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Leandro A. Passos Junior
Leandro A. Passos – Leandro Aparecido Passos – Leandro Aparecido Passos Júnior
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2020 – today
- 2024
- [j25]Gustavo H. de Rosa, Mateus Roder, Leandro A. Passos
, João Paulo Papa:
A comprehensive study among distance measures on supervised optimum-path forest classification. Appl. Soft Comput. 164: 112021 (2024) - [j24]Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. Biomed. Signal Process. Control. 94: 106263 (2024) - [j23]Guilherme C. Oliveira
Facial expressions to identify post-stroke: A pilot study. Comput. Methods Programs Biomed. 250: 108195 (2024) - [j22]Leandro A. Passos
A review of deep learning-based approaches for deepfake content detection. Expert Syst. J. Knowl. Eng. 41(8) (2024) - [j21]Jihene Tmamna
A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs. Neurocomputing 608: 128378 (2024) - [j20]Luis Antônio de Souza, Leandro A. Passos, Marcos Cleison S. Santana, Robert Mendel, David Rauber, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Christoph Palm:
Layer-selective deep representation to improve esophageal cancer classification. Medical Biol. Eng. Comput. 62(11): 3355-3372 (2024) - [j19]Luis Antônio de Souza Júnior
DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett's esophagus. Neural Comput. Appl. 36(18): 10445-10459 (2024) - [c40]João Otávio Rodrigues Ferreira Frediani, Gabriel Lino Garcia, Pedro Henrique Paiola, Leandro Aparecido Passos, João Paulo Papa, Aparecido Nilceu Marana:
Hate Speech Detection in Portuguese Using BERTimbau. CIARP (1) 2024: 244-255 - [c39]Danilo Samuel Jodas, Leandro A. Passos, Douglas Rodrigues, Kelton A. P. Costa, João Paulo Papa:
Graph Matching Networks Meet Optimum-Path Forest: How to Prune Ensembles Efficiently. ICPR (7) 2024: 1-18 - [c38]Maria Angélica Krüger Miranda, Felipe Fernandes Fanchini, Leandro Aparecido Passos, Douglas Rodrigues, Kelton Augusto Pontara da Costa, Rafal Scherer, João Paulo Papa:
A Quantum-inspired Approach to Estimate Optimum-Path Forest Prototypes based on the Traveling Salesman Problem. ICPR (7) 2024: 85-98 - [c37]Pedro Lamkowski, Douglas Rodrigues, Leandro A. Passos, João P. Papa, Jurandy Almeida:
Neural Architecture Search for Enhancing Action Video Recognition in Compressed Domains. IWSSIP 2024: 1-7 - [c36]Thiago José Lucas, Leandro Aparecido Passos, Douglas Rodrigues, Danilo S. Jodas, João Paulo Papa, Kelton Augusto Pontara da Costa, Rafal Scherer:
Ensemble Diversity Pruning on Cybersecurity: Optimizing Intrusion Detection Systems. IWSSIP 2024: 1-6 - [c35]Carlos Alexandre Carvalho Tojeiro, Thiago José Lucas, Leandro A. Passos, Douglas Rodrigues, Simone G. D. Prado, João Paulo Papa, Kelton Augusto Pontara da Costa:
Enhancing Cyberattack Detection in IoT Environments Through Advanced Resampling Techniques. IWSSIP 2024: 1-6 - [c34]Mateus Roder, Leandro Aparecido Passos
Convolutional Neural Networks and Image Patches for Lithological Classification of Brazilian Pre-Salt Rocks. VISIGRAPP (3): VISAPP 2024: 648-655 - [i23]Leandro A. Passos, Douglas Rodrigues, Danilo S. Jodas, Kelton A. P. Costa, João Paulo Papa:
BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis. CoRR abs/2402.07310 (2024) - 2023
- [j18]Guilherme C. Oliveira, Quoc Cuong Ngo
Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease. Comput. Methods Programs Biomed. 240: 107713 (2023) - [j17]Claudio Filipi Gonçalves dos Santos, Diego de Souza Oliveira, Leandro A. Passos
Gait Recognition Based on Deep Learning: A Survey. ACM Comput. Surv. 55(2): 34:1-34:34 (2023) - [j16]Leandro A. Passos
Canonical cortical graph neural networks and its application for speech enhancement in audio-visual hearing aids. Neurocomputing 527: 196-203 (2023) - [j15]Leandro A. Passos
Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement. Inf. Fusion 90: 1-11 (2023) - [j14]Danilo Samuel Jodas
PL-kNN: A Python-based implementation of a parameterless k-Nearest Neighbors classifier. Softw. Impacts 15: 100459 (2023) - [j13]Yongzhao Xu, Renato William R. de Souza, Elias P. Medeiros, Neha Jain, Lijuan Zhang, Leandro A. Passos
Intelligent IoT security monitoring based on fuzzy optimum-path forest classifier. Soft Comput. 27(7): 4279-4288 (2023) - [c33]Mateus Roder
Feature Selection and Hyperparameter Fine-Tuning in Artificial Neural Networks for Wood Quality Classification. BRACIS (2) 2023: 323-337 - [c32]Edwin Prem Kumar Gilbert, A. Immanuel Selvakumar, M. Lydia, Baskaran Kaliaperumal, Danilo Samuel Jodas, Leandro A. Passos
A Historic-Best Particle Swarm Optimization Approach for Trust-based Routing in Smart Grid Networks. IWSSIP 2023: 1-5 - [c31]Danilo Samuel Jodas, Leandro Aparecido Passos
OPFsemble: An Ensemble Pruning Approach via Optimum-Path Forest. IWSSIP 2023: 1-5 - [c30]M. Lydia, Edwin Prem Kumar Gilbert, Akash Ravichandran, Guilherme Brandão Martins, Leandro A. Passos, João P. Papa:
Temporal Dengue Outbreak Prediction from Climatic Variables using Finite Element Machines for Regression. IWSSIP 2023: 1-5 - [c29]Silas Evandro Nachif Fernandes, Leandro A. Passos
A Multi-Class Probabilistic Optimum-Path Forest. VISIGRAPP (5: VISAPP) 2023: 361-368 - [c28]Gabriel Lino Garcia, Luis C. S. Afonso, Leandro A. Passos
FakeRecogna Anomaly: Fake News Detection in a New Brazilian Corpus. VISIGRAPP (4: VISAPP) 2023: 830-837 - [i22]Luiz Carlos Felix Ribeiro, Mateus Roder, Gustavo H. de Rosa, Leandro A. Passos, João P. Papa:
Enhancing Hyper-To-Real Space Projections Through Euclidean Norm Meta-Heuristic Optimization. CoRR abs/2301.13671 (2023) - [i21]Mateus Roder, Leandro Aparecido Passos, João Paulo Papa, André Luis Debiaso Rossi:
Feature Selection and Hyperparameter Fine-tuning in Artificial Neural Networks for Wood Quality Classification. CoRR abs/2310.13490 (2023) - 2022
- [j12]Leandro Aparecido Passos
Handling imbalanced datasets through Optimum-Path Forest. Knowl. Based Syst. 242: 108445 (2022) - [c27]Claudio Filipi Goncalves dos Santos
MaxDropoutV2: An Improved Method to Drop Out Neurons in Convolutional Neural Networks. IbPRIA 2022: 271-282 - [c26]Thierry Pinheiro Moreira
An End-to-End Approach for Seam Carving Detection Using Deep Neural Networks. IbPRIA 2022: 447-457 - [c25]Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos
FEMa-FS: Finite Element Machines for Feature Selection. ICPR 2022: 1784-1791 - [c24]Danilo Samuel Jodas, Leandro Aparecido Passos
PL-k NN: A Parameterless Nearest Neighbors Classifier. IWSSIP 2022: 1-4 - [c23]Talita A. Pereira, Regina C. Popim, Leandro A. Passos
ComplexWoundDB: A Database for Automatic Complex Wound Tissue Categorization. IWSSIP 2022: 1-4 - [c22]Danilo Samuel Jodas, Leandro Aparecido Passos
Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives. SIBGRAPI 2022: 121-126 - [i20]Claudio Filipi Gonçalves dos Santos, Diego de Souza Oliveira, Leandro A. Passos, Rafael Gonçalves Pires, Daniel Felipe Silva Santos, Lucas Pascotti Valem, Thierry Pinheiro Moreira, Marcos Cleison Silva Santana, Mateus Roder, João Paulo Papa, Danilo Colombo:
Gait Recognition Based on Deep Learning: A Survey. CoRR abs/2201.03323 (2022) - [i19]Leandro Aparecido Passos, João Paulo Papa, Amir Hussain, Ahsan Adeel:
A Multimodal Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement. CoRR abs/2202.04528 (2022) - [i18]Leandro A. Passos, Danilo S. Jodas, Kelton A. P. da Costa, Luis Antônio Souza Júnior, Danilo Colombo, João Paulo Papa:
A Review of Deep Learning-based Approaches for Deepfake Content Detection. CoRR abs/2202.06095 (2022) - [i17]Leandro Aparecido Passos, Danilo S. Jodas, Luiz Carlos Felix Ribeiro, Marco Akio, André Nunes de Souza, João Paulo Papa:
Handling Imbalanced Datasets Through Optimum-Path Forest. CoRR abs/2202.08934 (2022) - [i16]Thierry Pinheiro Moreira, Marcos Cleison S. Santana, Leandro Aparecido Passos, João Paulo Papa, Kelton Augusto Pontara da Costa:
An End-to-End Approach for Seam Carving Detection using Deep Neural Networks. CoRR abs/2203.02728 (2022) - [i15]Claudio Filipi Goncalves dos Santos, Mateus Roder, Leandro A. Passos, João P. Papa:
MaxDropoutV2: An Improved Method to Drop out Neurons in Convolutional Neural Networks. CoRR abs/2203.02740 (2022) - [i14]Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets. CoRR abs/2203.13856 (2022) - [i13]Renato William R. de Souza, João Vitor Chaves de Oliveira, Leandro A. Passos, Weiping Ding, João P. Papa, Victor Hugo C. de Albuquerque:
A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic. CoRR abs/2204.06635 (2022) - [i12]Leandro A. Passos, João Paulo Papa, Ahsan Adeel:
Canonical Cortical Graph Neural Networks and its Application for Speech Enhancement in Future Audio-Visual Hearing Aids. CoRR abs/2206.02671 (2022) - [i11]Leandro A. Passos, Khubaib Ahmed, Mohsin Raza, Ahsan Adeel:
Multimodal Speech Enhancement Using Burst Propagation. CoRR abs/2209.03275 (2022) - [i10]Danilo Samuel Jodas, Leandro Aparecido Passos, Ahsan Adeel, João Paulo Papa:
PL-kNN: A Parameterless Nearest Neighbors Classifier. CoRR abs/2209.12647 (2022) - [i9]Talita A. Pereira, Regina C. Popim, Leandro A. Passos, Danillo Roberto Pereira, Clayton R. Pereira
ComplexWoundDB: A Database for Automatic Complex Wound Tissue Categorization. CoRR abs/2209.12822 (2022) - [i8]Mateus Roder, Jurandy Almeida, Gustavo H. de Rosa, Leandro A. Passos, André L. D. Rossi, João P. Papa:
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks. CoRR abs/2211.17045 (2022) - [i7]Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos:
FEMa-FS: Finite Element Machines for Feature Selection. CoRR abs/2212.02507 (2022) - [i6]Daniel F. S. Santos, Rafael Gonçalves Pires, Leandro A. Passos, João P. Papa:
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification. CoRR abs/2212.10411 (2022) - 2021
- [j11]Mateus Roder
Reinforcing learning in Deep Belief Networks through nature-inspired optimization. Appl. Soft Comput. 108: 107466 (2021) - [j10]Renato William R. de Souza
Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines. Comput. Biol. Medicine 131: 104260 (2021) - [c21]Luis Antônio de Souza
Fine-tuning Generative Adversarial Networks using Metaheuristics - A Case Study on Barrett's Esophagus Identification. Bildverarbeitung für die Medizin 2021: 205-210 - [c20]Luiz Carlos Felix Ribeiro
Enhancing Hyper-to-Real Space Projections Through Euclidean Norm Meta-heuristic Optimization. CIARP 2021: 109-118 - [c19]Daniel F. S. Santos, Rafael Goncalves Pires, Leandro A. Passos
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification. IGARSS 2021: 2843-2846 - [c18]Rafael Goncalves Pires, Daniel F. S. Santos, Leandro A. Passos
Deep Regressor Networks for Blind Image Deblurring. IGARSS 2021: 5390-5393 - [c17]Mateus Roder, Jurandy Almeida, Gustavo Henrique de Rosa, Leandro A. Passos
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks. SSCI 2021: 1-8 - [i5]Leandro Aparecido Passos, Danilo Samuel Jodas, Luiz Carlos Felix Ribeiro, Thierry Pinheiro Moreira, João P. Papa:
O2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection. CoRR abs/2101.05775 (2021) - [i4]Leandro Aparecido Passos, João Paulo Papa:
A Metaheuristic-Driven Approach to Fine-Tune Deep Boltzmann Machines. CoRR abs/2101.05795 (2021) - [i3]Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Barbara Caroline Benato, Alexandre Xavier Falcão, João Paulo Papa:
Intestinal Parasites Classification Using Deep Belief Networks. CoRR abs/2101.06747 (2021) - [i2]Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Clayton R. Pereira, João Paulo Papa:
A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks. CoRR abs/2101.06749 (2021) - 2020
- [j9]Leandro Aparecido Passos
A metaheuristic-driven approach to fine-tune Deep Boltzmann Machines. Appl. Soft Comput. 97(Part B): 105717 (2020) - [j8]Kelton A. P. da Costa, João P. Papa, Leandro A. Passos
A critical literature survey and prospects on tampering and anomaly detection in image data. Appl. Soft Comput. 97(Part B): 106727 (2020) - [j7]Luis Antônio de Souza Júnior
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. Comput. Biol. Medicine 126: 104029 (2020) - [j6]Marcos C. S. Santana, Leandro Aparecido Passos Júnior
A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments. IEEE Intell. Syst. 35(1): 44-53 (2020) - [j5]Renato William R. de Souza, João Vitor Chaves de Oliveira
A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic. IEEE Trans. Fuzzy Syst. 28(12): 3076-3086 (2020) - [c16]Leandro A. Passos
O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection. CBMS 2020: 498-503 - [c15]Mateus Roder, Gustavo Henrique de Rosa
Harnessing Particle Swarm optimization Through Relativistic Velocity. CEC 2020: 1-8 - [c14]Mateus Roder
A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks. ICAISC (1) 2020: 231-241 - [c13]Mateus Roder
Intestinal Parasites Classification Using Deep Belief Networks. ICAISC (1) 2020: 242-251 - [c12]Vicente Coelho Lobo Neto
Evolving Long Short-Term Memory Networks. ICCS (2) 2020: 337-350 - [p2]Leandro Aparecido Passos
On the Assessment of Nature-Inspired Meta-Heuristic Optimization Techniques to Fine-Tune Deep Belief Networks. Deep Neural Evolution 2020: 67-96 - [p1]Douglas Rodrigues, Gustavo Henrique de Rosa
Adaptive Improved Flower Pollination Algorithm for Global Optimization. Nature-Inspired Computation in Data Mining and Machine Learning 2020: 1-21
2010 – 2019
- 2019
- [j4]Parham Khojasteh
Exudate detection in fundus images using deeply-learnable features. Comput. Biol. Medicine 104: 62-69 (2019) - [j3]Leandro A. Passos
Barrett's esophagus analysis using infinity Restricted Boltzmann Machines. J. Vis. Commun. Image Represent. 59: 475-485 (2019) - [j2]Raniere Rocha Guimarães, Leandro A. Passos
Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering. IEEE Netw. 33(2): 126-131 (2019) - [c11]Leandro Aparecido Passos
Quaternion-Based Backtracking Search Optimization Algorithm. CEC 2019: 3014-3021 - [c10]Leandro Aparecido Passos
κ-Entropy Based Restricted Boltzmann Machines. IJCNN 2019: 1-8 - 2018
- [j1]Leandro Aparecido Passos
Temperature-Based Deep Boltzmann Machines. Neural Process. Lett. 48(1): 95-107 (2018) - [c9]Luis Claudio Sugi Afonso, Leandro A. Passos
Enhancing Brain Storm Optimization Through Optimum-Path Forest. SACI 2018: 183-188 - [c8]Leandro A. Passos
Parkinson Disease Identification Using Residual Networks and Optimum-Path Forest. SACI 2018: 325-330 - [c7]Leandro A. Passos
Fine Tuning Deep Boltzmann Machines Through Meta-Heuristic Approaches. SACI 2018: 419-424 - 2017
- [c6]Clayton R. Pereira
Parkinson's Disease Identification Using Restricted Boltzmann Machines. CAIP (2) 2017: 70-80 - [c5]Leandro A. Passos Junior
Deep Boltzmann Machines Using Adaptive Temperatures. CAIP (1) 2017: 172-183 - [c4]Leandro Aparecido Passos
Fine-Tuning Infinity Restricted Boltzmann Machines. SIBGRAPI 2017: 63-70 - 2016
- [c3]Gustavo H. Rosa
Learning Parameters in Deep Belief Networks Through Firefly Algorithm. ANNPR 2016: 138-149 - [i1]Leandro A. Passos Junior, João Paulo Papa:
Temperature-Based Deep Boltzmann Machines. CoRR abs/1608.07719 (2016) - 2015
- [c2]Patricia B. Ribeiro, Leandro A. Passos Junior
Unsupervised Breast Masses Classification through Optimum-Path Forest. CBMS 2015: 238-243 - 2014
- [c1]Gustavo H. Rosa
On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering. ICPR 2014: 1472-1477
Coauthor Index
Danilo Samuel Jodas
aka: Danilo S. Jodas
aka: Danilo S. Jodas
João Paulo Papa
aka: João P. Papa
aka: João P. Papa
[j25] [j24] [j23] [j22] [j21] [j20] [j19] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [i23] [j18] [j17] [j16] [j15] [j14] [c33] [c32] [c31] [c30] [c29] [c28] [i22] [i21] [j12] [c27] [c26] [c25] [c24] [c23] [c22] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i10] [i9] [i8] [i7] [i6] [j11] [c21] [c20] [c19] [c18] [c17] [i5] [i4] [i3] [i2] [j9] [j8] [j7] [j6] [j5] [c16] [c15] [c14] [c13] [c12] [p2] [p1] [j4] [j3] [j2] [c11] [c10] [j1] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [i1] [c2] [c1]
Claudio Filipi Goncalves dos Santos
aka: Claudio Filipi Gonçalves dos Santos
aka: Claudio Filipi Gonçalves dos Santos
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last updated on 2024-12-15 01:25 CET by the dblp team
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