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ORCIDEduardo José da S. Luz
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- affiliation: Federal University of Ouro Preto, Minas Gerais, Brazil
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Journal Articles
- 2023
[j18]Júlia Beatriz A. Teixeira, Mariana T. Rezende, Débora Nasser Diniz, Cláudia M. Carneiro, Eduardo José da Silva Luz, Marcone J. F. Souza, Daniela M. Ushizima, Fátima N. S. de Medeiros, Andrea Gomes Campos Bianchi:
Segmentation of cervical nuclei using convolutional neural network for conventional cytology. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(5): 1876-1888 (2023)- [j17]Jonathan Cristóvão Ferreira da Silva
, Mateus Coelho Silva, Eduardo José da S. Luz, Saul E. Delabrida, Ricardo A. R. Oliveira:
Using Mobile Edge AI to Detect and Map Diseases in Citrus Orchards. Sensors 23(4): 2165 (2023) - 2022
- [j16]Luiz A. Zanlorensi, Rayson Laroca, Eduardo Luz, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
Ocular recognition databases and competitions: a survey. Artif. Intell. Rev. 55(1): 129-180 (2022) - [j15]Lauro Moraes, Pedro Silva, Eduardo Luz, Gladston Moreira:
CapsProm: a capsule network for promoter prediction. Comput. Biol. Medicine 147: 105627 (2022) - 2021
- [j14]Felipe Meneguitti Dias, Henrique L. M. Monteiro, Thales Wulfert Cabral, Rayen Naji, Michael Kuehni, Eduardo José da S. Luz:
Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm. Comput. Methods Programs Biomed. 202: 105948 (2021) - [j13]Dênis Ricardo Xavier de Oliveira, Gladston Moreira, Anderson Ribeiro Duarte, André Luiz Fernandes Cançado, Eduardo Luz:
Spatial cluster analysis using particle swarm optimization and dispersion function. Commun. Stat. Simul. Comput. 50(8): 2368-2385 (2021) - [j12]Débora Nasser Diniz, Mariana T. Rezende, Andrea G. C. Bianchi, Cláudia M. Carneiro, Eduardo José da Silva Luz, Gladston J. P. Moreira, Daniela M. Ushizima, Fátima N. S. de Medeiros, Marcone J. F. Souza:
A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification. J. Imaging 7(7): 111 (2021) - [j11]Mariana R. F. Mota, Pedro H. L. Silva, Eduardo José da S. Luz, Gladston J. P. Moreira, Thiago Schons, Lauro Moraes, David Menotti:
A deep descriptor for cross-tasking EEG-based recognition. PeerJ Comput. Sci. 7: e549 (2021) - 2019
- [j10]Pedro Henrique Lopes Silva, Eduardo Luz, Gladston Moreira, Lauro Moraes, David Menotti:
Chimerical Dataset Creation Protocol Based on Doddington Zoo: A Biometric Application with Face, Eye, and ECG. Sensors 19(13): 2968 (2019) - 2018
- [j9]Felipe O. Mota, Elizabeth F. Wanner, Eduardo José da S. Luz, Gladston J. P. Moreira:
VND-based Local Search Operator for Equality Constraint Problems in PSO Algorithm. Electron. Notes Discret. Math. 66: 111-118 (2018) - [j8]Victor Hugo C. de Albuquerque, Thiago M. Nunes, Danillo Roberto Pereira, Eduardo José da S. Luz, David Menotti, João P. Papa, João Manuel R. S. Tavares:
Robust automated cardiac arrhythmia detection in ECG beat signals. Neural Comput. Appl. 29(3): 679-693 (2018) - [j7]Eduardo José da S. Luz, Gladston Moreira, Luiz A. Zanlorensi, David Menotti:
Deep periocular representation aiming video surveillance. Pattern Recognit. Lett. 114: 2-12 (2018) - [j6]Eduardo José da S. Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti:
Learning Deep Off-the-Person Heart Biometrics Representations. IEEE Trans. Inf. Forensics Secur. 13(5): 1258-1270 (2018) - 2017
- [j5]Vitor Nazário Coelho, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Eduardo José da S. Luz, Alexandre C. Barbosa, Mateus N. Coelho, Guilherme G. Netto, R. C. Costa, Alysson A. Pinto, A. de P. Figueiredo, M. E. V. Elias, D. C. O. G. Filho, Thays A. Oliveira:
EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS. Electron. Notes Discret. Math. 58: 79-86 (2017) - [j4]Eduardo José da S. Luz, Luiz H. C. Merschmann, David Menotti, Gladston J. P. Moreira:
Evaluating a hierarchical approach for heartbeat classification from ECG. Int. J. Bioinform. Res. Appl. 13(2): 146-160 (2017) - 2016
- [j3]Eduardo José da S. Luz, William Robson Schwartz, Guillermo Cámara Chávez, David Menotti:
ECG-based heartbeat classification for arrhythmia detection: A survey. Comput. Methods Programs Biomed. 127: 144-164 (2016) - 2014
- [j2]Eduardo José da S. Luz, David Menotti, William Robson Schwartz:
Evaluating the use of ECG signal in low frequencies as a biometry. Expert Syst. Appl. 41(5): 2309-2315 (2014) - 2013
- [j1]Eduardo José da S. Luz, Thiago M. Nunes, Victor Hugo C. de Albuquerque, João P. Papa, David Menotti:
ECG arrhythmia classification based on optimum-path forest. Expert Syst. Appl. 40(9): 3561-3573 (2013)
Conference and Workshop Papers
- 2024
- [c25]Guilherme Silva, Pedro Silva, Gladston Moreira, Eduardo Luz:
Bridging the Gap in ECG Classification: Integrating Self-supervised Learning with Human-in-the-Loop Amid Medical Equipment Hardware Constraints. ARC 2024: 63-74 - [c24]Amanda da Silva Oliveira, Thiago de Carvalho Cecote, João Paulo Reis Alvarenga, Vander Luis de Souza Freitas, Eduardo José da Silva Luz:
Toxic Speech Detection in Portuguese: A Comparative Study of Large Language Models. PROPOR 2024: 108-116 - 2023
- [c23]Filipe Ramos, Guilherme Silva, Eduardo Luz, Pedro Silva:
Enhancing Stock Market Predictions Through the Integration of Convolutional and Recursive LSTM Blocks: A Cross-market Analysis. BRACIS (2) 2023: 92-106 - [c22]Pedro Henrique Nascimento Castro, Gabriel Cássia Fortuna, Pedro Silva, Andrea G. C. Bianchi, Gladston Moreira, Eduardo José da S. Luz:
Merging Traditional Feature Extraction and Deep Learning for Enhanced Hop Variety Classification: A Comparative Study Using the UFOP-HVD Dataset. BRACIS (2) 2023: 307-322 - [c21]Fernando Henrique Oliveira Duarte, Gladston J. P. Moreira, Eduardo José da S. Luz, Leonardo B. L. Santos, Vander L. S. Freitas:
Time Series Forecasting of COVID-19 Cases in Brazil with GNN and Mobility Networks. BRACIS (3) 2023: 361-375 - [c20]Lauro Moraes, Eduardo José da S. Luz, Gladston Moreira:
Physicochemical Properties for Promoter Classification. BRACIS (2) 2023: 368-382 - [c19]Fernando H. O. Duarte, Vander L. S. Freitas, Gladston Moreira, Eduardo Luz, Leonardo B. L. Santos:
Correlations Between Epidemiological Time Series Forecasting and Influence Regions of Brazilian Cities. GEOINFO 2023: 340-345 - [c18]João Gabriel Fernandes Zenóbio, Pedro Henrique Lopes Silva, Eduardo José da Silva Luz, Gladston Juliano Prates Moreira, Conrado Aleksander Barbosa Galdino, Jadson Castro Gertrudes:
Reptilerecon: Um Arcabouço para Extração e Análise de Sinais de Lagartos. SBBD 2023: 154-166 - [c17]Natália F. de C. Meira, Ricardo C. Câmara de M. Santos, Mateus C. Silva, Eduardo José da S. Luz, Ricardo A. R. Oliveira:
Towards an Automatic System for Generating Synthetic and Representative Facial Data for Anonymization. VISIGRAPP (5: VISAPP) 2023: 854-861 - 2022
- [c16]Pedro Silva, Eduardo Luz, Larissa Silva, Caio Gonçalves, Dênis Oliveira, Rodrigo C. P. Silva, Gladston Moreira:
Deep Learning-Based COVID-19 Screening Using Photographs of Chest X-Rays Displayed in Computer Monitors. BRACIS (2) 2022: 510-522 - [c15]Guilherme Silva, Pedro H. L. Silva, Mariana R. F. Mota, Eduardo Luz, Gladston Moreira:
An Efficient Contact Lens Spoofing Classification. ICEIS (1) 2022: 441-448 - [c14]Pedro Silva, Gladston Moreira, Vander L. S. Freitas, Rodrigo César Pedrosa Silva, David Menotti, Eduardo Luz:
A Decidability-Based Loss Function. IJCNN 2022: 1-8 - [c13]Rayson Laroca, Marcelo dos Santos, Valter Estevam, Eduardo Luz, David Menotti:
A First Look at Dataset Bias in License Plate Recognition. SIBGRAPI 2022: 234-239 - 2018
- [c12]Pedro H. L. Silva, Eduardo Luz, Luiz A. Zanlorensi, David Menotti, Gladston Moreira:
Multimodal Feature Level Fusion based on Particle Swarm Optimization with Deep Transfer Learning. CEC 2018: 1-8 - [c11]Pedro Silva, Eduardo Luz, Elizabeth F. Wanner, David Menotti, Gladston Moreira:
QRS Detection in ECG Signal with Convolutional Network. CIARP 2018: 802-809 - [c10]Luiz A. Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. SIBGRAPI 2018: 289-296 - 2017
- [c9]Fernando Bernardo, Gladston Moreira, Eduardo José da S. Luz, Paulo H. C. Oliveira, Alvaro Gaurda:
Exploring the scalability of multiple signatures in iris recognition using GA on the acceptance frontier search. CEC 2017: 1843-1847 - [c8]Thiago Schons, Gladston J. P. Moreira, Pedro H. L. Silva, Vitor Nazário Coelho, Eduardo José da S. Luz:
Convolutional Network for EEG-Based Biometric. CIARP 2017: 601-608 - 2016
- [c7]Denis Xavier, Gladston Moreira, Eduardo José da S. Luz, Marcone J. F. Souza:
A new irregular spatial cluster detection through multi-objective particle swarm optimization. CEC 2016: 403-407 - [c6]Gladston J. P. Moreira, Eduardo José da S. Luz, David Menotti:
Optimizing acceptance frontier using PSO and GA for multiple signature iris recognition. CEC 2016: 4592-4598 - [c5]Gabriel Garcia, Gladston J. P. Moreira, Eduardo José da S. Luz, David Menotti:
Improving automatic cardiac arrhythmia classification: Joining temporal-VCG, complex networks and SVM classifier. IJCNN 2016: 3896-3900 - 2015
- [c4]Eduardo José da S. Luz, David Menotti:
Denoising Autoencoder for Iris Recognition in Noncooperative Environments. CIARP 2015: 200-207 - [c3]Vinícius A. P. Queiroz, Eduardo José da S. Luz, Gladston J. P. Moreira, Alvaro Guarda, David Menotti:
Automatic cardiac arrhythmia detection and classification using vectorcardiograms and complex networks. EMBC 2015: 5203-5206 - [c2]Pedro Silva, Eduardo José da S. Luz, Rafael Baeta, Hélio Pedrini, Alexandre Xavier Falcão, David Menotti:
An Approach to Iris Contact Lens Detection Based on Deep Image Representations. SIBGRAPI 2015: 157-164 - 2011
- [c1]Eduardo José da S. Luz, David Menotti:
How the choice of samples for building arrhythmia classifiers impact their performances. EMBC 2011: 4988-4991
Informal and Other Publications
- 2024
- [i9]Paulo Henrique dos Santos, Valéria de Carvalho Santos, Eduardo José da Silva Luz:
Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction. CoRR abs/2404.13002 (2024) - [i8]Rafael F. Oliveira, Gladston J. P. Moreira, Vander L. S. Freitas, Eduardo José da S. Luz:
Leveraging Visibility Graphs for Enhanced Arrhythmia Classification with Graph Convolutional Networks. CoRR abs/2404.15367 (2024) - 2023
- [i7]Pedro Henrique Nascimento Castro, Gabriel Cássia Fortuna, Rafael Alves Bonfim de Queiroz, Gladston Juliano Prates Moreira, Eduardo José da Silva Luz:
Regularization Through Simultaneous Learning: A Case Study for Hop Classification. CoRR abs/2305.13447 (2023) - 2022
- [i6]Rayson Laroca, Marcelo dos Santos, Valter Estevam, Eduardo Luz, David Menotti:
A First Look at Dataset Bias in License Plate Recognition. CoRR abs/2208.10657 (2022) - 2021
- [i5]Pedro Silva, Gladston Moreira, Vander L. S. Freitas, Rodrigo César Pedrosa Silva, David Menotti, Eduardo Luz:
A Decidability-Based Loss Function. CoRR abs/2109.05524 (2021) - [i4]Lauro Moraes, Pedro Silva, Eduardo Luz, Gladston Moreira:
CapsProm: A Capsule Network For Promoter Prediction. CoRR abs/2112.03710 (2021) - 2020
- [i3]Eduardo José da S. Luz, Pedro Henrique Lopes Silva, Rodrigo César Pedrosa Silva, Ludmila Silva, Gladston Moreira, David Menotti:
Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images. CoRR abs/2004.05717 (2020) - 2019
- [i2]Luiz A. Zanlorensi, Rayson Laroca, Eduardo José da S. Luz, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
Ocular Recognition Databases and Competitions: A Survey. CoRR abs/1911.09646 (2019) - 2018
- [i1]Luiz A. Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. CoRR abs/1808.10032 (2018)
Coauthor Index
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