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Prerna Chikersal
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2020 – today
- 2021
- [j3]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, Eve A. Riskin, Anind K. Dey, Jennifer Mankoff:
Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(1): 41:1-41:27 (2021) - [j2]Prerna Chikersal
, Afsaneh Doryab, Michael J. Tumminia, Daniella K. Villalba, Janine M. Dutcher
, Xinwen Liu, Sheldon Cohen, Kasey G. Creswell, Jennifer Mankoff, J. David Creswell, Mayank Goel, Anind K. Dey:
Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection. ACM Trans. Comput. Hum. Interact. 28(1): 3:1-3:41 (2021) - 2020
- [c4]Prerna Chikersal, Danielle Belgrave, Gavin Doherty
, Angel Enrique, Jorge E. Palacios, Derek Richards, Anja Thieme:
Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention. CHI 2020: 1-16
2010 – 2019
- 2019
- [j1]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:
Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(3): 116:1-116:33 (2019) - 2017
- [c3]Prerna Chikersal, Maria Tomprou, Young Ji Kim, Anita Williams Woolley
, Laura Dabbish
:
Deep Structures of Collaboration: Physiological Correlates of Collective Intelligence and Group Satisfaction. CSCW 2017: 873-888 - 2015
- [c2]Prerna Chikersal, Soujanya Poria
, Erik Cambria
, Alexander F. Gelbukh
, Chng Eng Siong:
Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning. CICLing (2) 2015: 49-65 - [c1]Prerna Chikersal, Soujanya Poria, Erik Cambria
:
SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning. SemEval@NAACL-HLT 2015: 647-651
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