Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning Techniques. - Jefferson Tales Oliva; João Luís Garcia Rosa (BIRS-IMLKE, 2015)

Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance. - Jefferson Tales Oliva; João Luís Garcia Rosa (ICANN (1), 2016)

Prototype system for feature extraction, classification and study of medical images. - Jefferson Tales Oliva; Huei Diana Lee; Newton Spolaôr; Cláudio Saddy Rodrigues Coy; Feng Chung Wu (Expert Syst. Appl., 2016)

Differentiation Between Normal and Epileptic EEG Using K-Nearest-Neighbors Technique. - Jefferson Tales Oliva; João Luís Garcia Rosa (Machine Learning for Health Informatics, 2016)

The use of one-class classifiers for differentiating healthy from epileptic EEG segments. - Jefferson Tales Oliva; João Luís Garcia Rosa (IJCNN, 2017)

How an epileptic EEG segment, used as reference, can influence a cross-correlation classifier? - Jefferson Tales Oliva; João Luís Garcia Rosa (Appl. Intell., 2017)

Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. - Jefferson Tales Oliva; João Luís Garcia Rosa (IJCNN, 2018)

Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines. - Huei Diana Lee; Ana Isabel Mendes; Newton Spolaôr; Jefferson Tales Oliva; Antonio Rafael Sabino Parmezan; Feng Chung Wu; Rui Fonseca-Pinto (Knowl. Based Syst., 2018)

Epilepsy detection using multiclass classifier based on spectral features. - Jefferson Tales Oliva; João Luís Garcia Rosa (IJCNN, 2019)

A computational system based on ontologies to automate the mapping process of medical reports into structured databases. - Jefferson Tales Oliva; Huei Diana Lee; Newton Spolaôr; Weber Shoity Resende Takaki; Cláudio Saddy Rodrigues Coy; João José Fagundes; Feng Chung Wu (Expert Syst. Appl., 2019)

Classification for EEG report generation and epilepsy detection. - Jefferson Tales Oliva; João Luís Garcia Rosa (Neurocomputing, 2019)

A Novel System for Ammonia Gas Control in Broiler Production Environment. - Robison Cris Brito; Carlos Vinícius Ferrareze; Fábio Favarim; Jefferson Tales Oliva; Eduardo Todt (ICICT, 2020)

MFE: Towards reproducible meta-feature extraction. - Edesio Alcobaça; Felipe Siqueira; Adriano Rivolli; Luís Paulo F. Garcia; Jefferson Tales Oliva; André C. P. L. F. de Carvalho (J. Mach. Learn. Res., 2020)

Binary and multiclass classifiers based on multitaper spectral features for epilepsy detection. - Jefferson Tales Oliva; João Luís Garcia Rosa (Biomed. Signal Process. Control., 2021)

A video indexing and retrieval computational prototype based on transcribed speech. - Newton Spolaôr; Huei Diana Lee; Weber Shoity Resende Takaki; Leandro Augusto Ensina; Antonio Rafael Sabino Parmezan; Jefferson Tales Oliva; Cláudio Saddy Rodrigues Coy; Feng Chung Wu (Multim. Tools Appl., 2021)

Forecasting the COVID-19 Space-Time Dynamics in Brazil With Convolutional Graph Neural Networks and Transport Modals. - Lucas Caldeira de Oliveira; Jefferson Tales Oliva; Matheus Henrique Dal Molin Ribeiro; Marcelo Teixeira; Dalcimar Casanova (IEEE Access, 2022)

Optimization of Switch Allocation Problems in Power Distribution Networks. - Ricardo R. Lângaro; Marcelo Teixeira; Richardson Ribeiro; Jefferson Tales Oliva; Marco A. C. Barbosa (J. Sens. Actuator Networks, 2022)

Feature extraction and selection from electroencephalogram signals for epileptic seizure diagnosis. - Dionathan Luan de Vargas; Jefferson Tales Oliva; Marcelo Teixeira; Dalcimar Casanova; João Luís Garcia Rosa (Neural Comput. Appl., 2023)

Analyzing Similarity and Quality of Neonate Fingerprint Images subject to a Super-Resolution Technique. - Barbara de Oliveira Koop; João Leonardo H. D. Agnol; Luiz Fernando Puttow Southier; Luiz Antonio Zanlorensi; Jefferson Tales Oliva; Marcelo Teixeira; Dalcimar Casanova (BIOSIG, 2024)

Análise de Desempenho em Banco de Dados Temporais Aplicado no Cenário de Dados de Potência Elétrica. - Vitor O. Santos; Viviane Dal Molin; Jefferson Tales Oliva; Ives Renê Venturini Pola (SBBD, 2024)

Recursive Class Connectivity Classification (R3C) Applied to Binary Image Segmentation for Improved Infant Fingerprint Enhancement. - João Leonardo H. D. Agnol; Luiz Fernando Puttow Southier; Jefferson Tales Oliva; Marcelo Teixeira; Rodrigo Minetto; Marcelo Filipak; Dalcimar Casanova; Érick Oliveira Rodrigues (IEEE Access, 2025)

A Super-Resolution Approach for Image Resizing of Infant Fingerprints With Vision Transformers. - João H. P. Machado; Barbara de Oliveira Koop; Marcelo Filipak; Marco A. C. Barbosa; Jefferson Tales Oliva; Luiz Fernando Puttow Southier; Dalcimar Casanova; Marcelo Teixeira (IEEE Access, 2025)

The Use of Long Short-Term Memory Models to Estimate Soybean Pricing: A Regional Climate Data Evaluation From Brazil. - Jefferson Tales Oliva; Otávio Pigozzo Martelli; Marco A. C. Barbosa; Viviane Dal Molin; Dalcimar Casanova; Marcelo Teixeira (IEEE Access, 2025)

Construction of Rolled Digital for Newborns Using Image Registration. - Wesley Augusto Catuzzo de Bona; Jefferson Tales Oliva; Luiz Fernando Puttow Southier; Fábio Favarim; Marcelo Teixeira; Dalcimar Casanova (RITA, 2025)

The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection. - Luiz Antonio Nicolau Anghinoni; Gustavo Weber Denardin; Jadson Castro Gertrudes; Dalcimar Casanova; Jefferson Tales Oliva (CoRR, 2025)

An on-production high-resolution longitudinal neonatal fingerprint database in Brazil. - Luiz Fernando Puttow Southier; Marcelo Filipak; Luiz Antonio Zanlorensi; Ildefonso Wasilevski; Fábio Favarim; Jefferson Tales Oliva; Marcelo Teixeira; Dalcimar Casanova (CoRR, 2025)

A Systematic Literature Review on Neonatal Fingerprint Recognition. - Luiz Fernando Puttow Southier; Gustavo Alexandre Tuchlinowicz Nunes; João Henrique Pereira Machado; Matheus Buratti; Pedro Henrique de Viveiros Trentin; Wesley Augusto Catuzzo de Bona; Barbara de Oliveira Koop; Elioenai Markson Ferreira Diniz; João Victor Costa Mazzochin; João Leonardo Harres Dall Agnol; Lucas Caldeira de Oliveira; Marcelo Filipak; et al. (ACM Comput. Surv., 2025)