Eduardo José da S. Luz

36 papers B 4C 2Journal 19Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Systematic Review of ECG Arrhythmia Classification: Adherence to Standards, Fair Evaluation, and Embedded Feasibility. CoRR Guilherme Silva, Pedro Silva, Gladston Moreira, Vander L. S. Freitas, Jadson Castro Gertrudes, Eduardo José da S. Luz
2025	J	`jnl`	Deep Learning for School Dropout Detection: A Comparison of Tabular and Graph-Based Models for Predicting At-Risk Students. CoRR Pablo G. Almeida, Guilherme A. L. Silva, Valéria Santos, Gladston Moreira, Pedro Silva, Eduardo José da S. Luz
2025	J	`jnl`	Leveraging graph neural networks and mobility data for COVID-19 forecasting. CoRR Fernando H. O. Duarte, Gladston J. P. Moreira, Eduardo José da S. Luz, Leonardo B. L. Santos, Vander L. S. Freitas
2024	J	`jnl`	Leveraging Visibility Graphs for Enhanced Arrhythmia Classification with Graph Convolutional Networks. CoRR Rafael F. Oliveira, Gladston J. P. Moreira, Vander L. S. Freitas, Eduardo José da S. Luz
2024	—	`conf`	Reinforcement Learning for the Detection of Arbitrary Shaped Spatial Clusters. LA-CCI Dênis Oliveira, Anderson Ribeiro Duarte, Eduardo José da S. Luz, Gladston Moreira
2024	—	`conf`	Toxic Text Classification in Portuguese: Is LLaMA 3.1 8B All You Need? STIL Amanda Oliveira, Pedro H. L. Silva, Valéria de Carvalho Santos, Gladston Moreira, Vander L. S. Freitas, Eduardo José da S. Luz
2023	—	`conf`	How Good Is ChatGPT For Detecting Hate Speech In Portuguese? STIL Amanda da Silva Oliveira, Thiago de Carvalho Cecote, Pedro H. L. Silva, Jadson Castro Gertrudes, Vander L. S. Freitas, Eduardo José da S. Luz
2023	—	`conf`	Merging Traditional Feature Extraction and Deep Learning for Enhanced Hop Variety Classification: A Comparative Study Using the UFOP-HVD Dataset. BRACIS (2) Pedro Henrique Nascimento Castro, Gabriel Cássia Fortuna, Pedro Silva, Andrea G. C. Bianchi, Gladston Moreira, Eduardo José da S. Luz
2023	—	`conf`	Physicochemical Properties for Promoter Classification. BRACIS (2) Lauro Moraes, Eduardo José da S. Luz, Gladston Moreira
2023	—	`conf`	Time Series Forecasting of COVID-19 Cases in Brazil with GNN and Mobility Networks. BRACIS (3) Fernando Henrique Oliveira Duarte, Gladston J. P. Moreira, Eduardo José da S. Luz, Leonardo B. L. Santos, Vander L. S. Freitas
2023	—	`conf`	Towards an Automatic System for Generating Synthetic and Representative Facial Data for Anonymization. VISIGRAPP (5: VISAPP) Natália F. de C. Meira, Ricardo C. Câmara de M. Santos, Mateus C. Silva, Eduardo José da S. Luz, Ricardo A. R. Oliveira
2023	J	`jnl`	Using Mobile Edge AI to Detect and Map Diseases in Citrus Orchards. Sensors Jonathan Cristóvão Ferreira da Silva, Mateus Coelho Silva, Eduardo José da S. Luz, Saul E. Delabrida, Ricardo A. R. Oliveira
2021	J	`jnl`	A deep descriptor for cross-tasking EEG-based recognition. PeerJ Comput. Sci. Mariana R. F. Mota, Pedro H. L. Silva, Eduardo José da S. Luz, Gladston J. P. Moreira, Thiago Schons, Lauro Moraes, David Menotti
2021	J	`jnl`	Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm. Comput. Methods Programs Biomed. Felipe Meneguitti Dias, Henrique L. M. Monteiro, Thales Wulfert Cabral, Rayen Naji, Michael Kuehni, Eduardo José da S. Luz
2020	J	`jnl`	Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images. CoRR Eduardo José da S. Luz, Pedro Henrique Lopes Silva, Rodrigo Silva, Ludmila Silva, Gladston Moreira, David Menotti
2019	J	`jnl`	Ocular Recognition Databases and Competitions: A Survey. CoRR Luiz Antonio Zanlorensi, Rayson Laroca, Eduardo José da S. Luz, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti
2018	J	`jnl`	Deep periocular representation aiming video surveillance. Pattern Recognit. Lett. Eduardo José da S. Luz, Gladston Moreira, Luiz Antonio Zanlorensi, David Menotti
2018	J	`jnl`	Learning Deep Off-the-Person Heart Biometrics Representations. IEEE Trans. Inf. Forensics Secur. Eduardo José da S. Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti
2018	J	`jnl`	Robust automated cardiac arrhythmia detection in ECG beat signals. Neural Comput. Appl. 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
2018	—	`conf`	The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. SIBGRAPI Luiz Antonio Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti
2018	J	`jnl`	The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. CoRR Luiz Antonio Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti
2018	J	`jnl`	VND-based Local Search Operator for Equality Constraint Problems in PSO Algorithm. Electron. Notes Discret. Math. Felipe O. Mota, Elizabeth F. Wanner, Eduardo José da S. Luz, Gladston J. P. Moreira
2017	C	`conf`	Convolutional Network for EEG-Based Biometric. CIARP Thiago Schons, Gladston J. P. Moreira, Pedro H. L. Silva, Vitor Nazário Coelho, Eduardo José da S. Luz
2017	J	`jnl`	EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS. Electron. Notes Discret. Math. 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
2017	J	`jnl`	Evaluating a hierarchical approach for heartbeat classification from ECG. Int. J. Bioinform. Res. Appl. Eduardo José da S. Luz, Luiz H. C. Merschmann, David Menotti, Gladston J. P. Moreira
2017	B	`conf`	Exploring the scalability of multiple signatures in iris recognition using GA on the acceptance frontier search. CEC Fernando Bernardo, Gladston Moreira, Eduardo José da S. Luz, Paulo H. C. Oliveira, Alvaro Gaurda
2016	B	`conf`	A new irregular spatial cluster detection through multi-objective particle swarm optimization. CEC Denis Xavier, Gladston Moreira, Eduardo José da S. Luz, Marcone J. F. Souza
2016	J	`jnl`	ECG-based heartbeat classification for arrhythmia detection: A survey. Comput. Methods Programs Biomed. Eduardo José da S. Luz, William Robson Schwartz, Guillermo Cámara Chávez, David Menotti
2016	B	`conf`	Improving automatic cardiac arrhythmia classification: Joining temporal-VCG, complex networks and SVM classifier. IJCNN Gabriel Garcia, Gladston J. P. Moreira, Eduardo José da S. Luz, David Menotti
2016	B	`conf`	Optimizing acceptance frontier using PSO and GA for multiple signature iris recognition. CEC Gladston J. P. Moreira, Eduardo José da S. Luz, David Menotti
2015	—	`conf`	An Approach to Iris Contact Lens Detection Based on Deep Image Representations. SIBGRAPI Pedro Silva, Eduardo José da S. Luz, Rafael Baeta, Hélio Pedrini, Alexandre Xavier Falcão, David Menotti
2015	—	`conf`	Automatic cardiac arrhythmia detection and classification using vectorcardiograms and complex networks. EMBC Vinícius A. P. Queiroz, Eduardo José da S. Luz, Gladston J. P. Moreira, Alvaro Guarda, David Menotti
2015	C	`conf`	Denoising Autoencoder for Iris Recognition in Noncooperative Environments. CIARP Eduardo José da S. Luz, David Menotti
2014	J	`jnl`	Evaluating the use of ECG signal in low frequencies as a biometry. Expert Syst. Appl. Eduardo José da S. Luz, David Menotti, William Robson Schwartz
2013	J	`jnl`	ECG arrhythmia classification based on optimum-path forest. Expert Syst. Appl. Eduardo José da S. Luz, Thiago M. Nunes, Victor Hugo C. de Albuquerque, João P. Papa, David Menotti
2011	—	`conf`	How the choice of samples for building arrhythmia classifiers impact their performances. EMBC Eduardo José da S. Luz, David Menotti