| Data mining with an ant colony optimization algorithm RS Parpinelli, HS Lopes, AA Freitas IEEE transactions on evolutionary computation 6 (4), 321-332, 2002 | 1406 | 2002 |
| Data mining and knowledge discovery with evolutionary algorithms AA Freitas Springer, 2002 | 1127 | 2002 |
| A survey of hierarchical classification across different application domains CN Silla, AA Freitas Data Mining and Knowledge Discovery 22, 31-72, 2011 | 1090 | 2011 |
| 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 | 860 | 2009 |
| Comprehensible classification models: a position paper AA Freitas ACM SIGKDD explorations newsletter 15 (1), 1-10, 2014 | 705 | 2014 |
| A survey of evolutionary algorithms for data mining and knowledge discovery AA Freitas Advances in evolutionary computing: theory and applications, 819-845, 2003 | 654 | 2003 |
| On rule interestingness measures AA Freitas Research and Development in Expert Systems XV: Proceedings of ES98, the …, 1999 | 430 | 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 | 399* | 2012 |
| Mining very large databases with parallel processing AA Freitas, SH Lavington Springer Science & Business Media, 1997 | 338 | 1997 |
| 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 | 298 | 2000 |
| Automatic text summarization using a machine learning approach JL Neto, AA Freitas, CAA Kaestner Advances in Artificial Intelligence: 16th Brazilian Symposium on Artificial …, 2002 | 287 | 2002 |
| A review and appraisal of the DNA damage theory of ageing. AAFJP de Magalhaes Mutation Research 728 (1-2), 12-22, 2011 | 272* | 2011 |
| 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), 1-23, 2019 | 261 | 2019 |
| A critical review of multi-objective optimization in data mining: a position paper AA Freitas ACM SIGKDD Explorations Newsletter 6 (2), 77-86, 2004 | 251 | 2004 |
| Document clustering and text summarization JL Neto, AD Santos, CAA Kaestner, AA Freitas Proceedings of the 4th International Conference Practical Applications of …, 2000 | 237 | 2000 |
| A hybrid decision tree/genetic algorithm method for data mining DR Carvalho, AA Freitas Information Sciences 163 (1-3), 13-35, 2004 | 231 | 2004 |
| Understanding the crucial role of attribute interaction in data mining AA Freitas Artificial Intelligence Review 16, 177-199, 2001 | 214 | 2001 |
| 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 | 213 | 2004 |
| On objective measures of rule surprisingness AA Freitas Principles of Data Mining and Knowledge Discovery: Second European Symposium …, 1998 | 213 | 1998 |
| An ant colony algorithm for classification rule discovery RS Parpinelli, HS Lopes, AA Freitas Data mining: A heuristic approach, 191-208, 2002 | 209 | 2002 |
Xin YaoSouthern University of Science and Technology and University of Birmingham (UK)Verified email at cs.bham.ac.uk
