Banca de DEFESA: KELYSON NUNES DOS SANTOS

Uma banca de DEFESA de MESTRADO foi cadastrada pelo programa.
DISCENTE : KELYSON NUNES DOS SANTOS
DATA : 28/07/2016
HORA: 14:00
LOCAL: Sala de reuniões NPITI
TÍTULO:

A Study Machine Learning Techniques for Event Prediction through Neurophysiological data: an Epilepsy case study

PALAVRAS-CHAVES:

event prediction, epilepsy, ensembles

PÁGINAS: 100
GRANDE ÁREA: Ciências Exatas e da Terra
ÁREA: Ciência da Computação
SUBÁREA: Sistemas de Computação
ESPECIALIDADE: Teleinformática
RESUMO:

Event prediction from neurophysiological data has many variables which must be analyzed in different moments, since data acquisition and registry to its post-processing. Hence, choosing the algorithm that will process these data is a very important step, for processing time and accuracy of results are determinant factors for a diagnosis auxiliary tool. Tasks of classification and prediction also help in understanding brain cell's networks interactions. This work studies Data Mining techniques with different features to analyzing their impact on the task of event prediction from neurophysiological data and purposes use of ensembles to optimize the performance of event prediction task through computational low-cost techniques.

MEMBROS DA BANCA:
Presidente - 2212166 - BENJAMIN RENE CALLEJAS BEDREGAL
Interno - 1699087 - AUGUSTO JOSE VENANCIO NETO
Externo à Instituição - FABRICIO LIMA BRASIL - IINN
Externo à Instituição - RENAN CIPRIANO MOIOLI - IINN