Leandro A. Passos - Publications, H-index & Citations

Leandro A. Passos

universidade federal de sao carlos

19H指数

107论文数

1.2K被引数

收录论文 21

发表时间

A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs

NEUROCOMPUTING

IF6.5

2024-12-01

PREAI

Tmamna, Jihene; Fourati, Rahma; Ben Ayed, Emna; Passos, Leandro A.; Papa, Joao P.; Ben Ayed, Mounir; Hussain, Amir

A comprehensive study among distance measures on supervised optimum-path forest classification

APPLIED SOFT COMPUTING

IF6.6

2024-10-01

PREAI

de Rosa, Gustavo H.; Roder, Mateus; Passos, Leandro A.; Papa, Joao Paulo

Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-08-01

OAAI

Oliveira, Guilherme C.; Rosa, Gustavo H.; Pedronette, Daniel C. G.; Papa, Joao P.; Kumar, Himeesh; Passos, Leandro A.; Kumar, Dinesh

Facial expressions to identify post-stroke: A pilot study 识别中风后的面部表情: 一项初步研究

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-06-01

PREAI

Oliveira, Guilherme C.; Ngo, Quoc C.; Passos, Leandro A.; Oliveira, Leonardo S.; Papa, Joao P.; Kumar, Dinesh

A review of deep learning-based approaches for deepfake content detection 基于深度学习的deepfake内容检测方法综述

EXPERT SYSTEMS

IF2.3

2024-02-22

OAAI

Passos, Leandro A.; Jodas, Danilo; Costa, Kelton A. P.; Souza, Luis A.; Rodrigues, Douglas; Del Ser, Javier; Camacho, David; Papa, Joao Paulo

Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-10-01

OAAI

Oliveira, Guilherme C.; Ngo, Quoc C.; Passos, Leandro A.; Papa, Joao P.; Jodas, Danilo S.; Kumar, Dinesh

Canonical cortical graph neural networks and its application for speech enhancement in audio-visual hearing aids

NEUROCOMPUTING

IF6.5

2023-03-01

OAAI

Passos, Leandro A.; Papa, Joao Paulo; Hussain, Amir; Adeel, Ahsan

Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement 基于标准相关图神经网络的多模态视听信息融合节能语音增强

INFORMATION FUSION

IF15.5

2023-02-01

OAAI

Passos, Leandro A.; Papa, Joao Paulo; Del Ser, Javier; Hussain, Amir; Adeel, Ahsan

Intelligent IoT security monitoring based on fuzzy optimum-path forest classifier

SOFT COMPUTING

IF2.5

2022-07-18

PREAI

Xu, Yongzhao; de Souza, Renato W. R.; Medeiros, Elias P.; Jain, Neha; Zhang, Lijuan; Passos, Leandro A.; de Albuquerque, Victor Hugo C.

Handling imbalanced datasets through Optimum-Path Forest

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-04-01

OAAI

Passos, Leandro Aparecido S.; Jodas, Danilo S.; Ribeiro, Luiz C. F.; Akio, Marco; De Souza, Andre Nunes; Papa, Joao Paulo

Gait Recognition Based on Deep Learning: A Survey 基于深度学习的步态识别研究综述

ACM COMPUTING SURVEYS

IF28

2022-01-18

OAAI

Goncalves Dos Santos, Claudio Filipi; Oliveira, Diego De Souza; Passos, Leandro A.; Pires, Rafael Goncalves; Silva Santos, Daniel Felipe; Valem, Lucas Pascotti; Moreira, Thierry P.; Santana, Marcos Cleison S.; Roder, Mateus; Papa, Joao Paulo; Colombo, Danilo

Reinforcing learning in Deep Belief Networks through nature-inspired optimization

APPLIED SOFT COMPUTING

IF6.6

2021-09-01

PREAI

Roder, Mateus; Passos, Leandro Aparecido; de Rosa, Gustavo H.; de Albuquerque, Victor Hugo C.; Papa, Joao Paulo

Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines 使用模糊最佳路径森林和受限玻尔兹曼机的计算机辅助帕金森氏病诊断

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-04-01

PREAI

de Souza, Renato W. R.; Silva, Daniel S.; Passos, Leandro A.; Roder, Mateus; Santana, Marcos C.; Pinheiro, Placido R.; de Albuquerque, Victor Hugo C.

A critical literature survey and prospects on tampering and anomaly detection in image data

APPLIED SOFT COMPUTING

IF6.6

2020-12-01

PREAI

da Costa, Kelton A. P.; Papa, Joao P.; Passos, Leandro A.; Colombo, Danilo; Del Ser, Javier; Muhammad, Khan; de Albuquerque, Victor Hugo C.

A metaheuristic-driven approach to fine-tune Deep Boltzmann Machines 一种元启发式驱动的深度玻尔兹曼机微调方法

APPLIED SOFT COMPUTING

IF6.6

2020-12-01

OAAI

Passos, Leandro Aparecido; Papa, Joao Paulo

A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2020-12-01

OAAI

de Souza, Renato William R.; de Oliveira, Joao Vitor Chaves; Passos, Leandro A., Jr.; Ding, Weiping; Papa, Joao P.; de Albuquerque, Victor Hugo C.

Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2020-11-01

OAAI

de Souza Jr, Luis A.; Passos, Leandro A.; Mendel, Robert; Ebigbo, Alanna; Probst, Andreas; Messmann, Helmut; Palm, Christoph; Papa, Joao P.

A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments

IEEE INTELLIGENT SYSTEMS

IF6.1

2020-01-01

PREAI

Santana, Marcos C. S.; Passos, Leandro Aparecido, Jr.; Moreira, Thierry P.; Colombo, Danilo; de Albuquerque, Victor Hugo C.; Papa, Joao Paulo

Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering

IEEE NETWORK

IF6.3

2019-03-01

PREAI

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

Exudate detection in fundus images using deeply-learnable features

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2019-01-01

100

OAAI

Khojasteh, Parham; Passos Junior, Leandro Aparecido; Carvalho, Tiago; Rezende, Edmar; Aliahmad, Behzad; Papa, Joao Paulo; Kumar, Dinesh Kant

研究方向