Jie (Jessie) Yin
Research Scientist
Contact
Physical:
Cnr Vimiera and Pembroke Roads
Marsfield NSW 2122, Australia
Mail:
PO Box 76
Epping, NSW 1710
Australia
Tel: 61 2 9372 4706
Fax: 61 2 9372 4411
Email
Themes
- Data mining
- Social Network Analysis
Biography
Jie (Jessie) Yin is a research scientist at the CSIRO ICT Centre. Her research interests include machine learning, data mining and their applications to sensor networks and information extraction.
Academic Qualifications
| 2006 | Doctor of Philosophy in Computer Science, Hong Kong University of Science and Technology (HKUST), Hong Kong, China |
| 2001 | Bachelor of Engineering (Cum Laude) and Bachelor of Economics, Xi'an Jiaotong University (XJTU), China |
Recent Professional Experience
| 2006-current | Research Scientist, CSIRO ICT Centre |
| 2003-2006 | Research Assistant, Department of Computer Science and Engineering, HKUST |
Achievements & Awards
| 2005 | Champion of the 2005 ACM KDDCUP Competition on all three performance metrics (Query Categorization Precision Award, Query Categorization Performance Award and Query Categorization Creativity Award) |
| 2004 | Research Travel Grant, HKUST |
| 2004 | Student Travel Grant from AAAI |
Summary of Science & Technical Output
| Books/Book chapters | 0 |
|---|---|
| Journal | 9 |
| Refereed Conference/Workshop | 13 |
| Technical/Client Reports | 4 |
| Invited Presentations | 4 |
| Patents | 0 |
Grants
| 2005 | Location-based Plan Recognition for Pervasive Computing, Hong Kong Research Grants Council (RGC) HKUST 6187/04E |
Student Supervision
| 2004 | Final Year Project: Pervasive Computing Applications with Mobile LAN, HKUST |
| 2010 | Cassandra Hill, Vacation student |
| 2011 | David George, Vacation Student |
| 2011 | Nalin Narang, Vacation Student |
| 2012 | Meng Fang, PhD Student |
Science Citizenship
| 2011 | Reviewer, IEEE Transactions on Knowledge and Data Engineering (TKDE) |
| 2011 | PC member, The 3rd Asian Conference on Machine Learning (ACML'11) |
| 2011 | Reviewer, Wireless Networks |
| 2011 | PC member, The Twenty-Second International Conference on Artificial Intelligence (IJCAI'11) |
| 2010 | Reviewer, ACM Transactions on Sensor Networks (TOSN) |
| 2010 | Reviewer, ACM Transactions on Intelligent Systems and Technology (TIST) |
| 2010 | Reviewer, Pattern Recognition |
| 2010 | PC member, The 16th annual ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Washington, DC, USA |
| 2010 | PC member, the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI), Atlanta, Georgia, USA |
| 2010 | Reviewer, International Conference on Database Systems for Advanced Applications (DASFAA), Tsukuba, Japan |
| 2009 | Reviewer, IEEE Transactions on Mobile Computing |
| 2009 | Reviewer, Pervasive and Mobile Computing |
| 2009 | Reviewer, IEEE Intelligent Systems |
| 2009 | PC member, the first Asian Conference on Machine Learning (ACML), Nanjing, China |
| 2009 | PC member, the Eighteenth ACM Conference on Information and Knowledge Management (CIKM), Hong Kong, China |
| 2009 | PC member, the Seventh International Conference on Smart homes and health Telematics (ICOST), Paris, France |
| 2009 | Reviewer, the Seventh Annual IEEE International Conference on Pervasive Computing and Communications (PerCom), Galveston, Texas, USA |
| 2009 | PC member, the 2009 International Conference on Intelligent User Interfaces (IUI), Sanibel Island, Florida, USA |
| 2009 | PC member, the second International Conference on Advances in Computer-Human Interactions (ACHI), Cancun, Mexico |
| 2008 | Reviewer, Wireless Communications and Mobile Computing (WCMC) |
| 2008 | PC member, the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI), Chicago, Illinois, USA |
| 2008 | PC member, the First International Conference on Advances in Computer-Human Interactions (ACHI), St. Luce, Martinique, France. |
| 2006 | PC member, the Second International Conference on Advanced Data Mining and Applications (ADMA), Xi'an, China |
| 2006 | PC member, the First IEEE International Workshop on Data Mining and Wireless Sensor Networks (DM-WSN), Hong Kong, China |
| 2006 | Reviewer, Ninth Pacific Rim International Conference on Artificial Intelligence (PRICAI), Guilin, China |
| 2005 | Reviewer, Pervasive and Mobile Computing (PMC) |
| 2005 | Reviewer, the International Conference on Automated Planning and Scheduling (ICAPS), Monterey, Califorlia, USA |
| 2005 | Reviewer, the Fifth IEEE International Conference on Data Mining (ICDM), Houston, Texas, USA |
| 2005 | Reviewer, the Seventh Asia Pacific Web Conference (APWeb), Shanghai, China |
| 2004 | Reviewer, the Nineteenth National Conference on Artificial Intelligence (AAAI), San Jose, Califorlia, USA |
| 2003 | Reviewer, IEEE Intelligent Systems |
Top 10 Publications
| Publication details |
|---|
| J. Yin, Derek H. Hu and Q. Yang, Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields, In proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI'09), pages 1321-1326, Pasadena, CA, USA, July 11-17, 2009. |
| J. Yin and M.M. Gaber, Clustering Distributed Time Series in Sensor Networks. In Proceedings of the Eighth IEEE Conference on Data Mining (ICDM'08), pages 678-687, Pisa, Italy, December 15-19, 2008. |
| J. Yin, Q. Yang, D. Shen and Z.-N. Li, Activity Recognition via User-Trace Segmentation. ACM Transactions on Sensor Networks (TOSN), volume 4, number 4, article 19, pages 34, August 2008. |
| J. Yin, Q. Yang and J.J. Pan. Sensor-Based Abnormal Human-Activity Detection. IEEE Transactions on Knowledge and Data Engineering (TKDE), volume 20, number 8, pages 1082-1090, August 2008. |
| J. Yin, Q. Yang and L.M. Ni. Learning Adaptive Temporal Radio Maps for Signal-Strength-Based Location Estimation. IEEE Transactions on Mobile Computing (TMC), volume 7, number 7, pages 869-883, July 2008. |
| Q. Yang, J. Yin, C.X. Ling and R. Pan. Extracting Actionable Knowledge from Decision Trees. IEEE Transactions on Knowledge and Data Engineering (TKDE), volume 19, number 1, pages 43-56, January 2007. |
| J. Yin and Q. Yang. Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering. In Proceedings of the Fifth IEEE International Conference on Data Mining (ICDM'05), pages 506-513, Houston, Texas, USA, November 27-30, 2005. |
| J. Yin, D. Shen, Q. Yang and Z.-N. Li. Activity Recognition through Goal-Based Segmentation, In Proceedings of the Twentieth National Conference on Artificial Intelligence (AAAI'05), pages 28-33, Pittsburgh, Pennsylvania, USA, July 9-13, 2005. |
| J. Yin, Q. Yang and L.M. Ni. Adaptive Temporal Radio Maps for Indoor Location Estimation. In Proceedings of the Third Annual IEEE International Conference on Pervasive Computing and Communications (PerCom'05), pages 85-94, Kauai Island, Hawaii, March 8-12, 2005. |
| J. Yin, X. Chai and Q. Yang. High-level Goal Recognition in a Wireless LAN. In Proceedings of the Nineteenth National Conference on Artificial Intelligence (AAAI'04), pages 578-584, San Jose, California, USA, July 25-29, 2004. |
Number of citations
| ISI | 75 |
|---|---|
| Google Scholar | 415 |