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Dr Jessie Yin


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Biography

Jie (Jessie) Yin is a senior research scientist at CSIRO, Australia. Her main research interests include data mining, machine learning, and their applications to text mining, social media/network mining and sensor data mining. She received the Ph.D. degree in Computer Science from Hong Kong University of Science and Technology. Her research experience includes activity recognition from sensor data, text mining from social media and Web forums, active learning and transfer learning in social networks.

Jessie is an active researcher in data mining field with more than 40 research papers published in top-tier international conferences (AAAI, IJCAI, CIKM, ICDM, PKDD/ECML, etc.) and journals (TKDE, DMKD, TPAMI, TOIS, TOSN, etc.). She has served as the PC of all major conferences in her area including KDD, ICDM, KDD, AAAI, CIKM, etc. She was co-organizer of the 3rd International Workshop on Social Web for Disaster Management (SWDM 2015).

Jessie is currently working on sensor data mining, with a focus on tracking residents' locations and recognizing their activities in smart homes. Particularly, she has been developing weakly supervised machine learning approaches to activity recognition in smart homes with multiple residents.

Academic Qualifications

  • 2006

    PhD in Computer Science
    Hong Kong University of Science and Technology

Community and Corporate Citizenship

  • PC member of ACM SIGKDD Conference on Knowledge Discovery and Data Mining: KDD'10, KDD'13, KDD'14, KDD'15 (CORE: A+)

  • PC Member of ACM International Conference on Information and Knowledge Management: CIKM'09, CIKM'15 (CORE: A)

  • PC Member of International Joint Conference on Arti cial Intelligence: IJCAI'11 (CORE: A+)

  • PC Member of AAAI Conference on Arti cial Intelligence: AAAI'08, AAAI'10 (CORE: A+)

  • PC Member of International Conference on Ubiquitous Computing: UbiComp'11 (CORE: A+)

  • PC Member of ACM Conference on Human Factors in Computing Systems: CHI'15

  • PC Member of International Conference on Smart homes and health Telematics: ICOST'09

Publications

We have publications by Dr Jessie Yin
For more publications, please see Google Scholar: -vxkP70AAAAJ&hl