Posts by Collection

Node Classification using Kernel Propagation in Graph Neural Networks

Published In: Expert Systems with Applications

Classification of unlabeled online media

Published In: Scientific Reports

Evaluation of biases in remote photoplethysmography methods

Published In: npj digital medicine

Detection of System Compromise in Additive Manufacturing Using Video Motion Magnification

Published In: Journal of Mechanical Design

Bounded Kalman filter method for motion-robust, non-contact heart rate estimation

Published In: Biomedical Optics Express

24-480: Artificial Intelligence and Machine Learning for Engineering

Undergraduate Course, , 2021

This course introduces algorithms that are at the center of modern-day artificial intelligence (AI) and machine learning (ML) techniques. The course takes an engineering-focused approach to AIML by investigating the wide array of sensors/sources of data available in the world, how these sensors/sources generate data, and algorithms and methods that are used to transform this data into knowledge/insights

24-787: Artificial Intelligence and Machine Learning for Engineering

Graduate Course, , 2023

This course provides an introduction to the fundamental methods and algorithms at the core of modern machine learning and artificial intelligence. It also covers theoretical foundations as well as essential algorithms and practical techniques for supervised and unsupervised learning.