1.

Jie Yin, Andrew Lampert, Mark Cameron, Bella Robinson and Robert Power, “Using Social Media to Enhance Emergency Situation Awareness”, IEEE Intelligent Systems, to appear, 2012. (pdf)

2.

Jeffrey J. Pan, Sinno J. Pan, Jie Yin, Lionel M. Ni and Qiang Yang, “Tracking Mobile Users in Wireless Networks via Semi-Supervised Co-Localization", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), volume 34, number 3, pages 587-600, March 2012. (pdf)

3.

Jie Yin, Qiang Yang, Dou Shen and Ze-Nian Li, "Activity Recognition via User-Trace Segmentation", ACM Transactions on Sensor Networks (TOSN), volume 4, number 4, article 19, 34 pages, August 2008. (pdf)

4.

Jie Yin, Qiang Yang and Jeffrey 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. (pdf)

5.

Jie Yin, Qiang Yang and Lionel 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. (pdf)

6.

Qiang Yang, Jie Yin, Charles X. Ling and Rong Pan, "Extracting Actionable Knowledge from Decision Trees", IEEE Transactions on Knowledge and Data Engineering (TKDE), volume 19, number 1, pages 43–56, January 2007. (pdf)

7.

Dou Shen, Rong Pan, Jiantao Sun, Jeffrey J. Pan, Kangheng Wu, Jie Yin and Qiang Yang, "Query Enrichment for Web-Query Classification",  ACM Transactions on Information Systems (TOIS), volume 24, number 3, pages 1–33, July 2006. (pdf)

8.

Yiqiang Chen, Qiang Yang, Jie Yin and Xiaoyong Chai, "Power-Efficient Access-Point Selection for Indoor Location Estimation", IEEE Transactions on Knowledge and Data Engineering (TKDE), volume 18, number 7, pages 877–888, July 2006. (pdf)

9.

Dou Shen, Rong Pan, Jiantao Sun, Jeffrey J. Pan, Kangheng Wu, Jie Yin and Qiang Yang, "Q2C@UST: Our Winning Solution to Query Classification in KDDCUP 2005", SIGKDD Explorations, volume 7, number 2, pages 100-110, December 2005. (pdf)

1.

Mark Cameron, Robert Power, Bella Robinson and Jie Yin, Emergency Situation Awareness from Twitter for Crisis Management, in Proceedings of the WWW Workshop on Social Web in Disaster Management, to appear, 2012. (pdf)

2.

Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao and Chengqi Zhang, “Similarity-Based Approach for Positive and Unlabeled Learning”, in proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI’11), Pages 1577-1582, July 16-22, Barcelona, Spain, 2011. (pdf)

3.

Bo Liu, Jie Yin, Yanshan Xiao, Longbing Cao and Philip Yu, “Exploiting Local Data Uncertainty to Boost Global Outlier Detection”, in proceedings of the Tenth IEEE Conference on Data Mining (ICDM’10), Pages 589-598, December 14-17, Sydney, Australia, 2010. (pdf)

4.

Yanshan Xiao, Bo Liu, Longbing Cao, Jie Yin and Xindong Wu, “SMILE: A Similarity-based Approach for Multiple Instance Learning”, in proceedings of the Tenth IEEE Conference on Data Mining (ICDM’10), Pages 309-313, December 14-17, Sydney, Australia, 2010. (pdf)

5.

Jie Yin, Derek H. Hu and Qiang 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, California, USA, July 11–17, 2009. (pdf)

6.

Derek H. Hu, Xian-Xing Zhang, Jie Yin, Vincent W. Zheng and Qiang Yang, “Abnormal Activity Recognition Based on HDP-HMM Models”, in proceedings of the Twenty-first International Joint Conference on Artificial Intelligence (IJCAI'09), Pages 1715-1720, Pasadena, California, USA, July 11-17, 2009. (pdf)

7.

Jie Yin and Mohamed M. Gaber, “Clustering Distributed Time Series in Sensor Networks”, in proceedings of the Eighth IEEE International Conference on Data Mining (ICDM'08), pages 678–687, Pisa, Italy, December 15–19, 2008. (pdf)

8.

Jie Yin and Qiang 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. (pdf)

9.

Jie Yin, Dou Shen, Qiang Yang and Ze-Nian 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. (pdf)

10.

Jie Yin, Qiang Yang and Lionel 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, USA, March 8–12, 2005. (pdf)

11.

Jie Yin, Xiaoyong Chai and Qiang 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. (pdf)

12.

Qiang Yang, Yiqiang Chen, Jie Yin and Xiaoyong Chai, "LEAPS: A Location Estimation and Action Prediction System in a Wireless LAN Environment", IFIP International Conference on Network and Parallel Computing Workshop on Building Intelligent Sensor Networks (BISON'04), Lecture Notes in Computer Science, pages 584–591, Wuhan, China, October 9, 2004. (pdf)

13.

Qiang Yang, Jie Yin, Charles X. Ling and Tielin Chen, "Post-Processing Decision Trees to Extract Actionable Knowledge", in Proceedings of the Third IEEE International Conference on Data Mining (ICDM'03), pages 685–688, Melbourne, Florida, USA, November 19–22, 2003. (pdf)