GitHub

pyforeca: Forecastable Component Analysis (ForeCA) in Python

Unlike PCA (maximum variance) or ICA (maximum independence), ForeCA finds components that are maximally forecastable. This makes it ideal for time series analysis where prediction is often the primary ...
IEEE

Big Data-Driven Multilingual and Multimodal Deep Learning Framework for Twitter Sentiment Analysis

Abstract: Social media sites like Twitter have spread so fast that huge quantities of multilingual and multimodal content have been produced and sentiment analysis has become an indispensable tool to ...
IEEE

Analyzing Twitter Sentiment on Stock Using the Bidirectional Encoder Representations (BERT) Based on the Transformer Model

Abstract: This study explores sentiment analysis on Indonesian social media data related to stock investments, focused on GOTO stocks. Using the Knowledge Discovery in Database (KDD) methodology, data ...
GitHub

IBM HR Analytics — Employee Attrition Analysis

🔴 Top 3 Attrition Risk Factors: 1. Overtime is the #1 driver Employees working overtime leave at 30.53% vs 10.44% for those who don't — nearly 3x the rate. Reducing mandatory overtime could have an ...