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Prerna Chikersal
Prerna Chikersal
Machine Learning Scientist at Tripadvisor
Bestätigte E-Mail-Adresse bei tripadvisor.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning
P Chikersal, S Poria, E Cambria
Proceedings of the International Workshop on Semantic Evaluation (SemEval-2015), 2015
1592015
Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning
P Chikersal, S Poria, E Cambria, A Gelbukh, CE Siong
Proceedings of the 16th International Conference on Intelligent Text …, 2015
1242015
Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data
A Doryab, DK Villalba, P Chikersal, JM Dutcher, M Tumminia, X Liu, ...
JMIR mHealth and uHealth 7 (7), e13209, 2019
1222019
Deep Structures of Collaboration
P Chikersal
Carnegie Mellon University Pittsburgh, PA, 2017
118*2017
Deep Structures of Collaboration: Physiological Correlates of Collective Intelligence and Group Satisfaction
P Chikersal, M Tomprou, YJ Kim, AW Woolley, L Dabbish
Proceedings of the 20th ACM Conference on Computer-Supported Cooperative …, 2017
1182017
Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students
X Xu, P Chikersal, A Doryab, DK Villalba, JM Dutcher, MJ Tumminia, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
1012019
Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection
P Chikersal, A Doryab, M Tumminia, DK Villalba, JM Dutcher, X Liu, ...
ACM Transactions on Computer-Human Interaction (TOCHI) 28 (1), 1-41, 2021
792021
Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention
P Chikersal, D Belgrave, G Doherty, A Enrique, JE Palacios, D Richards, ...
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
582020
Speaking out of turn: How video conferencing reduces vocal synchrony and collective intelligence
M Tomprou, YJ Kim, P Chikersal, AW Woolley, LA Dabbish
Plos one 16 (3), e0247655, 2021
522021
Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students
X Xu, P Chikersal, JM Dutcher, YS Sefidgar, W Seo, MJ Tumminia, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
442021
Predicting Multiple Sclerosis Outcomes during the COVID-19 Stay-at-Home Period: Observational Study Using Passively Sensed Behaviors and Digital Phenotyping
P Chikersal, S Venkatesh, K Masown, E Walker, D Quraishi, A Dey, ...
JMIR mental health, 2022
102022
Client device processing received emoji-first messages
K Bayer, P Chikersal, SK Nayar, BA Smith
US Patent 11,593,548, 2023
6*2023
Objective Measurement of Hyperactivity Using Mobile Sensing and Machine Learning: Pilot Study
O Lindhiem, M Goel, S Shaaban, KJ Mak, P Chikersal, J Feldman, ...
JMIR Formative Research 6 (4), e35803, 2022
62022
Personalized Emoji Dictionary
K Bayer, P Chikersal, SK Nayar, BA Smith
US Patent 11,531,406, 2022
52022
0258 Early Semester Sleep Variability Predicts Depression Among College Students
S Price, P Chikersal, A Doryab, D Villalba, J Dutcher, M Tumminia, ...
Sleep 43, A98, 2020
12020
Multimodal Behavioral Sensing for Precision Mental Health Care
P Chikersal
Carnegie Mellon University, 2023
2023
Correction: Speaking out of turn: How video conferencing reduces vocal synchrony and collective intelligence
M Tomprou, YJ Kim, P Chikersal, AW Woolley, LA Dabbish
Plos one 18 (6), e0287800, 2023
2023
Emoji-first messaging
K Bayer, P Chikersal, SK Nayar, BA Smith
US Patent App. 17/234,884, 2022
2022
LEVERAGING COLLABORATIVE-FILTERING FOR PERSONALIZED BEHAVIOR MODELING
X XU, YS SEFIDGAR, PS NURIUS, E RISKIN, AK DEY, J MANKOFF, ...
PROCEEDINGS OF THE ACM ON INTERACTIVE, MOBILE, WEARABLE AND UBIQUITOUS …, 2021
2021
Towards Using AI to Augment Human Support in Digital Mental Healthcare
P Chikersal, G Doherty, A Thieme
CHI 2020 workshop paper - Technology Ecosystems: Rethinking Resources for …, 2020
2020
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