8 citations · 8 across the 3 of their papers we have counts for
3 papers
Understanding health and behavioral trends of successful students through machine learning models
Abigale Kim, Fateme Nikseresht, Janine M. Dutcher +8
This study analyzes patterns of physical, mental, lifestyle, and personality factors in college students in different periods over the course of a semester and models their relatio…
Can Smartphone Co-locations Detect Friendship? It Depends How You Model It
Momin M. Malik, Afsaneh Doryab, Michael Merrill +2
We present a study to detect friendship, its strength, and its change from smartphone location data collectedamong members of a fraternity. We extract a rich set of co-location fea…
Extraction of Behavioral Features from Smartphone and Wearable Data
Afsaneh Doryab, Prerna Chikarsel, Xinwen Liu +1
The rich set of sensors in smartphones and wearable devices provides the possibility to passively collect streams of data in the wild. The raw data streams, however, can rarely be…