Carlos Soares

Carlos Soares publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Carlos Soares sits on this spectrum.

Carlos Soares D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Carlos Soares sits on this spectrum.

Best Publications

• Metalearning: Applications to Data Mining

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

  785
  Citations

• Ensemble approaches for regression: A survey

  João Mendes-Moreira;Carlos Soares;Alípio Mário Jorge;Jorge Freire De Sousa

  725
  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

• Improved Dataset Characterisation for Meta-learning

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

  276
  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

• Combining meta-learning and search techniques to select parameters for support vector machines

  Taciana A. F. Gomes;Ricardo B. C. Prudêncio;Carlos Soares;André L. D. Rossi

  178
  Citations

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

  Carlos Soares;Pavel Brazdil

  139
  Citations

• A Comparative Study of Classification and Regression Algorithms for Modelling Students' Academic Performance.

  Pedro Strecht;Luís Cruz;Carlos Soares;João Mendes-Moreira

  136
  Citations

• A WEIGHTED RANK MEASURE OF CORRELATION

  Joaquim Pinto da Costa;Carlos Soares

  131
  Citations

• Customer segmentation in a large database of an online customized fashion business

  Pedro Quelhas Brito;Carlos Soares;Sérgio Almeida;Ana Monte

  129
  Citations

• Meta-features for meta-learning

  Unknown

  119
  Citations

• Metalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative Filtering

  Tiago Sá Cunha;Carlos Manuel Soares;Acplf de Carvalho

  96
  Citations

• MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data

  André Luis Debiaso Rossi;André Carlos Ponce De Leon Ferreira De Carvalho;Carlos Soares;Bruno Feres De Souza

  94
  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

• Arbitrated Ensemble for Time Series Forecasting

  Vítor Manuel Cerqueira;Luís Torgo;F Pinto;Carlos Manuel Soares

  77
  Citations

• Improved dataset characterisation for meta-learning

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

  75
  Citations

• Comparing state-of-the-art regression methods for long term travel time prediction

  João Mendes-Moreira;Alípio Mário Jorge;Jorge Freire de Sousa;Carlos Soares

  72
  Citations

• Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters.

  Vitor Cerqueira;Luis Torgo;Carlos Soares

  70
  Citations