Pavel Brazdil

Best Publications

• Metalearning: Applications to Data Mining

  Pavel Brazdil;Christophe Giraud-Carrier;Carlos Soares;Ricardo Vilalta

  785
  Citations

• Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results

  Pavel B. Brazdil;Carlos Soares;Joaquim Pinto Da Costa

  594
  Citations

• Cascade Generalization

  João Gama;Pavel Brazdil

  426
  Citations

• Knowledge discovery in databases : pkdd 2005

  Alípio Mário Jorge;Luís Torgo;Pavel Brazdil;Rui Camacho

  321
  Citations

• Improved Dataset Characterisation for Meta-learning

  Yonghong Peng;Peter A. Flach;Carlos Soares;Pavel Brazdil

  276
  Citations

• Characterizing the applicability of classification algorithms using meta-level learning

  Pavel Brazdil;João Gama;Bob Henery

  260
  Citations

• A Comparison of Ranking Methods for Classification Algorithm Selection

  Pavel B. Brazdil;Carlos Soares

  248
  Citations

• Metalearning

  Unknown

  245
  Citations

• A Meta-Learning Method to Select the Kernel Width in Support Vector Regression

  Carlos Soares;Pavel B. Brazdil;Petr Kuba

  235
  Citations

• Introduction to the Special Issue on Meta-Learning

  Christophe Giraud-Carrier;Ricardo Vilalta;Pavel Brazdil

  233
  Citations

• Characterization of Classification Algorithms

  Joao Gama;Pavel Brazdil

  217
  Citations

• Comparison of SVM and Some Older Classification Algorithms in Text Classification Tasks

  Unknown

  164
  Citations

• Zoomed Ranking: Selection of Classification Algorithms Based on Relevant Performance Information

  Carlos Soares;Pavel Brazdil

  139
  Citations

• Selecting classification algorithms with active testing

  Rui Leite;Pavel Brazdil;Joaquin Vanschoren

  124
  Citations

• Fast Algorithm Selection Using Learning Curves

  Jan N. van Rijn;Salisu Mamman Abdulrahman;Pavel Brazdil;Joaquin Vanschoren

  98
  Citations

• AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages

  Unknown

  89
  Citations

• Meta-Learning - Concepts and Techniques

  Ricardo Vilalta;Christophe G. Giraud-Carrier;Pavel Brazdil

  88
  Citations

• Machine Learning: ECML-93

  Unknown

  88
  Citations

• Panel: Learning in Distributed Systems and Multi-Agent Environments

  Pavel Brazdil;Matjaz Gams;Sati S. Sian;Luís Torgo

  82
  Citations

• Meta-learning to select the best meta-heuristic for the Traveling Salesman Problem

  Jorge Kanda;Andre de Carvalho;Eduardo Hruschka;Carlos Soares

  81
  Citations