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Anong Say ng Presidente Mo? Finding Patterns in the Presidentiables’ Tweets

Anong Say ng Presidente Mo? Finding Patterns in the Presidentiables’ Tweets

by AIM Team | Aug 9, 2022

Abstract As campaigns ramped up for the Philippine presidential election on May 9, 2022, the voting public was eager to learn more about the candidates’ platforms and political positions. Social media can be an instrument in gauging interest in the candidates and...
Prevention is Better than Cure: Predicting Illegal Drug Vulnerability among Filipino Youth

Prevention is Better than Cure: Predicting Illegal Drug Vulnerability among Filipino Youth

by AIM Team | Aug 5, 2019

Abstract Illegal drugs are one of the most important issues in the Philippines and has destroyed the lives of innocent people because of the effects of drug abuse such as child abuse, domestic violence and criminal activity. This study aims to predict the illegal drug...
Beating the Philippine Stock Market: A Machine Learning Approach to Portfolio Management

Beating the Philippine Stock Market: A Machine Learning Approach to Portfolio Management

by AIM Team | Sep 1, 2020

Abstract The stock market is one of the ways a person can earn passive income, and there have been many attempts to look for the holy grail, the trading strategy that can consistently yield profits for the investor. In this paper, we address the core problem of most...
Day-ahead Power Demand Forecasting of Luzon Power Grid using Gradient Boosting Regression Trees

Day-ahead Power Demand Forecasting of Luzon Power Grid using Gradient Boosting Regression Trees

by AIM Team | Sep 4, 2020

Abstract Reliable forecasting of electricity demand is key to ensuring sustainable supply-demand systems in the energy sector. Various approaches to improve reliability of forecasts range from the classical time series approaches to more data-driven machine learning...
PUTTING THE AI IN TRAIN: Predicting Passenger Volume of MRT-3 Using its Surrounding Amenities

PUTTING THE AI IN TRAIN: Predicting Passenger Volume of MRT-3 Using its Surrounding Amenities

by AIM Team | Sep 3, 2020

Abstract Mass urban transit has been considered a sustainable and efficient transport solution to developing megacities like Metro Manila, which are experiencing challenges due to rapid motorization, chronic traffic congestion, and deteriorating public transport...
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