Banca de QUALIFICAÇÃO: BRUNO DOS SANTOS FERNANDES DA SILVA

Uma banca de QUALIFICAÇÃO de MESTRADO foi cadastrada pelo programa.
STUDENT : BRUNO DOS SANTOS FERNANDES DA SILVA
DATE: 05/10/2020
TIME: 09:00
LOCAL: Google Meets
TITLE:

An investigative analysis of Brazilian Judicial Data using Machine Learning Techniques

KEY WORDS:

Judicial Sentences, Machine Learning, Supervised, Unsupervised, Data analytics, Datamining

PAGES: 40
BIG AREA: Ciências Exatas e da Terra
AREA: Ciência da Computação
SUBÁREA: Matemática da Computação
SPECIALTY: Modelos Analíticos e de Simulação
SUMMARY:

Brazilian Courts have been working in virtualization of judicial processes since this century's rise, leading to a revolution in relations, services and labor force. A huge volume of data has been produced and computational techniques have been an intimate ally to keeping business processes under control and delivering services as juridical clients expect. However, there has never been any discussion about the use of intelligent solutions for this end as well as any issues related with automatic predicting and decision making using historical data in context. One of the problems that has already come to light is the bias in judicial datasets around the world. Thus, this work will focus on evaluating, applying and understanding resources with the end of better using machine learning techniques when working on judicial systems, and, therefore, raising the discussion related to secondary issues. We aim to present objective experiments over data using clustering algorithms and supervised traditional classifications techniques.

BANKING MEMBERS:
Presidente - 2524467 - MARJORY CRISTIANY DA COSTA ABREU
Externo ao Programa - 2353000 - ELIAS JACOB DE MENEZES NETO
Externa ao Programa - 2938129 - LAURA EMMANUELLA ALVES DOS SANTOS SANTANA DE OLIVEIRA
Externa ao Programa - 1753047 - MARIANA DE SIQUEIRA