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 RosaResearch Software Engineer, Microsoft ResearchVerified email at microsoft.com
Kelton Augusto Pontara da CostaProfessor of Computer Science, UNESPVerified email at unesp.br
Danillo Roberto PereiraPós-doutorando - Ciência da Computação, UnespVerified email at ic.unicamp.br
Leandro PassosUniversity of WolverhamptonVerified email at wlv.ac.uk
João Manuel R. S. TavaresFaculdade de Engenharia da Universidade do PortoVerified email at fe.up.pt
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
Clayton Reginaldo PereiraPós-Doutorando Universidade Estadual Paulista Júlio de Mesquita Filho - Unesp/BauruVerified email at unesp.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
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
Luis Antonio de Souza JúniorUniversidade Federal de São CarlosVerified email at ufscar.br
Gustavo CarneiroProfessor of AI and Machine Learning, University of SurreyVerified email at surrey.ac.uk
Danilo ColomboPetrobrasVerified email at petrobras.com.br
Ricardo da Silva TorresFull Professor, Wageningen University & Research and Norwegian University of Science and TechnologyVerified email at ntnu.no
Jacinto C. NascimentoInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior TécnicoVerified email at isr.ist.utl.pt
Andrew P. BradleyUniversity of the Sunshine CoastVerified email at ieee.org

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	504	2009
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS … D Stoyanov, Z Taylor, G Carneiro, T Syeda-Mahmood, A Martel, ... Springer, 2018	490	2018
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	440	2012
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	359	2019
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	281	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	246	2014
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	227	2009
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	213	2013
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	206	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	192	2016
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	184	2018
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	179	2013
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	171	2020
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	151	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	148	2011
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	142	2015
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	138	2016
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	132	2018
Computer-aided diagnosis using deep learning in the evaluation of early oesophageal adenocarcinoma A Ebigbo, R Mendel, A Probst, J Manzeneder, LA de Souza Jr, JP Papa, ... Gut 68 (7), 1143-1145, 2019	129	2019
Exudate detection in fundus images using deeply-learnable features P Khojasteh, LAP Júnior, T Carvalho, E Rezende, B Aliahmad, JP Papa, ... Computers in biology and medicine 104, 62-69, 2019	125	2019

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