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João Paulo Papa

CV Lattes ResearcherID ORCID


Universidade Estadual Paulista (UNESP). Campus de Bauru. Faculdade de Ciências (FC)  (Instituição-sede da última proposta de pesquisa)
País de origem: Brasil

Possui graduação em Bacharelado em Sistemas de Informação pela Universidade Estadual Paulista Júlio de Mesquita Filho (2002), mestrado em Ciência da Computação pela Universidade Federal de São Carlos (2005), doutorado em Ciência da Computação pela Universidade Estadual de Campinas (2008) e pós-doutorado em Ciência da Computação pela Universidade Estadual de Campinas (2009) e Universidade de Harvard (2015). Atualmente, é Professor Associado no Departamento de Computação da Universidade Estadual Paulista Júlio de Mesquita Filho, Unesp-Bauru, Coordenador do Programa de Pós-Graduação em Ciência da Computação da Unesp, e pesquisador colaborador junto ao Departamento de Computação da Universidade Federal de São Carlos. Atualmente é editor associado dos periódicos IEEE Signal Processing Letters e Computers & Electrical Engineering, bem como é membro do corpo editorial das revistas Computer Methods in Biomechanics and Biomedical Engineering, Journal of Next Generation Information Technology e International Journal of Bio-Inspired Computation. É co-editor de um livro na área de otimização por meta-heurísticas, bem como possui colaborações com diversas instituições internacionais. Já foi professor convidado da Ostbayerische Technische Hochschule (Alemanha), bem como é Fellow da Fundação Alexander von Humboldt apoiado pela Capes, representante brasileiro na International Association for Pattern Recognition (ICPR) e membro IEEE sênior. Foi membro titular da Comissão Especial de Computação Gráfica e Processamento de Imagens (CEGRAPI) no período 2015-2018. Tem experiência na área de Ciência da Computação, com ênfase em Sistemas de Computação, atuando principalmente nos seguintes temas: processamento de imagens, aprendizado de máquina e reconhecimento de padrões. Participa, também, de projetos na área de Engenharia de Petróleo junto ao Centro de Geociências Aplicadas ao Petróleo (UNESPETRO), Unesp/Rio Claro. Atualmente é chair da IEEE Task Force on Business Intelligence and Knowledge Management. (Fonte: Currículo Lattes)

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Publicações resultantes de Auxílios e Bolsas sob responsabilidade do(a) pesquisador(a) (83)
(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)

OSAKU, DANIEL; PEREIRA, DANILLO R.; LEVADA, ALEXANDRE L. M.; PAPA, JOAO P.. Fine-Tuning Contextual-Based Optimum-Path Forest for Land-Cover Classification. IEEE Geoscience and Remote Sensing Letters, v. 13, n. 5, p. 735-739, . Citações Web of Science: 1. (13/20387-7, 14/16250-9, 12/06472-9)

PEREIRA, DANILLO R.; PAZOTI, MARIO A.; PEREIRA, LUIS A. M.; RODRIGUES, DOUGLAS; RAMOS, CAIO O.; SOUZA, ANDRE N.; PAPA, JOAO P.. Social-Spider Optimization-based Support Vector Machines applied for energy theft detection. COMPUTERS & ELECTRICAL ENGINEERING, v. 49, p. 25-38, . Citações Web of Science: 15. (13/20387-7, 14/16250-9, 12/06472-9)

PAPA, JOAO PAULO; SCHEIRER, WALTER; COX, DAVID DANIEL. Fine-tuning Deep Belief Networks using Harmony Search. APPLIED SOFT COMPUTING, v. 46, p. 875-885, . Citações Web of Science: 32. (13/20387-7, 14/16250-9)

PEREIRA, CLAYTON R.; PEREIRA, DANILO R.; SILVA, FRANCISCO A.; MASIEIRO, JOAO P.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; PAPA, JOAO P.. A new computer vision-based approach to aid the diagnosis of Parkinson's disease. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 136, p. 79+, . Citações Web of Science: 14. (13/20387-7, 09/16206-1, 14/16250-9)

PASSOS JUNIOR, LEANDRO APARECIDO; OBA RAMOS, CAIO CESAR; RODRIGUES, DOUGLAS; PEREIRA, DANILLO ROBERTO; DE SOUZA, ANDRE NUNES; PONTARA DA COSTA, KELTON AUGUSTO; PAPA, JOAO PAULO. Unsupervised non-technical losses identification through optimum-path forest. Electric Power Systems Research, v. 140, p. 413-423, . Citações Web of Science: 10. (13/20387-7, 12/14158-2, 14/16250-9, 15/00801-9, 09/16206-1)

PEREIRA, DANILLO R.; DELPIANO, JOSE; PAPA, JOAO P.. On the optical flow model selection through metaheuristics. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, . Citações Web of Science: 3. (13/20387-7, 14/16250-9)

TURESSON, HJALMAR K.; RIBEIRO, SIDARTA; PEREIRA, DANILLO R.; PAPA, JOAO P.; DE ALBUQUERQUE, VICTOR HUGO C.. Machine Learning Algorithms for Automatic Classification of Marmoset Vocalizations. PLoS One, v. 11, n. 9, . Citações Web of Science: 11. (14/16250-9, 13/07699-0, 15/50319-9)

PEREIRA, DANILLO ROBERTO; PAPA, JOAO PAULO. A new approach to contextual learning using interval arithmetic and its applications for land-use classification. PATTERN RECOGNITION LETTERS, v. 83, n. 2, p. 188-194, . Citações Web of Science: 3. (14/16250-9, 15/50319-9)

DE ALBUQUERQUE, VICTOR HUGO C.; NUNES, THIAGO M.; PEREIRA, DANILLO R.; LUZ, EDUARDO JOSE DA S.; MENOTTI, DAVID; PAPA, JOAO P.; TAVARES, JOAO MANUEL R. S.. Robust automated cardiac arrhythmia detection in ECG beat signals. NEURAL COMPUTING & APPLICATIONS, v. 29, n. 3, p. 679-693, . Citações Web of Science: 20. (14/16250-9)

OSAKU, D.; NAKAMURA, R. Y. M.; PEREIRA, L. A. M.; PISANI, R. J.; LEVADA, A. L. M.; CAPPABIANCO, F. A. M.; FALCO, A. X.; PAPA, JOAO P.. Improving land cover classification through contextual-based optimum-path forest. INFORMATION SCIENCES, v. 324, p. 60-87, . Citações Web of Science: 12. (13/20387-7, 09/16206-1, 14/16250-9, 12/06472-9)

PASSOS, LEANDRO A.; DE SOUZA, JR., LUIS A.; MENDEL, ROBERT; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; PALM, CHRISTOPH; PAPA, JOAO PAULO. Barrett's esophagus analysis using infinity Restricted Boltzmann Machines. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 59, p. 475-485, . (14/16250-9, 14/12236-1, 13/07375-0, 15/25739-4, 16/21243-7)

DE ALBUQUERQUE, VICTOR HUGO C.; NUNES, THIAGO M.; PEREIRA, DANILLO R.; LUZ, EDUARDO JOSE DA S.; MENOTTI, DAVID; PAPA, JOAO P.; TAVARES, JOAO MANUEL R. S.. Robust automated cardiac arrhythmia detection in ECG beat signals. NEURAL COMPUTING & APPLICATIONS, v. 29, n. 3, p. 679-693, . (14/16250-9)

PEREIRA, CLAYTON R.; PEREIRA, DANILO R.; SILVA, FRANCISCO A.; MASIEIRO, JOAO P.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; PAPA, JOAO P.. A new computer vision-based approach to aid the diagnosis of Parkinson's disease. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 136, p. 79+, . (13/20387-7, 14/16250-9, 09/16206-1)

PASSOS JUNIOR, LEANDRO APARECIDO; OBA RAMOS, CAIO CESAR; RODRIGUES, DOUGLAS; PEREIRA, DANILLO ROBERTO; DE SOUZA, ANDRE NUNES; PONTARA DA COSTA, KELTON AUGUSTO; PAPA, JOAO PAULO. Unsupervised non-technical losses identification through optimum-path forest. Electric Power Systems Research, v. 140, p. 413-423, . (12/14158-2, 09/16206-1, 13/20387-7, 15/00801-9, 14/16250-9)

PEREIRA, DANILLO R.; PAZOTI, MARIO A.; PEREIRA, LUIS A. M.; RODRIGUES, DOUGLAS; RAMOS, CAIO O.; SOUZA, ANDRE N.; PAPA, JOAO P.. Social-Spider Optimization-based Support Vector Machines applied for energy theft detection. COMPUTERS & ELECTRICAL ENGINEERING, v. 49, p. 25-38, . (13/20387-7, 12/06472-9, 14/16250-9)

PEREIRA, DANILLO R.; DELPIANO, JOSE; PAPA, JOAO P.. On the optical flow model selection through metaheuristics. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, . (13/20387-7, 14/16250-9)

PAPA, JOAO PAULO; SCHEIRER, WALTER; COX, DAVID DANIEL. Fine-tuning Deep Belief Networks using Harmony Search. APPLIED SOFT COMPUTING, v. 46, p. 875-885, . (13/20387-7, 14/16250-9)

PIRES, RAFAEL G.; PEREIRA, DANILLO R.; PEREIRA, LUIS A. M.; MANSANO, ALEX F.; PAPA, JOO P.. Projections onto convex sets parameter estimation through harmony search and its application for image restoration. NATURAL COMPUTING, v. 15, n. 3, SI, p. 493-502, . (09/16206-1, 14/16250-9, 13/20387-7, 11/14094-1)

COSTA, KELTON A. P.; PEREIRA, LUIS A. M.; NAKAMURA, RODRIGO Y. M.; PEREIRA, CLAYTON R.; PAPA, JOAO P.; FALCAO, ALEXANDRE XAVIER. A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks. INFORMATION SCIENCES, v. 294, p. 95-108, . (09/16206-1, 13/20387-7, 11/14058-5, 10/02045-3, 11/14094-1)

PAPA, JOAO P.; ROSA, GUSTAVO H.; MARANA, APARECIDO N.; SCHEIRER, WALTER; COX, DAVID D.. Model selection for Discriminative Restricted Boltzmann Machines through meta-heuristic techniques. JOURNAL OF COMPUTATIONAL SCIENCE, v. 9, n. SI, p. 14-18, . (13/20387-7, 14/16250-9)

PISANI, RODRIGO JOSE; MIZOBE NAKAMURA, RODRIGO YUJI; RIEDEL, PAULINA SETTI; LOPES ZIMBACK, CELIA REGINA; FALCAO, ALEXANDRE XAVIER; PAPA, JOAO PAULO. Toward Satellite-Based Land Cover Classification Through Optimum-Path Forest. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 52, n. 10, p. 6075-6085, . (09/16206-1, 10/11676-7)

TURESSON, HJALMAR K.; RIBEIRO, SIDARTA; PEREIRA, DANILLO R.; PAPA, JOAO P.; DE ALBUQUERQUE, VICTOR HUGO C.. Machine Learning Algorithms for Automatic Classification of Marmoset Vocalizations. PLoS One, v. 11, n. 9, . (15/50319-9, 14/16250-9, 13/07699-0)

PEREIRA, DANILLO ROBERTO; PAPA, JOAO PAULO. A new approach to contextual learning using interval arithmetic and its applications for land-use classification. PATTERN RECOGNITION LETTERS, v. 83, n. 2, p. 188-194, . (15/50319-9, 14/16250-9)

PEREIRA, DANILLO R.; PISANI, RODRIGO J.; DE SOUZA, ANDRE N.; PAPA, JOAO P.. An Ensemble-Based Stacked Sequential Learning Algorithm for Remote Sensing Imagery Classification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 10, n. 4, p. 1525-1541, . (14/16250-9, 13/20387-7, 14/12236-1)

PAPA, JOAO PAULO; NACHIF FERNANDES, SILAS EVANDRO; FALCAO, ALEXANDRE XAVIER. Optimum-Path Forest based on k-connectivity: Theory and applications. PATTERN RECOGNITION LETTERS, v. 87, n. SI, p. 117-126, . (13/20387-7, 14/16250-9, 09/16206-1)

AMORIM, WILLIAN P.; FALCAO, ALEXANDRE X.; PAPA, JOAO P.; CARVALHO, MARCELO H.. Improving semi-supervised learning through optimum connectivity. PATTERN RECOGNITION, v. 60, p. 72-85, . (13/20387-7, 14/16250-9)

RODRIGUES, DOUGLAS; SILVA, GABRIEL F. A.; PAPA, JOAO P.; MARANA, APARECIDO N.; YANG, XIN-SHE. EEG-based person identification through Binary Flower Pollination Algorithm. EXPERT SYSTEMS WITH APPLICATIONS, v. 62, p. 81-90, . (14/16250-9)

PASSOS, JR., LEANDRO APARECIDO; PAPA, JOAO PAULO. Temperature-Based Deep Boltzmann Machines. NEURAL PROCESSING LETTERS, v. 48, n. 1, p. 95-107, . (14/12236-1, 16/19403-6, 14/16250-9)

PAPA, JOAO P.; ROSA, GUSTAVO H.; DE SOUZA, ANDRE N.; AFONSO, LUIS C. S.. Feature selection through binary brain storm optimization. COMPUTERS & ELECTRICAL ENGINEERING, v. 72, p. 468-481, . (17/22905-6, 16/19403-6, 17/02286-0, 13/07375-0, 13/08645-0, 14/12236-1)

ALYASSERI, ZAID ABDI ALKAREEM; KHADER, AHAMAD TAJUDIN; AL-BETAR, MOHAMMED AZMI; PAPA, JOAO P.; ALOMARI, OSAMA AHMAD. EEG Feature Extraction for Person Identification Using Wavelet Decomposition and Multi-Objective Flower Pollination Algorithm. IEEE ACCESS, v. 6, p. 76007-76024, . (14/12236-1, 13/07375-0, 16/19403-6)

DE SOUZA JR, LUIS A.; PASSOS, LEANDRO A.; MENDEL, ROBERT; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; PALM, CHRISTOPH; PAPA, JOAO P.. Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. COMPUTERS IN BIOLOGY AND MEDICINE, v. 126, . (19/08605-5, 19/07665-4, 13/07375-0, 17/04847-9, 14/12236-1)

CAMPOS, VICTOR DE ABREU; GUIMARAES PEDRONETTE, DANIEL CARLOS. A framework for speaker retrieval and identification through unsupervised learning. COMPUTER SPEECH AND LANGUAGE, v. 58, p. 153-174, . (17/25908-6, 15/07934-4, 18/15597-6)

SCARPARO, DANIELE CRISTINA; PINHEIRO SALVADEO, DENIS HENRIQUE; GUIMARAES PEDRONETTE, DANIEL CARLOS; BARUFALDI, BRUNO; ARNOLD MAIDMENT, ANDREW DOUGLAS. Evaluation of denoising digital breast tomosynthesis data in both projection and image domains and a study of noise model on digital breast tomosynthesis image domain. JOURNAL OF MEDICAL IMAGING, v. 6, n. 3, . (16/09714-4, 17/17811-2, 17/25908-6)

DE SOUZA, RENATO W. R.; SILVA, DANIEL S.; PASSOS, LEANDRO A.; RODER, MATEUS; SANTANA, MARCOS C.; PINHEIRO, PLACIDO R.; DE ALBUQUERQUE, VICTOR HUGO C.. Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines. COMPUTERS IN BIOLOGY AND MEDICINE, v. 131, . (20/12101-0)

SANTANA, MARCOS C. S.; PASSOS, JR., LEANDRO APARECIDO; MOREIRA, THIERRY P.; COLOMBO, DANILO; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO PAULO. A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments. IEEE INTELLIGENT SYSTEMS, v. 35, n. 1, p. 44-53, . (14/12236-1, 13/07375-0, 17/25908-6, 16/19403-6)

COLOMBO, DANILO; ALVES LIMA, GILSON BRITO; PEREIRA, DANILLO ROBERTO; PAPA, JOAO P.. Regression-based finite element machines for reliability modeling of downhole safety valves. RELIABILITY ENGINEERING & SYSTEM SAFETY, v. 198, . (14/12236-1, 13/07375-0, 16/19403-6)

AMORIM, WILLIAN PARAGUASSU; ROSA, GUSTAVO HENRIQUE; THOMAZELLA, ROGERIO; COGO CASTANHO, JOSE EDUARDO; LOFRANO DOTTO, FABIO ROMANO; RODRIGUES JUNIOR, OSWALDO PONS; MARANA, APARECIDO NILCEU; PAPA, JOAO PAULO. Semi-supervised learning with connectivity-driven convolutional neural networks. PATTERN RECOGNITION LETTERS, v. 128, p. 16-22, . (14/12236-1, 13/07375-0, 15/25739-4, 16/19403-6)

RODRIGUES, DOUGLAS; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO PAULO. A multi-objective artificial butterfly optimization approach for feature selection. APPLIED SOFT COMPUTING, v. 94, . (14/12236-1, 14/16250-9, 17/02286-0, 16/19403-6)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; ALMEIDA, JURANDY; TONES, RICARDO DA S.. Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking. IEEE Transactions on Image Processing, v. 28, n. 12, p. 5824-5838, . (14/50715-9, 16/50250-1, 17/25908-6, 17/20945-0, 14/12236-1, 16/06441-7, 18/15597-6, 13/50155-0, 17/02091-4, 15/24494-8)

DE SOUZA, RENATO WILLIAM R.; DE OLIVEIRA, JOAO VITOR CHAVES; PASSOS, JR., LEANDRO A.; DING, WEIPING; PAPA, JOAO P.; DE ALBUQUERQUE, VICTOR HUGO C.. A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic. IEEE TRANSACTIONS ON FUZZY SYSTEMS, v. 28, n. 12, p. 3076-3086, . (16/19403-6, 14/12236-1, 13/07375-0, 18/21934-5, 17/25908-6)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; TORRES, RICARDO DA S.. A BFS-Tree of ranking references for unsupervised manifold learning. PATTERN RECOGNITION, v. 111, . (16/50250-1, 15/24494-8, 13/50155-0, 18/15597-6, 13/50169-1, 17/20945-0, 14/12236-1, 17/25908-6, 14/50715-9)

PASSOS, LEANDRO APARECIDO; PAPA, JOAO PAULO. A metaheuristic-driven approach to fine-tune Deep Boltzmann Machines. APPLIED SOFT COMPUTING, v. 97, n. B, . (14/12236-1, 13/07375-0, 16/19403-6)

DE ROSA, GUSTAVO H.; BREGA, JOSE R. F.; PAPA, JOAO P.. How optimizing perplexity can affect the dimensionality reduction on word embeddings visualization?. SN APPLIED SCIENCES, v. 1, n. 12, . (19/02205-5)

RIBEIRO, LUIZ C. F.; AFONSO, LUIS C. S.; COLOMBO, DANILO; GUILHERME, IVAN R.; PAPA, JOAO P.. Evolving Neural Conditional Random Fields for drilling report classification. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, v. 187, . (14/12236-1, 13/07375-0, 16/19403-6)

PEREIRA, LUIS A. M.; NAKAMURA, RODRIGO Y. M.; DE SOUZA, GUILHERME F. S.; MARTINS, DAGOBERTO; PAPA, JOAO P.. Aquatic weed automatic classification using machine learning techniques. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 87, p. 56-63, . (10/11676-7, 11/14058-5, 11/14094-1, 10/12222-0)

PAPA, JOAO P.; NAKAMURA, RODRIGO Y. M.; DE ALBUQUERQUE, VICTOR HUGO C.; FALCAO, ALEXANDRE X.; TAVARES, JOAO MANUEL R. S.. Computer techniques towards the automatic characterization of graphite particles in metallographic images of industrial materials. EXPERT SYSTEMS WITH APPLICATIONS, v. 40, n. 2, p. 590-597, . (11/14058-5)

NUNES, THIAGO M.; COELHO, ANDRE L. V.; LIMA, CLODOALDO A. M.; PAPA, JOAO P.; DE ALBUQUERQUE, VICTOR HUGO C.. EEG signal classification for epilepsy diagnosis via optimum path forest - A systematic assessment. Neurocomputing, v. 136, p. 103-123, . (09/16206-1)

SAITO, PRISCILA T. M.; NAKAMURA, RODRIGO Y. M.; AMORIM, WILLIAN P.; PAPA, JOAO P.; DE REZENDE, PEDRO J.; FALCAO, ALEXANDRE X.. Choosing the Most Effective Pattern Classification Model under Learning-Time Constraint. PLoS One, v. 10, n. 6, . (13/20387-7, 14/16250-9, 11/14058-5, 12/18768-0, 07/52015-0)

NAKAMURA, RODRIGO Y. M.; GARCIA FONSECA, LEILA MARIA; DOS SANTOS, JEFERSSON ALEX; TORRES, RICARDO DA S.; YANG, XIN-SHE; PAPA, JOAO PAPA. Nature-Inspired Framework for Hyperspectral Band Selection. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 52, n. 4, p. 2126-2137, . (09/16206-1, 08/58112-0, 08/58528-2, 09/18438-7, 11/14058-5, 12/18768-0)

NUNES, THIAGO M.; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO P.; SILVA, CLEITON C.; NORMANDO, PAULO G.; MOURA, ELINEUDO P.; TAVARES, JOAO MANUEL R. S.. Automatic microstructural characterization and classification using artificial intelligence techniques on ultrasound signals. EXPERT SYSTEMS WITH APPLICATIONS, v. 40, n. 8, p. 3096-3105, . (09/16206-1)

DE ROSA, GUSTAVO H.; PAPA, JOAO P.; YANG, XIN-S. Handling dropout probability estimation in convolution neural networks using meta-heuristics. SOFT COMPUTING, v. 22, n. 18, SI, p. 6147-6156, . (14/12236-1, 14/16250-9, 15/25739-4)

AMORIM, WILLIAN P.; FALCAO, ALEXANDRE X.; PAPA, JOAO P.. Multi-label semi-supervised classification through optimum-path forest. INFORMATION SCIENCES, v. 465, p. 86-104, . (13/20387-7, 14/12236-1, 14/16250-9)

VALEM, LUCAS PASCOTTI; DE OLIVEIRA, CARLOS RENAN; GUIMARAES PEDRONETTE, DANIEL CARLOS; ALMEIDA, JURANDY. Unsupervised Similarity Learning through Rank Correlation and kNN Sets. ACM Transactions on Multimedia Computing Communications and Applications, v. 14, n. 4, . (17/25908-6, 17/02091-4, 16/06441-7, 13/08645-0)

KHOJASTEH, PARHAM; PASSOS JUNIOR, LEANDRO APARECIDO; CARVALHO, TIAGO; REZENDE, EDMAR; ALIAHMAD, BEHZAD; PAPA, JOAO PAULO; KUMAR, DINESH KANT. Exudate detection in fundus images using deeply-learnable features. COMPUTERS IN BIOLOGY AND MEDICINE, v. 104, p. 62-69, . (14/12236-1, 16/19403-6, 13/07375-0, 16/50022-9)

SOUZA, LUIZ; OLIVEIRA, LUCIANO; PAMPLONA, MAURICIO; PAPA, JOAO. How far did we get in face spoofing detection?. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 72, p. 368-381, . (14/12236-1, 13/07375-0, 16/19403-6)

DE SOUZA JR, LUIS A.; PALM, CHRISTOPH; MENDEL, ROBERT; HOOK, CHRISTIAN; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; WEBER, SILKE; PAPA, JOAO P.. A survey on Barrett's esophagus analysis using machine learning. COMPUTERS IN BIOLOGY AND MEDICINE, v. 96, p. 203-213, . (14/12236-1, 13/07375-0, 16/19403-6)

DA COSTA, KELTON A. P.; PAPA, JOAO P.; LISBOA, CELSO O.; MUNOZ, ROBERTO; DE ALBUQUERQUE, VICTOR HUGO C.. Internet of Things: A survey on machine learning-based intrusion detection approaches. Computer Networks, v. 151, p. 147-157, . (14/12236-1, 17/22905-6, 16/19403-6, 13/07375-0)

PAPA, JOAO PAULO; ROSA, GUSTAVO H.; PEREIRA, DANILLO R.; YANG, XIN-SHE. Quaternion-based Deep Belief Networks fine-tuning. APPLIED SOFT COMPUTING, v. 60, p. 328-335, . (14/12236-1, 14/16250-9, 15/25739-4)

NACHIF FERNANDES, SILAS EVANDRO; DE SOUZA, ANDRE NUNES; GASTALDELLO, DANILO SINKITI; PEREIRA, DANILLO ROBERTO; PAPA, JOAO PAULO. Pruning optimum-path forest ensembles using metaheuristic optimization for land-cover classification. International Journal of Remote Sensing, v. 38, n. 20, p. 5736-5762, . (14/12236-1, 14/16250-9)

PEREIRA, CLAYTON R.; PEREIRA, DANILO R.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO P.. A survey on computer-assisted Parkinson's Disease diagnosis. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 95, p. 48-63, . (14/12236-1, 13/07375-0, 14/16250-9, 16/19403-6)

RODRIGUES, DOUGLAS; PAPA, JOAO P.; ADELI, HOJJAT. Meta-heuristic multi- and many-objective optimization techniques for solution of machine learning problems. EXPERT SYSTEMS, v. 34, n. 6, . (15/50319-9, 16/19403-6, 14/16250-9, 13/07375-0, 14/12236-1)

PEREIRA, CLAYTON R.; PEREIRA, DANILO R.; ROSA, GUSTAVO H.; ALBUQUERQUE, VICTOR H. C.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; PAPA, JOAO P.. Handwritten dynamics dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 87, p. 67-77, . (15/25739-4, 16/19403-6, 14/16250-9, 10/15566-1, 13/07375-0, 14/12236-1)

IWASHITA, ADRIANA SAYURI; PAPA, JOAO PAULO. An Overview on Concepts Drift Learning. IEEE ACCESS, v. 7, p. 1532-1547, . (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

DE ROSA, GUSTAVO H.; PAPA, JOAO P.; YANG, XIN-SHE. A nature-inspired feature selection approach based on hypercomplex information. APPLIED SOFT COMPUTING, v. 94, . (13/07375-0, 16/19403-6, 14/12236-1, 17/25908-6, 17/02286-0, 19/02205-5)

DE ROSA, GUSTAVO H.; PAPA, JOAO P.. A survey on text generation using generative adversarial networks. PATTERN RECOGNITION, v. 119, . (19/02205-5, 20/12101-0, 14/12236-1, 19/07665-4, 13/07375-0)

CULQUICONDOR, ALDO; BALDASSIN, ALEXANDRO; CASTELO-FERNANDEZ, CESAR; DE CARVALHO, JOAO P. L.; PAPA, JOAO PAULO. An efficient parallel implementation for training supervised optimum-path forest classifiers. Neurocomputing, v. 393, p. 259-268, . (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6, 17/03940-5)

PEREIRA, DANILLO ROBERTO; PAPA, JOAO PAULO; ROSALIN SARAIVA, GUSTAVO FRANCISCO; SOUZA, GUSTAVO MAIA. Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 145, p. 35-42, . (14/12236-1, 13/07375-0, 16/19403-6, 14/16250-9)

AMORIM, WILLIAN PARAGUASSU; TETILA, EVERTON CASTELAO; PISTORI, HEMERSON; PAPA, JOAO PAULO. Semi-supervised learning with convolutional neural networks for UAV images automatic recognition. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 164, . (14/12236-1, 13/07375-0, 15/25739-4, 16/19403-6)

VALEM, LUCAS PASCOTTI; GUIMARAES PEDRONETTE, DANIEL CARLOS. Graph -based selective rank fusion for unsupervised image retrieval. PATTERN RECOGNITION LETTERS, v. 135, p. 82-89, . (17/25908-6, 13/08645-0, 17/02091-4, 18/15597-6)

REBOUCAS FILHO, PEDRO P.; DA SILVA BARROS, ANTONIO C.; RAMALHO, GERALDO L. B.; PEREIRA, CLAYTON R.; PAPA, JOAO PAULO; DE ALBUQUERQUE, VICTOR HUGO C.; TAVARES, JOAO MANUEL R. S.. Automated recognition of lung diseases in CT images based on the optimum-path forest classifier. NEURAL COMPUTING & APPLICATIONS, v. 31, n. 2, p. 901-914, . (14/12236-1, 14/16250-9)

PEREIRA, LUIS A. M.; PAPA, JOAO P.; COELHO, ANDRE L. V.; LIMA, CLODOALDO A. M.; PEREIRA, DANILLO R.; DE ALBUQUERQUE, VICTOR HUGO C.. Automatic identification of epileptic EEG signals through binary magnetic optimization algorithms. NEURAL COMPUTING & APPLICATIONS, v. 31, n. 2, p. 1317-1329, . (14/16250-9, 09/16206-1, 11/14094-1)

IWASHITA, ADRIANA SAYURI; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO PAULO. Learning concept drift with ensembles of optimum-path forest-based classifiers. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 95, p. 198-211, . (13/07375-0, 14/16250-9, 14/12236-1)

NACHIF FERNANDES, SILAS EVANDRO; PAPA, JOAO PAULO. Improving optimum-path forest learning using bag-of-classifiers and confidence measures. PATTERN ANALYSIS AND APPLICATIONS, v. 22, n. 2, p. 703-716, . (14/12236-1, 13/07375-0, 16/19403-6, 14/16250-9)

VALEM, LUCAS PASCOTTI; GUIMARAES PEDRONETTE, DANIEL CARLOS. Unsupervised selective rank fusion for image retrieval tasks. Neurocomputing, v. 377, p. 182-199, . (17/25908-6, 17/02091-4, 18/15597-6)

GUIMARAES PEDRONETTE, DANIEL CARLOS; LATECKI, LONGIN JAN. Rank-based self-training for graph convolutional networks. INFORMATION PROCESSING & MANAGEMENT, v. 58, n. 2, . (17/25908-6, 18/15597-6)

DA COSTA, KELTON A. P.; PAPA, JOAO P.; PASSOS, LEANDRO A.; COLOMBO, DANILO; DEL SER, JAVIER; MUHAMMAD, KHAN; DE ALBUQUERQUE, VICTOR HUGO C.. A critical literature survey and prospects on tampering and anomaly detection in image data. APPLIED SOFT COMPUTING, v. 97, n. B, . (16/19403-6, 14/12236-1, 13/07375-0, 17/22905-6)

RODER, MATEUS; PASSOS, LEANDRO APARECIDO; DE ROSA, GUSTAVO H.; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO PAULO. Reinforcing learning in Deep Belief Networks through nature-inspired optimization. APPLIED SOFT COMPUTING, v. 108, . (19/07825-1, 18/21934-5, 17/25908-6, 19/07665-4, 19/02205-5, 13/07375-0, 14/12236-1)

DE SOUZA JR, LUIS A.; MENDEL, ROBERT; STRASSER, SOPHIA; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; PAPA, JOAO P.; PALM, CHRISTOPH. Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box. COMPUTERS IN BIOLOGY AND MEDICINE, v. 135, . (17/04847-9, 16/19403-6, 14/12236-1, 13/07375-0, 19/08605-5)

SUGI AFONSO, LUIS CLAUDIO; RODRIGUES, DOUGLAS; PAPA, JOAO PAULO. Nature-inspired optimum-path forest. EVOLUTIONARY INTELLIGENCE, . (17/25908-6, 18/21934-5, 14/12236-1, 13/07375-0, 19/07665-4)

DE ROSA, GUSTAVO H.; RODER, MATEUS; PAPA, JOAO P.. Neighbour-based bag-of-samplings for person identification through handwritten dynamics and convolutional neural networks. EXPERT SYSTEMS, . (19/07665-4, 14/12236-1, 20/12101-0, 19/02205-5, 13/07375-0)

JODAS, DANILO SAMUEL; YOJO, TAKASHI; BRAZOLIN, SERGIO; VELASCO, GIULIANA DEL NERO; PAPA, JOAO PAULO. Detection of Trees on Street-View Images Using a Convolutional Neural Network. International Journal of Neural Systems, v. 32, n. 01, . (14/12236-1, 19/07665-4, 13/07375-0, 17/50343-2, 19/18287-0)

GUIMARAES PEDRONETTE, DANIEL CARLOS; PASCOTTI VALEM, LUCAS; LATECKI, LONGIN JAN. Efficient Rank-Based Diffusion Process with Assured Convergence. JOURNAL OF IMAGING, v. 7, n. 3, . (20/11366-0, 18/15597-6, 17/25908-6)

ROZIN, BIONDA; PEREIRA-FERRERO, VANESSA HELENA; LOPES, LEONARDO TADEU; PEDRONETTE, DANIEL CARLOS GUIMARAES. A rank-based framework through manifold learning for improved clustering tasks. INFORMATION SCIENCES, v. 580, p. 202-220, . (17/25908-6, 20/02183-9, 20/08854-2, 18/15597-6)

Publicações acadêmicas

(Referências obtidas automaticamente das Instituições de Ensino e Pesquisa do Estado de São Paulo)

OSAKU, Daniel. Caracterização de impressões faciais termais utilizando a transformada imagem floresta.  56 f. Dissertação (Mestrado) -  Instituto de Biociências, Letras e Ciências Exatas.  Universidade Estadual Paulista.  São José do Rio Preto.  (09/12437-9

PEREIRA, Clayton Reginaldo. Detecção de intrusão em redes de computadores utilizando Floresta de Caminhos Ótimos. Dissertação (Mestrado) -  Instituto de Biociências, Letras e Ciências Exatas.  Universidade Estadual Paulista.  São José do Rio Preto.  (10/02045-3

ROSA, Gustavo Henrique de. Otimização Meta-Heurística para Regularização de Modelos de Aprendizado em Profundidade.  90 f. Dissertação (Mestrado) -  Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociências, Letras e Ciências Exatas.  (15/25739-4

NAKAMURA, Rodrigo Yuji Mizobe. Explorando abordagens de aprendizado sequencial para floresta de caminhos ótimos.  55 f. Dissertação (Mestrado) -  Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociencias, Letras e Ciencias Exatas.  (11/14058-5

PEREIRA, Luis Augusto Martins. Explorando abordagens de múltiplos rótulos por floresta de caminhos ótimos.  64 f. Dissertação (Mestrado) -  Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociências, Letras e Ciências Exatas.  (11/14094-1

IWASHITA, Adriana Sayuri. Implementação do algoritmo de treinamento do classificador Floresta de Caminhos Ótimos em GPU.  42 f. Dissertação (Mestrado) -  Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociencias, Letras e Ciencias Exatas.  (10/12697-8

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