João Paulo Papa

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Falcao, A.X.Professor of Computer Science, University of CampinasVerified email at ic.unicamp.br
Gustavo Henrique de RosaSenior Research Software Engineer, Microsoft ResearchVerified email at microsoft.com
Kelton Augusto Pontara da CostaProfessor of Computer Science, UNESP || Senior Member IEEEVerified email at unesp.br
Leandro PassosUNESPVerified email at unesp.br
Danillo Roberto PereiraPós-doutorando - Ciência da Computação, UnespVerified email at ic.unicamp.br
João Manuel R. S. TavaresFaculdade de Engenharia da Universidade do PortoVerified email at fe.up.pt
Clayton Reginaldo PereiraProfessor Assistente Universidade Estadual Paulista Júlio de Mesquita Filho - Unesp/BauruVerified email at unesp.br
Rodrigo Yuji Mizobe NakamuraUnesp - Sao Paulo State UniversityVerified email at fc.unesp.br
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
Aparecido Nilceu MaranaAssociate Professor, Sao Paulo State University - UNESPVerified email at fc.unesp.br
Luis Claudio Sugi AfonsoPhD Student, UFSCar - Federal University of São CarlosVerified email at ufscar.br
Christoph PalmProfessor (Full), Ostbayerische Technische Hochschule Regensburg, ReMICVerified email at oth-regensburg.de
Luis Antonio de Souza JúniorUniversidade Federal do Espírito SantoVerified email at inf.ufes.br
Silke Anna Theresa WeberFaculdade de Medicina Botucatu-UNESPVerified email at fmb.unesp.br
Gustavo CarneiroProfessor of AI and Machine Learning, University of SurreyVerified email at surrey.ac.uk
Danilo ColomboPetrobrasVerified email at petrobras.com.br
Jacinto C. NascimentoInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior TécnicoVerified email at isr.ist.utl.pt
Andrew P. BradleyWhipbird SignalsVerified email at ieee.org
Ricardo da Silva TorresProfessor in Data Science and Artificial Intelligence, Wageningen University & ResearchVerified email at wur.nl

João Paulo Papa

Full Professor, IEEE Senior, FIAPR, Fellow Alexander von Humboldt, São Paulo State University

Verified email at unesp.br - Homepage

Machine learning image processing pattern recognition


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Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS … MJ Cardoso, T Arbel, G Carneiro, T Syeda-Mahmood, JMRS Tavares, ... Springer, 2017	761	2017
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	552	2019
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	525	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	493	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	295	2012
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	275	2014
FEMa: A finite element machine for fast learning DR Pereira, MA Piteri, AN Souza, JP Papa, H Adeli Neural Computing and Applications 32, 6393-6404, 2020	269	2020
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	253	2016
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	251	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	244	2013
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	236	2009
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, 613-636, 2018	226	2018
Avoiding overfitting: A survey on regularization methods for convolutional neural networks CFGD Santos, JP Papa ACM Computing Surveys (CSUR) 54 (10s), 1-25, 2022	209	2022
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	202	2013
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification CR Pereira, DR Pereira, GH Rosa, VHC Albuquerque, SAT Weber, ... Artificial intelligence in medicine 87, 67-77, 2018	195	2018
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	169	2015
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	168	2011
A new computer vision-based approach to aid the diagnosis of Parkinson's disease CR Pereira, DR Pereira, FA Silva, JP Masieiro, SAT Weber, C Hook, ... Computer methods and programs in biomedicine 136, 79-88, 2016	167	2016
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	166	2010
Real-time use of artificial intelligence in the evaluation of cancer in Barrett’s oesophagus A Ebigbo, R Mendel, A Probst, J Manzeneder, F Prinz, LA de Souza Jr, ... Gut 69 (4), 615-616, 2020	164	2020

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