基本信息
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职业迁徙
个人简介
Dr. Rashidi’s research is focused on developing context-aware assistive and therapeutic intelligent solutions using ambient and mobile sensor technology, with the underlying theme of data mining and machine learning. Her research methodology is to develop scalable data analysis techniques to tackle challenging problems that arise in the context of smart and connected health systems. Some of the projects in Dr. Rashidi’s lab include developing an intelligent mental health therapy tool using natural language processing and machine learning techniques, ambient monitoring of patients in the hospital using video and motion analysis, identifying and recommending ideal team structures in the hospitals, and monitoring older adults in the community using mobile sensors.
Honors and Awards:
• BMES Innovation & Career Development Award, 2015
• Invited Participant, Microsoft Faculty Summit Participant, 2015
Selected Publications:
Google Scholar Citations Link
Parisa Rashidi, Alex Mihailidis. A Survey on Ambient Assisted Living Tools for Older Adults. IEEE Journal of Biomedical and Health Informatics, vol.17, no.3, pp.579-590, May 2013.
Cook, D.J.; Krishnan, N.C.; Rashidi, P., Activity Discovery and Activity Recognition: A New Partnership, Cybernetics, IEEE Transactions on , vol.43, no.3, pp.820,828, June 2013.
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). Pages 904-912, 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. Keeping the Resident in the Loop: Adapting the Smart Home to the User, IEEE Transactions on Systems, Man, and Cybernetics, Part A (TSMC), 39(5):949-959, 2009.
研究兴趣
论文共 241 篇作者统计合作学者相似作者
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Yuanfang Ren, Chirayu Tripathi,Ziyuan Guan, Ruilin Zhu, Victoria Hougha,Yingbo Ma, Zhenhong Hu,Jeremy Balch,Tyler J. Loftus,Parisa Rashidi,Benjamin Shickel,Tezcan Ozrazgat-Baslanti,
arxiv(2024)
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Brandon Silva,Miguel Contreras,Sabyasachi Bandyopadhyay,Yuanfang Ren,Ziyuan Guan,Jeremy Balch,Kia Khezeli, Tezcan Ozrazgat Baslanti, Ben Shickel,Azra Bihorac,Parisa Rashidi
arxiv(2024)
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Yingbo Ma, Suraj Kolla, Dhruv Kaliraman, Victoria Nolan, Zhenhong Hu,Ziyuan Guan,Yuanfang Ren,Brooke Armfield,Tezcan Ozrazgat-Baslanti,Tyler J. Loftus,Parisa Rashidi,Azra Bihorac,
arxiv(2024)
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Hyewon Jeong,Sarah Jabbour,Yuzhe Yang, Rahul Thapta,Hussein Mozannar,William Jongwon Han,Nikita Mehandru,Michael Wornow,Vladislav Lialin,Xin Liu,Alejandro Lozano, Jiacheng Zhu,
Machine Learning for Health Workshoppp.1-12, (2024)
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Hyewon Jeong,Sarah Jabbour,Yuzhe Yang, Rahul Thapta,Hussein Mozannar,William Jongwon Han,Nikita Mehandru,Michael Wornow,Vladislav Lialin,Xin Liu,Alejandro Lozano, Jiacheng Zhu,
arxiv(2024)
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Yonggi Park,Yuanfang Ren,Benjamin Shickel,Ziyuan Guan, Ayush Patela,Yingbo Ma, Zhenhong Hu,Tyler J. Loftus,Parisa Rashidi,Tezcan Ozrazgat-Baslanti,Azra Bihorac
arxiv(2024)
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Jessica Sena,Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz,Andrea Davidson,Ziyuan Guan, Jesimon Barreto,Tezcan Ozrazgat-Baslanti,Patrick Tighe,Azra Bihorac,William Robson Schwartz,Parisa Rashidi
IEEE International Conference on Bioinformatics and Biomedicine workshops. IEEE International Conference on Bioinformatics and Biomedicine (2024): 2207-2212
Esra Adiyeke,Yuanfang Ren,Benjamin Shickel,Matthew M. Ruppert,Ziyuan Guan,Sandra L. Kane-Gill,Raghavan Murugan, Nabihah Amatullah, Britney A. Stottlemyer, Tiffany L. Tran, Dan Ricketts, Christopher M Horvat,
CoRR (2024)
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Yingbo Ma, Suraj Kolla, Zhenhong Hu, Dhruv Kaliraman, Victoria Nolan,Ziyuan Guan,Yuanfang Ren,Brooke Armfield,Tezcan Ozrazgat-Baslanti,Jeremy A. Balch,Tyler J. Loftus,Parisa Rashidi,
arxiv(2024)
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Brandon Frank,Sabyasachi Bandyopadhyay,Catherine Dion,Erin Formanski,Emily Matusz,Dana Penney,Randall Davis, Maureen K O'Connor,Rhoda Au,Shawna Amini,Parisa Rashidi, Patrick Tighe,
Assessmentpp.10731911241236336-10731911241236336, (2024)
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