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Evaluation of bottom-up and top-down strategies for aggregated forecasts: state space models and arima applications
(Universidad de la Costa, 2020)
OOF3: A Python engine for automating regional and coastal ocean forecasts
(2011)
Coastal and regional ocean forecasts can be currently performed on a daily basis due to the advances in numerical techniques and in computational resources. Maintenance of routine forecasts is a demanding
task from the ...
Automated model selection with applications to Brazilian industrial production index
(2019-10-23)
Brazilian Industrial Production Index undergoes different methodological updates and periods of high inflation over time, which prompts researchers to avoid using too long industrial production series. We analyze how ...
Forecasting Analytics
(ITESO, 2021)
Improvement of the demand forecasting methods for vehicle parts at an international automotive company.
(Universidad del ValleColombiaFACULTAD DE INGENIERÍAINGENIERIA INDUSTRIAL, 2018)
This study aims to improve the forecasting accuracy for the monthly material flows of an area forwarding based inbound logistics network for an international automotive company. Due to human errors, short-term changes in ...
Machine learning and oil price point and density forecasting
(Working Paper Series Brasília no. 544 February 2021 p. 1-100, 2021)
The purpose of this paper is to explore machine learning techniques to forecast the oil price. In the era of big data, we investigate whether new automated tools can improve over traditional approaches in terms of forecast ...
Automatizando o esporte: proposta de um software de auxílio à decisão em apostas esportivasAutomating sport: proposal for a decision-making software for sports betting
(Universidade Federal de UberlândiaBrasilEngenharia de Eletrônica e Telecomunicações, 2021)