João Paulo Papa

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Falcao, A.X.Professor of Computer Science, University of CampinasVerified email at ic.unicamp.br
Kelton Augusto Pontara da CostaProfessor of Computer Science, UNESP/FATECVerified email at unesp.br
Gustavo Henrique de RosaPhD Student, São Paulo State UniversityVerified email at unesp.br
Danillo Roberto PereiraPós-doutorando - Ciência da Computação, UnespVerified email at ic.unicamp.br
Rodrigo Yuji Mizobe NakamuraUnesp - Sao Paulo State UniversityVerified email at fc.unesp.br
João Manuel R. S. TavaresFaculdade de Engenharia da Universidade do PortoVerified email at fe.up.pt
Luís A. M. PereiraFederal University of São PauloVerified email at unifesp.br
Xin-She Yang (DPhil)Computational intelligence, swarm intelligence, optimization, metaheuristics, nature-inspiredVerified email at mdx.ac.uk
Clayton Reginaldo PereiraPós-Doutorando Universidade Estadual Paulista Júlio de Mesquita Filho - Unesp/BauruVerified email at unesp.br
Aparecido Nilceu MaranaAssociate Professor, Sao Paulo State University - UNESPVerified email at fc.unesp.br
Leandro PassosSão Paulo state university (UNESP)Verified email at unesp.br
Luis Claudio Sugi AfonsoPhD Student, UFSCar - Federal University of São CarlosVerified email at ufscar.br
Silke Anna Theresa WeberFaculdade de Medicina Botucatu-UNESPVerified email at fmb.unesp.br
Christoph PalmProfessor (Full), Ostbayerische Technische Hochschule Regensburg, ReMICVerified email at oth-regensburg.de
Ricardo da Silva TorresFull Professor, Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Giovani ChiachiaUniversity of CampinasVerified email at ic.unicamp.br
Rodrigo José PisaniInstituto de Ciências da Natureza, Universidade Federal de Alfenas, Unifal-MGVerified email at unifal-mg.edu.br
Alexandre LevadaComputer Science, Universidade Federal de São Carlos, BrasilVerified email at ufscar.br
Gustavo Botelho de SouzaUniversidade Federal de São CarlosVerified email at ufscar.br
Walter ScheirerAssociate Professor of Computer Science and Engineering, University of Notre DameVerified email at nd.edu

João Paulo Papa

Associate Professor, IEEE Senior, Alexander von Humboldt Research Fellow, São Paulo State

Verified email at fc.unesp.br - Homepage

Machine learning image processing pattern recognition


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Supervised pattern classification based on optimum‐path forest JP Papa, AX Falcao, CTN Suzuki International Journal of Imaging Systems and Technology 19 (2), 120-131, 2009	459	2009
BBA: a binary bat algorithm for feature selection RYM Nakamura, LAM Pereira, KA Costa, D Rodrigues, JP Papa, XS Yang 2012 25th SIBGRAPI conference on graphics, patterns and images, 291-297, 2012	344	2012
Efficient supervised optimum-path forest classification for large datasets JP Papa, AX Falcão, VHC De Albuquerque, JMRS Tavares Pattern Recognition 45 (1), 512-520, 2012	261	2012
A genetic programming framework for content-based image retrieval RS Torres, AX Falcão, MA Gonçalves, JP Papa, B Zhang, W Fan, EA Fox Pattern Recognition 42 (2), 283-292, 2009	230	2009
A wrapper approach for feature selection based on bat algorithm and optimum-path forest D Rodrigues, LAM Pereira, RYM Nakamura, KAP Costa, XS Yang, ... Expert Systems with Applications 41 (5), 2250-2258, 2014	191	2014
Computational methods for the image segmentation of pigmented skin lesions: a review RB Oliveira, E Mercedes Filho, Z Ma, JP Papa, AS Pereira, JMRS Tavares Computer methods and programs in biomedicine 131, 127-141, 2016	150	2016
BCS: A binary cuckoo search algorithm for feature selection D Rodrigues, LAM Pereira, TNS Almeida, JP Papa, AN Souza, ... 2013 IEEE International Symposium on Circuits and Systems (ISCAS), 465-468, 2013	147	2013
ECG arrhythmia classification based on optimum-path forest EJS Luz, TM Nunes, VHC De Albuquerque, JP Papa, D Menotti Expert Systems with Applications 40 (9), 3561-3573, 2013	119	2013
A new approach for nontechnical losses detection based on optimum-path forest CCO Ramos, AN de Sousa, JP Papa, AX Falcao IEEE Transactions on Power Systems 26 (1), 181-189, 2010	119	2010
A novel algorithm for feature selection using harmony search and its application for non-technical losses detection CCO Ramos, AN Souza, G Chiachia, AX Falcão, JP Papa Computers & Electrical Engineering 37 (6), 886-894, 2011	118	2011
Computational methods for pigmented skin lesion classification in images: review and future trends RB Oliveira, JP Papa, AS Pereira, JMRS Tavares Neural Computing and Applications 29 (3), 613-636, 2018	115	2018
Spoken emotion recognition through optimum-path forest classification using glottal features AI Iliev, MS Scordilis, JP Papa, AX Falcão Computer Speech & Language 24 (3), 445-460, 2010	109	2010
Soft-Tempering Deep Belief Networks Parameters Through Genetic Programming GH de Rosa, JP Papa	103	2019
Internet of Things: A survey on machine learning-based intrusion detection approaches KAP da Costa, JP Papa, CO Lisboa, R Munoz, VHC de Albuquerque Computer Networks 151, 147-157, 2019	98	2019
Automatic segmentation and classification of human intestinal parasites from microscopy images CTN Suzuki, JF Gomes, AX Falcao, JP Papa, S Hoshino-Shimizu IEEE Transactions on biomedical Engineering 60 (3), 803-812, 2012	97	2012
Binary flower pollination algorithm and its application to feature selection D Rodrigues, XS Yang, AN De Souza, JP Papa Recent advances in swarm intelligence and evolutionary computation, 85-100, 2015	94	2015
EEG signal classification for epilepsy diagnosis via optimum path forest–A systematic assessment TM Nunes, ALV Coelho, CAM Lima, JP Papa, VHC De Albuquerque Neurocomputing 136, 103-123, 2014	90	2014
EEG-based person identification through binary flower pollination algorithm D Rodrigues, GFA Silva, JP Papa, AN Marana, XS Yang Expert Systems with Applications 62, 81-90, 2016	89	2016
Deep learning-aided Parkinson's disease diagnosis from handwritten dynamics CR Pereira, SAT Weber, C Hook, GH Rosa, JP Papa 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2016	89	2016
Fine-tuning deep belief networks using harmony search JP Papa, W Scheirer, DD Cox Applied Soft Computing 46, 875-885, 2016	88	2016

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