| Decoding machine learning benchmarks LFF Cardoso, VCA Santos, RSK Francês, RBC Prudêncio, RCO Alves Brazilian Conference on Intelligent Systems, 412-425, 2020 | 17 | 2020 |
| Does dataset complexity matters for model explainers? J Ribeiro, R Silva, L Cardoso, R Alves 2021 IEEE International Conference on Big Data (Big Data), 5257-5265, 2021 | 8 | 2021 |
| Uma gamificação para ensino e aprendizagem de teste exploratório de software: Aplicação em um estudo experimental I Costa, S Oliveira, L Cardoso, A Ramos, R Sousa XVIII Simpósio Brasileiro de Jogos e Entretenimento Digital (Education Track …, 2019 | 5 | 2019 |
| Data vs classifiers, who wins? LFF Cardoso, VCA Santos, RSK Francês, RBC Prudêncio, RCO Alves arXiv preprint arXiv:2107.07451, 2021 | 4 | 2021 |
| Explanation-by-example based on item response theory LFF Cardoso, J de S. Ribeiro, VCA Santos, RL Silva, MP Mota, ... Brazilian Conference on Intelligent Systems, 283-297, 2022 | 3 | 2022 |
| The quest for the reliability of machine learning models in binary classification on tabular data VC Araujo Santos, L Cardoso, R Alves Scientific Reports 13 (1), 18464, 2023 | 2 | 2023 |
| Explanations based on Item Response Theory (eXirt): A model-specific method to explain tree-ensemble model in trust perspective J de Sousa Ribeiro Filho, LFF Cardoso, RLS da Silva, NJS Carneiro, ... Expert Systems with Applications 244, 122986, 2024 | 1 | 2024 |
| AutoML Optimized by Genetic Algorithm and Item Response Theory LFF Cardoso, VCA Santos, RSK Francês, RCO Alves Anais do XX Encontro Nacional de Inteligência Artificial e Computacional …, 2023 | | 2023 |
| AutoML baseado na Teoria de Resposta ao Item LFF Cardoso, RSK Francês, RCO Alves Anais da II Escola Regional de Alto Desempenho Norte 2 e II Escola Regional …, 2022 | | 2022 |
| Global Explanation of Tree-Ensembles Models Based on Item Response Theory J Ribeiro, L Cardoso, R Silva, V Cirilo, N Carneiro, R Alves arXiv preprint arXiv:2210.09933, 2022 | | 2022 |
| Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective J Ribeiro, L Cardoso, R Silva, V Cirilo, N Carneiro, R Alves arXiv e-prints, arXiv: 2210.09933, 2022 | | 2022 |
| Data and Classifiers: Two Sides of the Same Coin LFF Cardoso, VCA Santos, JS Ribeiro Filho, RSK Frances, ... Available at SSRN 4821747, 0 | | |
| Explanations Based on Item Response Theory (Exirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective JS Ribeiro Filho, LFF Cardoso, RLS Silva, NJS Carneiro, VCA Santos, ... Available at SSRN 4572173, 0 | | |
| Testing machine learning benchmarks using item response theory LFF Cardoso, RBC Prudêncio, RCO Alves | | |
