Leandro Passos

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Citations	1283	1144
h-index	20	18
i10-index	33	31

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João Paulo PapaFull Professor, SMIEEE, FIAPR, FAAIA, FAvH, São Paulo State UniversityVerified email at unesp.br
Kelton Augusto Pontara da CostaProfessor of Computer Science, UNESP || Senior Member IEEEVerified email at unesp.br
Mateus RoderPhD in Computer Science, São Paulo State University (UNESP)Verified email at unesp.br
Danilo Samuel JodasUniversidade Estadual Paulista "Júlio de Mesquita Filho"Verified email at ipt.br
Gustavo Henrique de RosaSenior Research Software Engineer, Microsoft ResearchVerified email at microsoft.com
Clayton Reginaldo PereiraProfessor Assistente Universidade Estadual Paulista Júlio de Mesquita Filho - Unesp/BauruVerified email at unesp.br
Luis Antonio de Souza JúniorUniversidade Federal do Espírito SantoVerified email at inf.ufes.br
Victor Hugo C. de AlbuquerqueLead of the Biomedical Data Analytics Research Group, Federal University of CearáVerified email at ufc.br
Dinesh K KumarProfessor of Biomedical, RMIT University, MelbourneVerified email at rmit.edu.au
Thierry MoreiraUniversidade Estadual de CampinasVerified email at liv.ic.unicamp.br
Prof Amir HussainSchool of Computing, Edinburgh Napier University, Scotland, UKVerified email at napier.ac.uk
Christoph PalmProfessor (Full), Ostbayerische Technische Hochschule Regensburg, ReMICVerified email at oth-regensburg.de
Alanna EbigboUniversitätsklinikum AugsburgVerified email at uk-augsburg.de
Javier (Javi) Del SerResearch Professor, TECNALIA, Distinguished Professor, Universidad del País Vasco (UPV/EHU)Verified email at tecnalia.com
Danilo ColomboPetrobrasVerified email at petrobras.com.br
Robert MendelPhD Student, Ostbayerische Technische HochschuleVerified email at oth-regensburg.de
Claudio SantosUniversidade Federal de São CarlosVerified email at ufscar.br
Danillo Roberto PereiraPós-doutorando - Ciência da Computação, UnespVerified email at ic.unicamp.br
Tiago Carvalho, Ph.D.Federal Institute of São PauloVerified email at ifsp.edu.br
Edmar RezendeUniversity of CampinasVerified email at las.ic.unicamp.br

Leandro Passos

Other namesLeandro Aparecido Passos Júnior, Leandro A. Passos, Leandro Passos Junior

UNESP

Verified email at unesp.br

Machine Learning Metaheuristic optimization


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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	160	2019
Unsupervised non-technical losses identification through optimum-path forest LAP Júnior, CCO Ramos, D Rodrigues, DR Pereira, AN de Souza, ... Electric Power Systems Research 140, 413-423, 2016	135	2016
Gait recognition based on deep learning: a survey C Filipi Gonçalves dos Santos, DDS Oliveira, L A. Passos, ... ACM Computing Surveys (CSUR) 55 (2), 1-34, 2022	74	2022
A review of deep learning‐based approaches for deepfake content detection LA Passos, D Jodas, KAP Costa, LA Souza Júnior, D Rodrigues, ... Expert Systems, e13570, 2024	73	2024
Learning parameters in deep belief networks through firefly algorithm G Rosa, J Papa, K Costa, L Passos, C Pereira, XS Yang Artificial Neural Networks in Pattern Recognition: 7th IAPR TC3 Workshop …, 2016	60	2016
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks LA de Souza Jr, LA Passos, R Mendel, A Ebigbo, A Probst, H Messmann, ... Computers in Biology and Medicine 126, 104029, 2020	50	2020
Computer-assisted Parkinson's disease diagnosis using fuzzy optimum-path forest and Restricted Boltzmann Machines RWR de Souza, DS Silva, LA Passos, M Roder, MC Santana, PR Pinheiro, ... Computers in Biology and Medicine 131, 104260, 2021	47	2021
Parkinson disease identification using residual networks and optimum-path forest LA Passos, CR Pereira, ERS Rezende, TJ Carvalho, SAT Weber, C Hook, ... 2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018	46	2018
Intelligent network security monitoring based on optimum-path forest clustering RR Guimaraes, LA Passos, R Holanda Filho, VHC De Albuquerque, ... Ieee Network 33 (2), 126-131, 2018	41	2018
Multimodal audio-visual information fusion using canonical-correlated graph neural network for energy-efficient speech enhancement LA Passos, JP Papa, J Del Ser, A Hussain, A Adeel Information Fusion 90, 1-11, 2023	36	2023
A critical literature survey and prospects on tampering and anomaly detection in image data KAP da Costa, JP Papa, LA Passos, D Colombo, J Del Ser, K Muhammad, ... Applied Soft Computing 97, 106727, 2020	35	2020
A metaheuristic-driven approach to fine-tune deep Boltzmann machines LA Passos, JP Papa Applied Soft Computing 97, 105717, 2020	29	2020
A novel approach for optimum-path forest classification using fuzzy logic RWR de Souza, JVC De Oliveira, LA Passos, W Ding, JP Papa, ... IEEE Transactions on Fuzzy Systems 28 (12), 3076-3086, 2019	28	2019
A novel siamese-based approach for scene change detection with applications to obstructed routes in hazardous environments MCS Santana, LA Passos, TP Moreira, D Colombo, VHC de Albuquerque, ... IEEE Intelligent Systems 35 (1), 44-53, 2019	25	2019
Barrett’s esophagus analysis using infinity restricted Boltzmann machines LA Passos, LA de Souza Jr, R Mendel, A Ebigbo, A Probst, H Messmann, ... Journal of Visual Communication and Image Representation 59, 475-485, 2019	25	2019
Handling imbalanced datasets through optimum-path forest LA Passos, DS Jodas, LCF Ribeiro, M Akio, AN De Souza, JP Papa Knowledge-Based Systems 242, 108445, 2022	23	2022
Adaptive improved flower pollination algorithm for global optimization D Rodrigues, GH de Rosa, LA Passos, JP Papa Nature-inspired computation in data mining and machine learning, 1-21, 2019	23	2019
Unsupervised breast masses classification through optimum-path forest PB Ribeiro, LA Passos, LA Da Silva, KAP da Costa, JP Papa, ... 2015 IEEE 28th international symposium on computer-based medical systems …, 2015	22	2015
Fine tuning deep boltzmann machines through meta-heuristic approaches LA Passos, DR Rodrigues, JP Papa 2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018	21	2018
Reinforcing learning in deep belief networks through nature-inspired optimization M Roder, LA Passos, GH de Rosa, VHC de Albuquerque, JP Papa Applied Soft Computing 108, 107466, 2021	20	2021

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