I'm a 4th year Ph.D student in the School of Systems and Enterprises at Stevens Institute of Technology, advised by Dr. Sang Won Bae. My research goals focuses on applying my knowledge in applied machine learning, and affective computing to solve problems in various domains, including ubiquitous computing, mental health sensing and interaction techniques.
My projects have led to publications at premier academic venues in both Human-Computer Interaction and Artificial Intelligence like Pattern Recognition Letters, ICPR, ACM IUI, and IMWUT/UbiComp.
Publications
Leveraging Mobile Phone Sensors, Machine Learning, and Explainable Artificial Intelligence to Predict Imminent Same-Day Binge-drinking Events to Support Just-in-time Adaptive Interventions: Algorithm Development and Validation Study
Sang Won Bae, Brian Suffoletto, Tongze Zhang, Tammy Chung, Melik Ozolcer, Rahul Islam, Anind K Dey JMIR Formative Research 2023
Mobile phone sensor-based detection of subjective cannabis intoxication in young adults: A feasibility study in real-world settings
Sang Won Bae, Tammy Chung, Rahul Islam, Brian Suffoletto, Jiameng Du, Serim Jang, Yuuki Nishiyama, Raghu Mulukutla, Anind K Dey Drug and Alcohol Dependence 2021