Publications
2020
MM Malik, A Doryab, M Merrill, AK Dey
arXiv preprint arXiv:2008.02919, July 2020
A Deep Learning Framework for Prediction of Readmission Risk After Cancer Surgery From Mobile Data Streams
A Doryab
Proceedings of Deep Learning for Wellbeing Applications Leveraging Mobile Devices and Edge Computing, June 2020
Ben Carper, Dillon McGowan, Samantha Miller, Joe Nelson, Leah Palombi, Lina Romeo, Kayla Spigelman, Afsaneh Doryab
2020 Systems and Information Engineering Design Symposium (SIEDS), April 2020
CoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams [PDF]
Runze Yan, Xinwen Liu, Janine Dutcher, Michael Tumminia, Daniella Villalba, Sheldon Cohen, David Creswell, Kasey Creswell, Jennifer Mankoff, Anind Dey, Afsaneh Doryab
bioRxiv, Jan 2020
2019
Aaron M Roth, Samantha Reig, Umang Bhatt, Jonathan Shulgach, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso
2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), Oct 2019
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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Sept 2019
Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data [PDF]
Afsaneh Doryab, Daniella K Villalba, Prerna Chikersal, Janine M Dutcher, Michael Tumminia, Xinwen Liu, Sheldon Cohen, Kasey Creswell, Jennifer Mankoff, John D Creswell, Anind K Dey
JMIR mHealth and uHealth, July 2019
Jiawei Chen, Afsaneh Doryab, Benjamin V Hanrahan, Alaaeddine Yousfi, Jordan Beck, Xiying Wang, Victoria Bellotti, Anind K Dey, John M Carroll
International Conference on Information, March 2019
Afsaneh Doryab, Anind K Dey, Grace Kao, Carissa Low
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, March 2019
2018
Afsaneh Doryab, Prerna Chikarsel, Xinwen Liu, Anind K Dey
arXiv preprint arXiv:1812.10394, Dec 2018
Aaron M Roth, Umang Bhatt, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso
arXiv preprint arXiv:1806.03671, June 2018
Afsaneh Doryab
Technology and Adolescent Mental Health, March 2018
2017
If It’s Convenient: Leveraging Context in Peer-to-Peer Variable Service Transaction Recommendations [PDF]
Afsaneh Doryab, Victoria Bellotti, Alaaeddine Yousfi, Shuobi Wu, John M Carroll, Anind K Dey
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Sept 2017
Estimation of Symptom Severity During Chemotherapy from Passively Sensed Data: Exploratory Study [PDF]
Afsaneh Doryab, Victoria Bellotti, Alaaeddine Yousfi, Shuobi Wu, John M Carroll, Anind K Dey
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Sept 2017
2016
AC BD, Christine Bauer, Afsaneh Doryab
Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, May 2016
'MASTerful'Matchmaking in Service Transactions: Inferred Abilities, Needs and Interests versus Activity Histories [PDF]
Hyunggu Jung, Victoria Bellotti, Afsaneh Doryab, Dean Leitersdorf, Jiawei Chen, Benjamin V Hanrahan, Sooyeon Lee, Dan Turner, Anind K Dey, John M Carroll
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, May 2016
Anthony Tomasic, Aaron Steinfeld, John Zimmerman, Afsaneh Doryab
University Transportation Centers Program (US)
2015
Impact Factor Analysis: Combining Prediction With Parameter Ranking to Reveal the Impact of Behavior on Health Outcome [PDF]
Afsaneh Doryab, Mads Frost, Maria Faurholt-Jepsen, Lars V Kessing, Jakob E Bardram
Personal and Ubiquitous Computing, July 2015
2014
Afsaneh Doryab, Jun Ki Min, Jason Wiese, John Zimmerman, Jason Hong
KDD 2014 Workshop on Connected Health at Big Data Era, July 2014
Afsaneh Doryab, Jun Ki Min, Jason Wiese, John Zimmerman, Jason Hong
Modern Artificial Intelligence for Health Analytics Workshop at the Twenty-Eighth AAAI Conference on Artificial Intelligence, June 2014
Nicholas D Lane, Mu Lin, Mashfiqui Mohammod, Xiaochao Yang, Hong Lu, Giuseppe Cardone, Shahid Ali, Afsaneh Doryab, Ethan Berke, Andrew T Campbell, Tanzeem Choudhury
Mobile Networks and Applications, June 2014
Jun-Ki Min, Afsaneh Doryab, Jason Wiese, Shahriyar Amini, John Zimmerman, Jason I Hong
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, April 2014
2013
Supporting Disease Insight Through Data Analysis: Refinements of the MONARCA Self-Assessment System [PDF]
Mads Frost, Afsaneh Doryab, Maria Faurholt-Jepsen, Lars Vedel Kessing, Jakob E Bardram
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Sept 2013
Disease Insights Through Analysis: Using Machine Learning to Provide Feedback in the MONARCA System [PDF]
Mads Frost, Afsaneh Doryab, Jakob E Bardram
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare, May 2013
2012
Mu Lin, Nicholas D Lane, Mashfiqui Mohammod, Xiaochao Yang, Hong Lu, Giuseppe Cardone, Shahid Ali, Afsaneh Doryab, Ethan Berke, Andrew T Campbell, Tanzeem Choudhury
Proceedings of the Conference on Wireless Health, Oct 2012
Activity Recognition in Collaborative Environments
Afsaneh Doryab, Julian Togelius
The 2012 International Joint Conference on Neural Networks (IJCNN), June 2012
Afsaneh Doryab, Julian Togelius, Jakob Bardram
Proceedings of the 2012 ACM International Conference on Intelligent User Interfaces, Feb 2012
2011
Afsaneh Doryab, Jakob Bardram
Proceedings of the 2011 International Qorkshop on Situation Activity & Goal Awareness, Sept 2011
Nicholas D Lane, Mashfiqui Mohammod, Mu Lin, Xiaochao Yang, Hong Lu, Shahid Ali, Afsaneh Doryab, Ethan Berke, Tanzeem Choudhury, Andrew Campbell
5th International ICST Conference on Pervasive Computing Technologies for Healthcare, May 2011
Jakob E Bardram, Afsaneh Doryab, Rune M Jensen, Poul M Lange, Kristian LG Nielsen, Søren T Petersen
2011 IEEE International Conference on Pervasive Computing and Communications (PerCom), March 2011
Jakob Bardram, Afsaneh Doryab
Proceedings of the ACM 2011 Conference on Computer Supported Cooperative Work, March 2011
Afsaneh Doryab, Jakob E Bardram
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation, Feb 2011
2009
Clinical Surfaces – Activity-Based Computing for Distributed Multi-Display Environments in Hospitals [PDF]
Jakob Bardram, Jonathan Bunde-Pedersen, Afsaneh Doryab, Steffen Sørensen
IFIP Conference on Human-Computer Interaction, July 2009
Afsaneh Doryab, Julian Togelius