Jefferson Tales Oliva

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 18

Top Topics

Epileptic Seizures

Spectral Features

Structured Databases

Top Venues

Expert Syst. Appl.

Biomed. Signal Process. Control.

Publications

Dionathan Luan de Vargas, Jefferson Tales Oliva, Marcelo Teixeira, Dalcimar Casanova, João Luís Garcia Rosa
Feature extraction and selection from electroencephalogram signals for epileptic seizure diagnosis. Neural Comput. Appl. 35 (16) (2023)
Lucas Caldeira de Oliveira, Jefferson Tales Oliva, Matheus Henrique Dal Molin Ribeiro, Marcelo Teixeira, Dalcimar Casanova
Forecasting the COVID-19 Space-Time Dynamics in Brazil With Convolutional Graph Neural Networks and Transport Modals. IEEE Access 10 (2022)
Ricardo R. Lângaro, Marcelo Teixeira, Richardson Ribeiro, Jefferson Tales Oliva, Marco A. C. Barbosa
Optimization of Switch Allocation Problems in Power Distribution Networks. J. Sens. Actuator Networks 11 (4) (2022)
Jefferson Tales Oliva, João Luís Garcia Rosa
Binary and multiclass classifiers based on multitaper spectral features for epilepsy detection. Biomed. Signal Process. Control. 66 (2021)
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
A video indexing and retrieval computational prototype based on transcribed speech. Multim. Tools Appl. 80 (25) (2021)
Edesio Alcobaça, Felipe Siqueira, Adriano Rivolli, Luís Paulo F. Garcia, Jefferson Tales Oliva, André C. P. L. F. de Carvalho
MFE: Towards reproducible meta-feature extraction. J. Mach. Learn. Res. 21 (2020)
Robison Cris Brito, Carlos Vinícius Ferrareze, Fábio Favarim, Jefferson Tales Oliva, Eduardo Todt
A Novel System for Ammonia Gas Control in Broiler Production Environment. ICICT (2020)
Jefferson Tales Oliva, João Luís Garcia Rosa
Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection. CoRR (2020)
Jefferson Tales Oliva, João Luís Garcia Rosa
Epilepsy detection using multiclass classifier based on spectral features. IJCNN (2019)
Jefferson Tales Oliva, João Luís Garcia Rosa
Classification for EEG report generation and epilepsy detection. Neurocomputing 335 (2019)
Jefferson Tales Oliva, Huei Diana Lee, Newton Spolaôr, Weber Shoity Resende Takaki, Cláudio Saddy Rodrigues Coy, João José Fagundes, Feng Chung Wu
A computational system based on ontologies to automate the mapping process of medical reports into structured databases. Expert Syst. Appl. 115 (2019)
Jefferson Tales Oliva, João Luís Garcia Rosa
Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. IJCNN (2018)
Huei Diana Lee, Ana Isabel Mendes, Newton Spolaôr, Jefferson Tales Oliva, Antonio Rafael Sabino Parmezan, Feng Chung Wu, Rui Fonseca-Pinto
Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines. Knowl. Based Syst. 158 (2018)
Jefferson Tales Oliva, João Luís Garcia Rosa
The use of one-class classifiers for differentiating healthy from epileptic EEG segments. IJCNN (2017)
Jefferson Tales Oliva, João Luís Garcia Rosa
How an epileptic EEG segment, used as reference, can influence a cross-correlation classifier? Appl. Intell. 47 (1) (2017)
Jefferson Tales Oliva, Huei Diana Lee, Newton Spolaôr, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
Prototype system for feature extraction, classification and study of medical images. Expert Syst. Appl. 63 (2016)
Jefferson Tales Oliva, João Luís Garcia Rosa
Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance. ICANN (1) (2016)
Jefferson Tales Oliva, João Luís Garcia Rosa
Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning Techniques. BIRS-IMLKE (2015)