| Data mining with an ant colony optimization algorithm RS Parpinelli, HS Lopes, AA Freitas IEEE transactions on evolutionary computation 6 (4), 321-332, 2002 | 1437 | 2002 |
| A survey of hierarchical classification across different application domains CN Silla, AA Freitas Data mining and knowledge discovery 22, 31-72, 2011 | 1231 | 2011 |
| Data mining and knowledge discovery with evolutionary algorithms AA Freitas Springer, 2002 | 1169 | 2002 |
| A survey of evolutionary algorithms for clustering ER Hruschka, RJGB Campello, AA Freitas IEEE Transactions on systems, man, and cybernetics, Part C (applications and …, 2009 | 896 | 2009 |
| Comprehensible classification models: a position paper AA Freitas ACM SIGKDD explorations newsletter 15 (1), 1-10, 2014 | 816 | 2014 |
| A survey of evolutionary algorithms for data mining and knowledge discovery AA Freitas Advances in evolutionary computing: theory and applications, 819-845, 2003 | 668 | 2003 |
| On rule interestingness measures AA Freitas Knowledge-Based Systems 12 (5-6), 309-315, 1999 | 439 | 1999 |
| A Survey of Evolutionary Algorithms for Decision Tree Induction AAF R.C. Barros, M.P. Basgalupp, A.C.P.L.F. de IEEE Transactions on Systems, Man and Cybernetics – Part C: Applications and …, 2012 | 433* | 2012 |
| The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens N Zhou, Y Jiang, TR Bergquist, AJ Lee, BZ Kacsoh, AW Crocker, ... Genome biology 20, 1-23, 2019 | 349 | 2019 |
| Mining very large databases with parallel processing AA Freitas, SH Lavington Springer Science & Business Media, 1997 | 342 | 1997 |
| Automatic text summarization using a machine learning approach JL Neto, AA Freitas, CAA Kaestner Advances in Artificial Intelligence: 16th Brazilian Symposium on Artificial …, 2002 | 317 | 2002 |
| Discovering comprehensible classification rules with a genetic algorithm MV Fidelis, HS Lopes, AA Freitas Proceedings of the 2000 congress on evolutionary computation. CEC00 (Cat. No …, 2000 | 301 | 2000 |
| A review and appraisal of the DNA damage theory of ageing. AAFJP de Magalhaes Mutation Research 728 (1-2), 12-22, 2011 | 288* | 2011 |
| A critical review of multi-objective optimization in data mining: a position paper AA Freitas ACM SIGKDD Explorations Newsletter 6 (2), 77-86, 2004 | 258 | 2004 |
| A Genetic Algorithm for Solving a Capacitated p-Median Problem ES Correa, MTA Steiner, AA Freitas, C Carnieri Numerical Algorithms 35, 373-388, 2004 | 249 | 2004 |
| Document clustering and text summarization JL Neto, AD Santos, CAA Kaestner, AA Freitas Proceedings of the 4th International Conference Practical Applications of …, 2000 | 240 | 2000 |
| A hybrid decision tree/genetic algorithm method for data mining DR Carvalho, AA Freitas Information Sciences 163 (1-3), 13-35, 2004 | 237 | 2004 |
| On objective measures of rule surprisingness AA Freitas European Symposium on Principles of Data Mining and Knowledge Discovery, 1-9, 1998 | 219 | 1998 |
| An extensive evaluation of seven machine learning methods for rainfall prediction in weather derivatives S Cramer, M Kampouridis, AA Freitas, AK Alexandridis Expert Systems with Applications 85, 169-181, 2017 | 216 | 2017 |
| A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets CC Bojarczuk, HS Lopes, AA Freitas, EL Michalkiewicz Artificial Intelligence in Medicine 30 (1), 27-48, 2004 | 215 | 2004 |
Xin YaoLingnan University (Hong Kong) and University of Birmingham (UK)
