschoren
International workshop on machine learning and data mining in pattern …, 2012
1282012
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
1042007
Predicting relative performance of classifiers from samples
R Leite, P Brazdil
Proceedings of the 22nd international conference on machine learning, 497-503, 2005
862005
Linear tree
J Gama, P Brazdil
Intelligent Data Analysis 3 (1), 1-22, 1999
851999
Knowledge Acquisition via Knowledge Integration
PB Brazdil, L Torgo
Current Trends in Knowledge Acquisition 8, 90-104, 1990
851990
Fast algorithm selection using learning curves
JN Rijn, SM Abdulrahman, P Brazdil, J Vanschoren
International symposium on intelligent data analysis, 298-309, 2015
832015
Meta-learning-concepts and techniques
R Vilalta, C Giraud-Carrier, P Brazdil
Data mining and knowledge discovery handbook, 717-731, 2009
772009
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