Banca de DEFESA: Matheus Gorito de Paula

Uma banca de DEFESA de MESTRADO foi cadastrada pelo programa.
STUDENT : Matheus Gorito de Paula
DATE: 19/09/2022
TIME: 10:00
LOCAL: https://teams.microsoft.com/l/meetup-join/19%3ameeting_NzFkMWNjZmYtOGNlMi00MDBjLWE1MzUtYzU2NWExNGFjZ
TITLE:

Cross learning for univariate time series forecasting

KEY WORDS:

Machine Learning. Time Series. Boosting. Ensemble

PAGES: 50
BIG AREA: Ciências Exatas e da Terra
AREA: Probabilidade e Estatística
SUMMARY:

Machine Learning is the method that computers have to learn patterns and behaviors through associations of different data. Within Machine Learning methods, this work focuses on Boosting and Ensemble techniques. Time Series Forecast Competitions are competitions that aim to evaluate and compare the accuracy of Time Series methods. In this project, we will use the Time Series database from the M3 competition to make predictions using the Series reference models storms. Afterward, we will train a Boosting model with the result of the predictions in order to obtain more efficient results in competitions.

BANKING MEMBERS:
Externo à Instituição - FLÁVIO LUIZ DE MORAES BARBOZA - UFU
Interno - 3000020 - GUILHERME SOUZA RODRIGUES
Interno - 3000126 - JOSE AUGUSTO FIORUCCI