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João Paulo Papa

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Universidade Estadual Paulista (UNESP). Campus de Bauru. Faculdade de Ciências (FC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

graduate at Bacharelado em Sistemas de Informação from Universidade Estadual Paulista Júlio de Mesquita Filho (2002), master's at Computer Science from Universidade Federal de São Carlos (2004) and ph.d. at Computer Science from Universidade Estadual de Campinas (2008). Has experience in Computer Science, focusing on Computer Systems, acting on the following subjects: morfometria, morfologia, análise de imagens, restauração de imagens and microscopia. (Source: Lattes Curriculum)

Research grants
Scholarships in Brazil
Scholarships abroad
FAPESP support in numbers * Updated November 16, 2019
Total / Available in English
Most frequent collaborators in research granted by FAPESP
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Use this Research Supported by FAPESP (BV/FAPESP) channel only to send messages referring to FAPESP-funded scientific projects.


 

 

 

 

Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (62)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Publications62
Citations656
Cit./Article10.6
Data from Web of Science

SUZUKI, CELSO T. N.; GOMES, JANCARLO F.; FALCAO, ALEXANDRE X.; PAPA, JOAO P.; HOSHINO-SHIMIZU, SUMIE. Automatic Segmentation and Classification of Human Intestinal Parasites From Microscopy Images. IEEE Transactions on Biomedical Engineering, v. 60, n. 3, p. 803-812, . Web of Science Citations: 24. (09/16206-1)

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, . Web of Science Citations: 49. (09/16206-1)

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, . Web of Science Citations: 12. (14/16250-9, 15/50319-9, 13/07699-0)

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, . Web of Science Citations: 24. (14/16250-9, 13/20387-7)

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, . Web of Science Citations: 3. (14/16250-9, 11/14058-5, 12/18768-0, 07/52015-0, 13/20387-7)

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, . Web of Science Citations: 13. (14/16250-9, 13/20387-7)

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, . Web of Science Citations: 42. (14/16250-9)

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, . Web of Science Citations: 30. (11/14058-5, 13/20387-7, 09/16206-1, 11/14094-1, 10/02045-3)

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, . Web of Science Citations: 1. (14/16250-9, 12/06472-9, 13/20387-7)

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, . Web of Science Citations: 31. (08/58112-0, 12/18768-0, 11/14058-5, 09/18438-7, 09/16206-1)

RAMOS, CAIO C. O.; SOUZA, ANDRE N.; CHIACHIA, GIOVANI; FALCAO, ALEXANDRE X.; PAPA, JOAO P.. A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection. COMPUTERS & ELECTRICAL ENGINEERING, v. 37, n. 6, p. 886-894, . Web of Science Citations: 52. (10/00994-8)

PEREIRA, DANILLO R.; DELPIANO, JOSE; PAPA, JOAO P.. On the optical flow model selection through metaheuristics. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, . Web of Science Citations: 4. (14/16250-9, 13/20387-7)

PAPA, JOAO PAULO; SCHEIRER, WALTER; COX, DAVID DANIEL. Fine-tuning Deep Belief Networks using Harmony Search. APPLIED SOFT COMPUTING, v. 46, p. 875-885, . Web of Science Citations: 33. (14/16250-9, 13/20387-7)

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, . Web of Science Citations: 0. (14/16250-9, 13/20387-7, 14/12236-1)

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, . Web of Science Citations: 17. (14/16250-9, 12/06472-9, 13/20387-7)

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, . Web of Science Citations: 4. (14/16250-9, 15/50319-9)

LUZ, EDUARDO JOSE DA S.; NUNES, THIAGO M.; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO P.; MENOTTI, DAVID. ECG arrhythmia classification based on optimum-path forest. EXPERT SYSTEMS WITH APPLICATIONS, v. 40, n. 9, p. 3561-3573, . Web of Science Citations: 57. (09/16206-1)

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, . Web of Science Citations: 24. (09/16206-1)

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, . Web of Science Citations: 0. (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, . Web of Science Citations: 6. (14/12236-1, 13/07375-0, 16/19403-6)

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, . Web of Science Citations: 5. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

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, . Web of Science Citations: 16. (14/16250-9, 13/20387-7, 09/16206-1)

DE SOUZA, GUSTAVO BOTELHO; DA SILVA SANTOS, DANIEL FELIPE; PIRES, RAFAEL GONCALVES; MARANA, APARECIDO NILCEU; PAPA, JOAO PAULO. Deep Texture Features for Robust Face Spoofing Detection. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v. 64, n. 12, p. 1397-1401, . Web of Science Citations: 10. (14/12236-1, 17/05522-6)

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, . Web of Science Citations: 12. (14/16250-9, 15/25739-4, 13/07375-0, 16/19403-6, 14/12236-1, 10/15566-1)

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

GUIMARAES PEDRONETTE, DANIEL CARLOS; WENG, YING; BALDASSIN, ALEXANDRO; HOU, CHAOHUAN. Semi-supervised and active learning through Manifold Reciprocal kNN Graph for image retrieval. Neurocomputing, v. 340, p. 19-31, . Web of Science Citations: 0. (17/25908-6, 13/08645-0)

AFONSO, LUIS C. S.; ROSA, GUSTAVO H.; PEREIRA, CLAYTON R.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO P.. A recurrence plot-based approach for Parkinson's disease identification. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 94, p. 282-292, . Web of Science Citations: 3. (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, . Web of Science Citations: 3. (14/12236-1, 17/22905-6, 13/07375-0, 16/19403-6)

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, . Web of Science Citations: 0. (17/25908-6, 15/07934-4, 18/15597-6)

MINETTO, R.; SPINA, T. V.; FALCAO, A. X.; LEITE, N. J.; PAPA, J. P.; STOLFI, J.. IFTrace: Video segmentation of deformable objects using the Image Foresting Transform. COMPUTER VISION AND IMAGE UNDERSTANDING, v. 116, n. 2, p. 274-291, . Web of Science Citations: 4. (07/52015-0, 09/11908-8)

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, . Web of Science Citations: 12. (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, . Web of Science Citations: 30. (11/14058-5)

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+, . Web of Science Citations: 16. (14/16250-9, 13/20387-7, 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, . Web of Science Citations: 13. (12/14158-2, 13/20387-7, 09/16206-1, 15/00801-9, 14/16250-9)

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, . Web of Science Citations: 19. (14/16250-9)

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, . Web of Science Citations: 3. (14/16250-9, 14/12236-1)

PAPA, JOAO PAULO; ROSA, GUSTAVO HENRIQUE; PAPA, LUCIENE PATRICI. A binary-constrained Geometric Semantic Genetic Programming for feature selection purposes. PATTERN RECOGNITION LETTERS, v. 100, p. 59-66, . Web of Science Citations: 3. (14/16250-9, 15/25739-4, 13/07375-0, 16/19403-6, 14/12236-1, 10/15566-1)

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, . Web of Science Citations: 2. (14/12236-1, 14/16250-9, 13/07375-0, 15/50319-9, 16/19403-6)

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, . Web of Science Citations: 3. (14/16250-9, 13/20387-7, 09/16206-1, 11/14094-1)

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, . Web of Science Citations: 4. (14/12236-1, 14/16250-9, 15/25739-4)

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, . Web of Science Citations: 13. (14/16250-9, 12/06472-9, 09/16206-1, 13/20387-7)

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, . Web of Science Citations: 9. (09/16206-1)

PEREIRA, CLAYTON R.; NAKAMURA, RODRIGO Y. M.; COSTA, KELTON A. P.; PAPA, JOAO P.. An Optimum-Path Forest framework for intrusion detection in computer networks. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 25, n. 6, p. 1226-1234, . Web of Science Citations: 24. (10/02045-3)

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, . Web of Science Citations: 0. (16/09714-4, 17/17811-2, 17/25908-6)

FERNANDES, SILAS E. N.; PEREIRA, DANILLO R.; RAMOS, CAIO C. O.; SOUZA, ANDRE N.; GASTALDELLO, DANILO S.; PAPA, JOAO P.. A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection. IEEE TRANSACTIONS ON SMART GRID, v. 10, n. 3, p. 3226-3235, . Web of Science Citations: 1. (14/16250-9, 14/12236-1, 13/07375-0, 17/02286-0, 16/19403-6)

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, . Web of Science Citations: 1. (14/16250-9, 14/12236-1)

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, . Web of Science Citations: 0. (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, . Web of Science Citations: 0. (14/16250-9, 14/12236-1, 13/07375-0)

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, . Web of Science Citations: 1. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

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, . Web of Science Citations: 2. (13/07375-0, 16/19403-6, 14/12236-1, 13/08645-0, 17/02286-0, 17/22905-6)

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, . Web of Science Citations: 3. (14/12236-1, 13/07375-0, 16/19403-6)

GUIMARAES, RANIERE ROCHA; PASSOS JR, LEANDRO A.; HOLANDA FILHO, RAIMIR; DE ALBUQUERQUE, VICTOR HUGO C.; RODRIGUES, JOEL J. P. C.; KOMAROV, MIKHAIL M.; PAPA, JOAO PAULO. Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering. IEEE NETWORK, v. 33, n. 2, p. 126-131, . Web of Science Citations: 2. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

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, . Web of Science Citations: 0. (14/16250-9, 14/12236-1, 13/07375-0, 15/25739-4, 16/21243-7)

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, . Web of Science Citations: 4. (14/16250-9, 14/12236-1, 13/07375-0, 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, . Web of Science Citations: 0. (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)

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, . Web of Science Citations: 0. (14/12236-1, 13/07375-0, 15/25739-4, 16/19403-6)

DE SOUZA, GUSTAVO BOTELHO; DA SILVA SANTOS, DANIEL FELIPE; PIRES, RAFAEL GONCALVES; MARANA, APARECIDO NILCEU; PAPA, JOAO PAULO. DEEP FEATURES EXTRACTION FOR ROBUST FINGERPRINT SPOOFING ATTACK DETECTION. JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH, v. 9, n. 1, p. 41-49, . Web of Science Citations: 4. (14/12236-1, 17/05522-6)

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, . Web of Science Citations: 0. (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, . Web of Science Citations: 3. (14/12236-1, 13/20387-7, 14/16250-9)

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

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, . Web of Science Citations: 1. (16/06441-7, 17/25908-6, 13/08645-0, 17/02091-4)

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, . Web of Science Citations: 3. (14/12236-1, 13/07375-0, 16/50022-9, 16/19403-6)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

OSAKU, Daniel. Caracterização de impressões faciais termais utilizando a transformada imagem floresta. 2011. 56f. Dissertação (Mestrado) - Instituto de Biociências, Letras e Ciências Exatas. Universidade Estadual Paulista. São José do Rio Preto. (09/12437-9)

NAKAMURA, Rodrigo Yuji Mizobe. Explorando abordagens de aprendizado sequencial para floresta de caminhos ótimos. 2014. 55f. Dissertação (Mestrado) - . Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociencias, Letras e Ciencias Exatas. (11/14058-5)

ROSA, Gustavo Henrique de. Otimização Meta-Heurística para Regularização de Modelos de Aprendizado em Profundidade. 2018. 90f. Dissertação (Mestrado) - . Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociências, Letras e Ciências Exatas. (15/25739-4)

IWASHITA, Adriana Sayuri. Implementação do algoritmo de treinamento do classificador Floresta de Caminhos Ótimos em GPU. 2013. 42f. Dissertação (Mestrado) - . Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociencias, Letras e Ciencias Exatas. (10/12697-8)

PEREIRA, Luis Augusto Martins. Explorando abordagens de múltiplos rótulos por floresta de caminhos ótimos. 2013. 64f. Dissertação (Mestrado) - . Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociências, Letras e Ciências Exatas. (11/14094-1)

PEREIRA, Clayton Reginaldo. Detecção de intrusão em redes de computadores utilizando Floresta de Caminhos Ótimos. 2012. Dissertação (Mestrado) - Instituto de Biociências, Letras e Ciências Exatas. Universidade Estadual Paulista. São José do Rio Preto. (10/02045-3)

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