Yixin Chen
Professor of Computer and Information Science
Phone Number: (662)915-7438
Email: yixin@olemiss.edu
https://john.cs.olemiss.edu/~ychen

Key Words: Machine learning, computer vision, data mining, artificial intelligence

Research Description: My research has focused on the design, analysis, implementation, and applications of machine learning algorithms. I am particularly interested in solving computational problems arising from real world applications.

Honors Theses:

Swenson, Arianna (2022) Improving Adjacency List Storage Methods for Polypeptide Similarity Analysis (full text)

Ghimire, Mukesh (2021) A Study of Deep Reinforcement Learning in Autonomous Racing Using DeepRacer Car (full text)

Dhakal, Aayush (2021) Non-Linear Dimensionality Reduction using Auto-Encoder for Optimized Malaria Infected Blood Cell Classifier (full text)

Tamrakar, Yunik (2020) Empirical Evaluation of Vehicle Detection, Tracking And Recognition Algorithms Operating On Real Time Video Feeds (full text)

Nagarkar, Harsh (2020) Evaluating Machine Learning Models for Semantic Segmentation over Cloud Images for Classification (full text)

Ravishankar, Adhithya (2017) The Ping-Pong Project. (full text)

Aloba, Aishat O. (2015) Estimating the Number of Components of a Spatial-Em Algorithm: an R Package. (full text)

Oswalt, Meghan Kathleen (2009) "GRaSS: Gear Rental and Sales System"