People
Faculty Information
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University of Florida Computer and Information Science and Engineering Parisa Rashidi, Ph.D.
Research Scientist |
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| Office Location: | CSE 452 |
| Office Phone: | (352) 505-1547 |
| Departmental FAX: | (352) 392-1220 |
| Email: | prashidi@cise.ufl.edu |
| Website: | http://www.cise.ufl.edu/~prashidi/ |
Interests
My research interests include data mining and machine learning with an emphasis on solving health informatics and ambient assisted living (AAL) problems. I am interested in sequential data mining, stream data mining, active learning, and domain adaptation.
Education
- Ph.D., Washington State University, 2011
- M.Sc., Washington State University, 2007
Selected Publications
- Parisa Rashidi, Diane J. Cook. Ask Me Better Questions: Active Learning Queries Based on Rule Induction. Proceedings of International Conference on Knowledge Discovery and Data Mining (KDD). 2011.
- Parisa Rashidi, Diane J. Cook, Larry Holder, Maureen Schmitter-Edgecombe. Discovering Activities to Recognize and Track in a Smart Environment, IEEE Transaction of Data and Knowledge Engineering (TKDE). 23(4):527-53, 2010.
- Parisa Rashidi, Diane J. Cook, Mining Sensor Streams for Discovering Human Activity Patterns Over Time. Proceedings of International Conference on Data Mining (ICDM), 2010.
- Parisa Rashidi, Diane J. Cook, "Activity Knowledge Transfer in Smart Environments", Journal of Pervasive and Mobile Computing (PMC). Issue 7: 331-343, 2011.
- Parisa Rashidi, Diane J. Cook, Domain Selection and Adaptation in Smart Homes. Proceedings of International Conference on Smart Homes and Health Telematics (ICOST), 2011.
- Parisa Rashidi and Diane J. Cook. Mining and Monitoring Patterns of Daily Routines for Assisted Living in Real World Settings. Proceedings of International Health Informatics Conference (IHI). 2010.