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Afsaneh Doryab
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Publications
- 2022
- [j12]Runze Yan, Whitney R. Ringwald, Julio Vega, Madeline Kehl, Sangwon Bae, Anind K. Dey, Carissa A. Low, Aidan G. C. Wright, Afsaneh Doryab:
Exploratory machine learning modeling of adaptive and maladaptive personality traits from passively sensed behavior. Future Gener. Comput. Syst. 132: 266-281 (2022) - [j10]Runze Yan, Xinwen Liu, Janine M. Dutcher, Michael J. Tumminia, Daniella K. Villalba, Sheldon Cohen, J. David Creswell, Kasey G. Creswell, Jennifer Mankoff, Anind K. Dey, Afsaneh Doryab:
A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams. ACM Trans. Intell. Syst. Technol. 13(3): 47:1-47:27 (2022) - 2021
- [j8]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) - [j7]Chen Qian, Patraporn Leelaprachakul, Matthew Landers, Carissa A. Low, Anind K. Dey, Afsaneh Doryab:
Prediction of Hospital Readmission from Longitudinal Mobile Data Streams. Sensors 21(22): 7510 (2021) - [j6]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) - [c20]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:
Understanding Health and Behavioral Trends of Successful Students Through Machine Learning Models. IHIET (Strasbourg) 2021: 516-525 - [i7]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:
Understanding health and behavioral trends of successful students through machine learning models. CoRR abs/2102.04212 (2021) - 2020
- [i5]Momin M. Malik, Afsaneh Doryab, Michael Merrill, Jürgen Pfeffer, Anind K. Dey:
Can Smartphone Co-locations Detect Friendship? It Depends How You Model It. CoRR abs/2008.02919 (2020) - 2019
- [j5]Afsaneh Doryab, Anind K. Dey, Grace Kao, Carissa A. Low:
Modeling Biobehavioral Rhythms with Passive Sensing in the Wild: A Case Study to Predict Readmission Risk after Pancreatic Surgery. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(1): 8:1-8:21 (2019) - [j4]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) - [c15]Jiawei Chen, Afsaneh Doryab, Benjamin V. Hanrahan, Alaaeddine Yousfi, Jordan Beck, Xiying Wang, Victoria Bellotti, Anind K. Dey, John M. Carroll:
Context-Aware Coproduction: Implications for Recommendation Algorithms. iConference 2019: 565-577 - 2018
- [i1]Afsaneh Doryab, Prerna Chikarsel, Xinwen Liu, Anind K. Dey:
Extraction of Behavioral Features from Smartphone and Wearable Data. CoRR abs/1812.10394 (2018) - 2017
- [j3]Afsaneh Doryab, Victoria Bellotti, Alaaeddine Yousfi, Shuobi Wu, John M. Carroll, Anind K. Dey:
If It's Convenient: Leveraging Context in Peer-to-Peer Variable Service Transaction Recommendations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 48:1-48:28 (2017) - 2016
- [c12]Hyunggu Jung, Victoria Bellotti, Afsaneh Doryab, Dean Leitersdorf, Jiawei Chen, Benjamin V. Hanrahan, Sooyeon Lee, Daniel Turner, Anind K. Dey, John M. Carroll:
'MASTerful' Matchmaking in Service Transactions: Inferred Abilities, Needs and Interests versus Activity Histories. CHI 2016: 1644-1655
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