Pavel Brazdil

Pavel Brazdil publications per year

Pavel Brazdil publication distribution in Computer Science in 2027

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2027. The highlighted bar marks where Pavel Brazdil sits on this spectrum.

Pavel Brazdil D-index placement in Computer Science in 2027

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2027. The highlighted bar marks where Pavel Brazdil sits on this spectrum.

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