Fabricio Olivetti de França

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Fernando J. Von ZubenDCA/FEEC/UnicampVerified email at dca.fee.unicamp.br
Guilherme Palermo CoelhoAssociate Professor at the School of Technology (FT), University of Campinas (Unicamp)Verified email at ft.unicamp.br
Bogdan BurlacuUniversity of Applied Sciences Upper AustriaVerified email at fh-ooe.at
Leandro Nunes de CastroU. A. Whitaker College of Engineering, Florida Gulf Coast UniversityVerified email at fgcu.edu
William G. La CavaHarvard, Boston Children's HospitalVerified email at childrens.harvard.edu
Claudio Luis de Camargo PenteadoUFABCVerified email at ufabc.edu.br
Denise Hideko GoyaFederal University of ABCVerified email at ufabc.edu.br
Pablo A. Dalbem de CastroFederal Institute of Education, Science and Technology of São Paulo (IFSP)Verified email at ifsp.edu.br
Guilherme Seidyo Imai AldeiaPhD student at Federal University of ABC (UFABC)Verified email at ufabc.edu.br
Gabriel KronbergerUniversity of Applied Sciences Upper AustriaVerified email at fh-hagenberg.at
Michael KommendaTietoevryVerified email at tietoevry.com
Christian HaiderUniversity of Applied Sciences Upper AustriaVerified email at fh-hagenberg.at
Romis Ribeiro de Faissol AttuxProfessor - DCA/FEEC/UNICAMPVerified email at dca.fee.unicamp.br
Carlos Alberto KamienskiProfessor of Computer Science, Universidade Federal do ABCVerified email at ufabc.edu.br
Ying JinPostdoctoral Fellow, Data Science Initiative, Harvard UniversityVerified email at hcp.med.harvard.edu
Patryk OrzechowskiUniversity of Pennsylvania | AGH USTVerified email at upenn.edu
Jason H. MooreChair, Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CAVerified email at csmc.edu
Priscila Cristina Berbert RampazzoResearcher, State University of CampinasVerified email at fca.unicamp.br
Daniel Vitor Beraldo Di GênovaEstudante de Ciência da Computação na Universidade Federal do ABCVerified email at aluno.ufabc.edu.br
Flávio HoritaAssistant Professor in Computer Science, CMCC, Federal University of ABCVerified email at ufabc.edu.br

Fabricio Olivetti de França

Universidade Federal do ABC (UFABC)

Verified email at ufabc.edu.br - Homepage

Symbolic Regression Co-Clustering Biclustering Machine Learning Evolutionary Computation


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Contemporary symbolic regression methods and their relative performance W La Cava, B Burlacu, M Virgolin, M Kommenda, P Orzechowski, ... Advances in neural information processing systems 2021 (DB1), 1, 2021	241	2021
An artificial immune network for multimodal function optimization on dynamic environments FO de França, FJ Von Zuben, LN de Castro Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005	171	2005
Applying biclustering to text mining: an immune-inspired approach PAD de Castro, FO de França, HM Ferreira, FJ Von Zuben Artificial Immune Systems: 6th International Conference, ICARIS 2007, Santos …, 2007	85	2007
Applying biclustering to perform collaborative filtering PAD de Castro, FO de Franca, HM Ferreira, FJ Von Zuben Seventh International Conference on Intelligent Systems Design and …, 2007	77	2007
Interaction–transformation evolutionary algorithm for symbolic regression FO de Franca, GSI Aldeia Evolutionary computation 29 (3), 367-390, 2021	62	2021
A Greedy Search Tree Heuristic for Symbolic Regression FO de Franca Information Sciences 442, 18-32, 2018	60	2018
A dynamic artificial immune algorithm applied to challenging benchmarking problems FO De França, FJ Von Zuben 2009 IEEE Congress on Evolutionary Computation, 423-430, 2009	60	2009
Shape-constrained symbolic regression—improving extrapolation with prior knowledge G Kronberger, FO de França, B Burlacu, C Haider, M Kommenda Evolutionary Computation 30 (1), 75-98, 2022	47	2022
Predicting missing values with biclustering: A coherence-based approach FO de França, GP Coelho, FJ Von Zuben Pattern Recognition 46 (5), 1255-1266, 2013	45	2013
Multi-objective biclustering: When non-dominated solutions are not enough GP Coelho, FO de França, FJ Von Zuben Journal of Mathematical Modelling and Algorithms 8, 175-202, 2009	37	2009
Evaluating the performance of a biclustering algorithm applied to collaborative filtering-a comparative analysis PAD De Castro, FO de França, HM Ferreira, FJ Von Zuben 7th International Conference on Hybrid Intelligent Systems (HIS 2007), 65-70, 2007	37	2007
Conceptual and practical aspects of the aiNet family of algorithms FO de França, GP Coelho, PAD Castro, FJ Von Zuben Nature-Inspired Computing Design, Development, and Applications, 1-38, 2012	36	2012
A multi-objective multipopulation approach for biclustering GP Coelho, FO de França, FJ Von Zuben Artificial Immune Systems: 7th International Conference, ICARIS 2008, Phuket …, 2008	35	2008
A hash-based co-clustering algorithm for categorical data FO de França Expert Systems with Applications 64, 24-35, 2016	31	2016
Query expansion using an immune-inspired biclustering algorithm PAD de Castro, FO de Franca, HM Ferreira, GP Coelho, FJ Von Zuben Natural Computing 9, 579-602, 2010	30	2010
Enhanced word embeddings using multi-semantic representation through lexical chains T Ruas, CHP Ferreira, W Grosky, FO de França, DMR de Medeiros Information Sciences 532, 16-32, 2020	26	2020
Multivariate ant colony optimization in continuous search spaces FO de Franca, GP Coelho, FJ Von Zuben, RRF Attux Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008	26	2008
New perspectives for the biclustering problem FO de França, G Bezerra, FJ Von Zuben 2006 IEEE International Conference on Evolutionary Computation, 753-760, 2006	24	2006
Interaction-transformation symbolic regression with extreme learning machine FO de Franca, MZ de Lima Neurocomputing 423, 609-619, 2021	21	2021
A concentration-based artificial immune network for combinatorial optimization GP Coelho, FO de França, FJ Von Zuben 2011 IEEE Congress of Evolutionary Computation (CEC), 1242-1249, 2011	21	2011

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