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Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection.

, , , , , , , , , , , and . ACM Trans. Comput. Hum. Interact., 28 (1): 3:1-3:41 (2021)

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Activity analysis: applying activity theory to analyze complex work in hospitals., and . CSCW, page 455-464. ACM, (2011)CLINICAL SURFACES - Activity-Based Computing for Distributed Multi-Display Environments in Hospitals., , , and . INTERACT (2), volume 5727 of Lecture Notes in Computer Science, page 704-717. Springer, (2009)If It's Convenient: Leveraging Context in Peer-to-Peer Variable Service Transaction Recommendations., , , , , and . Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 1 (3): 48:1-48:28 (2017)A Self Learning System for Emotion Awareness and Adaptation in Humanoid Robots., , , , and . RO-MAN, page 912-919. IEEE, (2022)Modeling Regularity and Predictability in Human Behavior from Multidimensional Sensing Signals and Personal Characteristics., , and . ICMLA, page 271-278. IEEE, (2023)Disease insights through analysis: Using machine learning to provide feedback in the MONARCA system., , and . PervasiveHealth, page 315-316. IEEE, (2013)Changing Your Tune: Lessons for Using Music to Encourage Physical Activity., and . Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 8 (2): 79:1-79:24 (May 2024)Detection of Behavior Change in People with Depression., , , , and . AAAI Workshop: Modern Artificial Intelligence for Health Analytics, volume WS-14-08 of AAAI Workshops, AAAI, (2014)Modeling Biobehavioral Rhythms with Passive Sensing in the Wild: A Case Study to Predict Readmission Risk after Pancreatic Surgery., , , and . Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 3 (1): 8:1-8:21 (2019)Activity-Based Computing - Metaphors and Technologies for Distributed User Interfaces., , and . Distributed User Interfaces, Springer, (2011)