Deep-Learning-Based Real-Time Road Traffic Prediction Using Long-Term Evolution Access Data. - Byoungsuk Ji; Ellen J. Hong (Sensors, 2019)

Breast Mass Classification Using eLFA Algorithm Based on CRNN Deep Learning Model. - Chang-Min Kim; Roy C. Park; Ellen J. Hong (IEEE Access, 2020)

Chest X-Ray Outlier Detection Model Using Dimension Reduction and Edge Detection. - Chang-Min Kim; Ellen J. Hong; Roy C. Park (IEEE Access, 2021)

Multimedia knowledge-based bridge health monitoring using digital twin. - Ji-Soo Kang; Kyungyong Chung; Ellen J. Hong (Multim. Tools Appl., 2021)

Urban traffic accident risk prediction for knowledge-based mobile multimedia service. - Roy C. Park; Ellen J. Hong (Pers. Ubiquitous Comput., 2022)

SST-GCN: The Sequential based Spatio-Temporal Graph Convolutional networks for Minute-level and Road-level Traffic Accident Risk Prediction. - Tae-Wook Kim; Han-Jin Lee; Hyeon-Jin Jung; Ji-Woong Yang; Ellen J. Hong (CoRR, 2024)

Predicting Traffic Accident Risk in Seoul Metropolitan City: A Dataset Construction Approach. - Ji-Woong Yang; Hyeon-Jin Jung; Tae-Wook Kim; Han-Jin Lee; Ellen J. Hong (IEEE Access, 2025)