Computer Science

Donghwoon Kwon

Assistant Professor of Computer Science and Engineering

Contact

+1 630 637 5169
dkwon@noctrl.edu

Office Location

WSC144

Profile Picture

Selected Scholarship

J. Buhr, E. Nybo, N. Campanella, and D. Kwon, “Feasibility of the Neural Network Model for Stock Price Prediction,” Journal of Industrial Information Technology and Application (JIITA), Vol. 8, No. 4, pp. 1022-1030, Dec. 2024, ISSN: 2586-0852

D. Kwon, R. Neagu, K. Onish, A. Shah, and J. Ryu, “Unsupervised Learning Model for Network Anomaly Detection Using an Imbalanced Dataset,” The 20th International Conference on Multimedia Information Technology and Applications (MITA 2024), July 23, 2024, Taiwan

D. Kwon, N. Chennaiepalem, J. Lee, and J. Kim, “Feasibility of Transfer Learning for Network Anomaly Detection,” 2024 International Symposium on Innovation Information Technology and Application (ISIITA 2024), January 15, 2024, Cebu Island, Philippines

D. Kwon, R. Neagu, P. Rasakonda, J. Ryu, and J. Kim, “Evaluating Unbalanced Network Data for Attack Detection,” In Proceedings of the 2023 Systems and Network Telemetry and Analytics (SNTA ’23), June 20, 2023, Orlando, FL, USA

Courses Taught

CSCE210 Data Structures

CSCE340 Algorithm Design and Analysis

CSCE460 Database Systems

CSCE464 Data Mining and Machine Learning

Areas of Interest

Data Mining

Artificial Intelligence

Network Security / Monitoring in conjunction with Machine Learning and Deep Learning

IT / IS Project Management with Software Engineering and Database Management

Degrees

Bachelor of Computer Engineering, Daegu University, 2008; M.S., University of Alaska Anchorage, 2010; Doctor of Science, Towson University, 2015.