| Redes Neurais Artificiais-Teoria e Aplicações. 1ª Edição AP Braga, A Carvalho, TB Ludermir Rio de Janeiro: Editora LTC, 2000 | 1542* | 2000 |
| 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 | 939 | 2009 |
| Data stream clustering: A survey JA Silva, ER Faria, RC Barros, ER Hruschka, AC Carvalho, J Gama ACM Computing Surveys (CSUR) 46 (1), 1-31, 2013 | 773 | 2013 |
| Inteligência artificial: uma abordagem de aprendizado de máquina 2a edição K Faceli, AC Lorena, J Gama, TA Almeida, ACPLF Carvalho Editora LTC, 2021 | 604* | 2021 |
| A survey of evolutionary algorithms for decision-tree induction RC Barros, MP Basgalupp, AC De Carvalho, AA Freitas IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011 | 466 | 2011 |
| A review on the combination of binary classifiers in multiclass problems AC Lorena, AC De Carvalho, JMP Gama Artificial Intelligence Review 30, 19-37, 2008 | 362 | 2008 |
| Deep learning for biological image classification C Affonso, ALD Rossi, FHA Vieira, ACP de Leon Ferreira Expert systems with applications 85, 114-122, 2017 | 360 | 2017 |
| Uma introdução às support vector machines AC Lorena, AC De Carvalho Revista de Informática Teórica e Aplicada 14 (2), 43-67, 2007 | 346 | 2007 |
| Spectral methods for graph clustering–a survey MCV Nascimento, AC De Carvalho European Journal of Operational Research 211 (2), 221-231, 2011 | 314 | 2011 |
| Introdução aos algoritmos genéticos EGM de Lacerda, A De Carvalho Sistemas inteligentes: aplicações a recursos hídricos e ciências ambientais …, 1999 | 296* | 1999 |
| An adaptive approach for UAV-based pesticide spraying in dynamic environments BS Faiçal, H Freitas, PH Gomes, LY Mano, G Pessin, AC de Carvalho, ... Computers and Electronics in Agriculture 138, 210-223, 2017 | 281 | 2017 |
| Artificial taste sensor: efficient combination of sensors made from Langmuir− Blodgett films of conducting polymers and a ruthenium complex and self-assembled films of an … A Riul, DS Dos Santos, K Wohnrath, R Di Tommazo, ACPLF Carvalho, ... Langmuir 18 (1), 239-245, 2002 | 264 | 2002 |
| Inteligência artificial: uma abordagem de aprendizado de máquina (1a Edição) K Faceli, AC Lorena, J Gama, ACPLF Carvalho | 261* | 2011 |
| A tutorial on multi-label classification techniques AC de Carvalho, AA Freitas Foundations of Computational Intelligence Volume 5: Function Approximation …, 2009 | 244 | 2009 |
| Main chain representation for evolutionary algorithms applied to distribution system reconfiguration ACB Delbem, ACPLF de Carvalho, NG Bretas IEEE Transactions on Power Systems 20 (1), 425-436, 2005 | 244 | 2005 |
| Wine classification by taste sensors made from ultra-thin films and using neural networks A Riul Jr, HC de Sousa, RR Malmegrim, DS dos Santos Jr, AC Carvalho, ... Sensors and Actuators B: Chemical 98 (1), 77-82, 2004 | 230 | 2004 |
| Comparing machine learning classifiers in potential distribution modelling AC Lorena, LFO Jacintho, MF Siqueira, R De Giovanni, LG Lohmann, ... Expert Systems with Applications 38 (5), 5268-5275, 2011 | 227 | 2011 |
| A review of performance evaluation measures for hierarchical classifiers E Costa, A Lorena, A Carvalho, A Freitas Evaluation methods for machine learning II: Papers from the AAAI-2007 …, 2007 | 226 | 2007 |
| Effectiveness of random search in SVM hyper-parameter tuning RG Mantovani, ALD Rossi, J Vanschoren, B Bischl, AC De Carvalho 2015 international joint conference on neural networks (IJCNN), 1-8, 2015 | 201 | 2015 |
| Combining meta-learning and search techniques to select parameters for support vector machines TAF Gomes, RBC Prudêncio, C Soares, ALD Rossi, A Carvalho Neurocomputing 75 (1), 3-13, 2012 | 191 | 2012 |
