Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students. - Xuhai Xu; Prerna Chikersal; Afsaneh Doryab; Daniella K. Villalba; Janine M. Dutcher; Michael J. Tumminia; Tim Althoff; Sheldon Cohen; Kasey G. Creswell; J. David Creswell; Jennifer Mankoff; Anind K. Dey (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

The Relationship Between Intelligence Mindset and Test Anxiety as Mediated by Effort Regulation. - Avital Pelakh; Melanie L. Good; Eric Kuo; Timothy Nokes-Malach; Michael J. Tumminia; Nabila Jamal-Orozco; Michael S. Diamond; Amy Adelman; Brian Galla (CogSci, 2021)

Understanding Health and Behavioral Trends of Successful Students Through Machine Learning Models. - Abigale Kim; Fateme Nikseresht; Janine M. Dutcher; Michael J. Tumminia; Daniella K. Villalba; Sheldon Cohen; Kasey Creswel; J. David Creswell; Anind K. Dey; Jennifer Mankoff; Afsaneh Doryab (IHIET (Strasbourg), 2021)

Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students. - Xuhai Xu; Prerna Chikersal; Janine M. Dutcher; Yasaman S. Sefidgar; Woosuk Seo; Michael J. Tumminia; Daniella K. Villalba; Sheldon Cohen; Kasey G. Creswell; J. David Creswell; Afsaneh Doryab; Paula S. Nurius; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection. - Prerna Chikersal; Afsaneh Doryab; Michael J. Tumminia; Daniella K. Villalba; Janine M. Dutcher; Xinwen Liu 004; Sheldon Cohen; Kasey G. Creswell; Jennifer Mankoff; J. David Creswell; Mayank Goel; Anind K. Dey (ACM Trans. Comput. Hum. Interact., 2021)

A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams. - Runze Yan; Xinwen Liu 004; Janine M. Dutcher; Michael J. Tumminia; Daniella K. Villalba; Sheldon Cohen; J. David Creswell; Kasey G. Creswell; Jennifer Mankoff; Anind K. Dey; Afsaneh Doryab (ACM Trans. Intell. Syst. Technol., 2022)