This Github repo contains all lesson files for Machine Learning in R. The goal is to impart students with the basic tools to construct, evaluate and compare various machine learning models, using ...
Abstract: This paper describes development and testing of a method for estimation of electromechanic modes and corresponding mode shapes from frequency or voltage angle measurements in Wide Area ...
ABSTRACT: Customer churn poses a significant challenge for the banking and finance industry in the United States, directly affecting profitability and market share. This study conducts a comprehensive ...
An illustration of a magnifying glass. An illustration of a magnifying glass.
The goal of this course is to introduce students to classical approaches of statistical learning. The information age has resulted in masses of multivariate data in many fields: finance, marketing, ...
ABSTRACT: Air quality is a critical concern for public health and environmental regulation. The Air Quality Index (AQI), a widely adopted index by the US Environmental Protection Agency (EPA), serves ...
Abstract: Learning algorithms have become an integral component to modern engineering solutions. Examples range from self-driving cars and recommender systems to finance and even critical ...