Machine Learning
Machine learning:
Many of Afsaneh Doryab's research projects utilize machine learning techniques to create predictive models and analysis of complex areas such as human behavior and health. Machine learning, paired with data mining and statistical analysis, is the foundation of understanding these complicated human patterns and working to subsequently improve human health and interactions.
2019
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
Springer, Cham, 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
Aaron M Roth, Umang Bhatt, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso
arXiv preprint arXiv:1806.03671, June 2018
2017
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
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
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), 2016
2015
Afsaneh Doryab, Mads Frost, Maria Faurholt-Jepsen, Lars V Kessing, Jakob E Bardram
Personal and Ubiquitous Computing, Feb 2015
2014
Afsaneh Doryab, Jun Ki Min, Jason Wiese, John Zimmerman, Jason Hong
Workshops 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
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
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
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 workshop 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
Afsaneh Doryab, Jakob E Bardram
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation, Feb 2011
Jakob E Bardram, Afsaneh Doryab
CSCW, March 2011