IEEE

Analyzing the Influence of Twitter Public Sentiment on Starbucks Stock Direction: A Naive Bayes Classification and Statistical Approach

Abstract: This study investigates the relationship between public sentiment on Twitter and the market stocks movement of Starbucks Corporation (SBUX). Unlike many previous studies that primarily focus ...
Open Heart

Artificial intelligence-based clustering to identify functional risk phenotypes in heart failure

Background Patients with heart failure (HF) frequently suffer from undetected declines in cardiorespiratory fitness (CRF), ...
IEEE

Jointly Optimizing Data Discretization and Naive Bayes Classifier via Multi-Objective Optimization

Abstract: Data discretization plays a critical role in enhancing the performance of the naive Bayes classifier. Traditional data discretization methods often utilize a two-stage framework, where data ...
GitHub

Hand-Drawn Shape Classifier

This project aims to detect and classify 16x16 pixel drawings into 10 categories (Sun, Moon, Tree, etc.) using linear and probabilistic models. The main focus was not just to use high-level libraries, ...