Lu-An Tang

Researcher, Autonomic Management Department
NEC Laboratories America, Inc.

 

Office: NEC Laboratories America, 4 Independence Way, Princeton, NJ 08540
Phone: 1-609-951-2692
Email: ltang [at] nec-labs.com; leon.tang82 [at] gmail.com  

 

 

 

 

[Homepage] [Research] [Teaching] [Miscellaneous]

PUBLICATION [DBLP][Google Scholar]

Journal Papers

1.    Jun Li, Qiming Qin, Jiawei Han, Lu-An Tang, Kin Hou Lei: Mining Trajectory Data and Geotagged Data in Social Media for Road Map Inference. Trans. GIS 19(1): 1-18 (2015)

2.    Lu-An Tang, Xiao Yu, Quanquan Gu, Jiawei Han, Guofei Jiang, Alice Leung, Thomas F. La Porta: A Framework of Mining Trajectories from Untrustworthy Data in Cyber-Physical System. TKDD 9(3): 16:1-16:35 (2015)

3.     Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Wen-Chih Peng, Thomas La Porta, "A Framework of Traveling Companion Discovery on Trajectory Data Streams", ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2013.

4.     Lu-An Tang, Xiao Yu, Sangkyum Kim, Quanquan Gu, Jiawei Han, Alice Leung, Thomas La Porta, Trustworthiness Analysis of Sensor Data in Cyber-Physical Systems, Special Issue on Data Warehousing and Knowledge Discovery from Sensors and Streams, Journal of Computer and System Sciences (JCSS), 2012.

5.     Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Alice Leung, Thomas La Porta, Multidimensional Sensor Data Analysis in Cyber-Physical Systems: An Atypical Cube Approach, International Journal of Distributed Sensor Networks, Vol. 2012.

6.     Zhenhui Li, Jiawei Han, Ming Ji, Lu-An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, and Roland Kays, : MoveMine: Mining Moving Object Data for Discovery of Animal Movement Patterns, ACM Transactions on Intelligent Systems and Technology (ACM TIST) (Special Issue on Computational Sustainability), 2010.

7.     Lu-An Tang, Bin Cui, Hong-Yan Li, Gao-Shan Miao, Dong-Qing Yang, and Xin-Biao Zhou: PGG: An online pattern based approach for stream variation management. Journal of Computer Science and Technology (JCST) 23(4), 2008

Conference Tutorial

1.     Jiawei Han, Zhenhui Li, and Lu-An Tang: Mining Moving Object, Trajectory and Traffic Data, International Conference on Database Systems for Advanced Applications (DASFAA), (Conference Tutorial), 2010.

Research Papers Published in Refereed International Conferences

1.    Ting Chen, Lu-An Tang, Yizhou Sun, Zhengzhang Chen, Kai Zhang, "Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events," Proc. 25th Int. Joint Conf. on Artifical Intelligence (IJCAI'16), New York City, USA, Jul. 2016.

2.    Ting Chen, Lu-An Tang, Yizhou Sun, Zhengzhang Chen, Haifeng Chen, and Guofei Jiang, "Integrating Community and Role Detection in Information Networks," in Proc of 2016 SIAM Int. Conf. on Data Mining (SDM'16), Miami, FL, May 2016.

3.     Lu-An Tang, Xiao Yu, Quanquan Gu, Jiawei Han, Alice Leung, and Thomas La Porta, Mining Lines in the Sand: On Trajectory Discovery From Untrustworthy Data in Cyber-Physical System, ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD), 2013. (Acceptance rate: 17%, Invited to the special issue of ACM TKDD as "best papers of KDD 2013") [Slides][Poster]

4.     Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Chih-Chieh Hung, and Wen-Chih Peng, On Discovery of Traveling Companions from Streaming Trajectories, in Proc. of IEEE International Conference on Data Engineering (ICDE), 2012. [Slides] (Acceptance rate: 17%)

5.     Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith: Multidimensional Analysis of Atypical Events in Cyber-Physical Data, in Proc. of IEEE International Conference on Data Engineering (ICDE), 2012. [Slides] (Acceptance rate: 17%)

6.     Lu-An Tang, Quanquan Gu, Xiao Yu, Jiawei Han, Thomas La Porta, Alice Leung, Tarek Abdelzaher, and Lance Kaplan: IntruMine: Mining Intruders in Untrustworthy Data of Cyber-Physical Systems, in Proc. of SIAM International Conference on Data Mining (SDM), 2012. [Slides] (Acceptance rate: 27%)

7.     Lu-An Tang, Yu Zheng, Xing Xie, Jing Yuan, Xiao Yu, Jiawei Han: Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations.  in Proc. of International Symposium on Spatial and Temporal Databases (SSTD), 2011. [Slides] (Acceptance rate: 38%)

8.     Xiao Yu, Ang Pan, Lu-An Tang, Zhenhui Li, Jiawei Han: Geo-Friends Recommendation in GPS-based Cyber-physical Social Network. in Proc. of International Conference on Advances in Social Network Analysis and Mining (ASONAM), 2011. (Acceptance rate: 25%)

9.     Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung, and Wen-Chih Peng: Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems, in Proc. of International Conference on Data Mining (ICDM), 2010. [Slides] (Acceptance rate: 19%)

10.  Xiao Yu, Lu-An Tang, and Jiawei Han: Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection, in Proc. of International Conference on Data Mining (ICDM), 2009. (Acceptance
rate: 17%)

11.  Cyrus Shahabi, Lu-An Tang, Songhua Xing: Indexing Land Surface for Efficient kNN Queryin Proc. of International Conference on Very Large Databases (VLDB), 2008. (Acceptance rate: 16%)

12.  Lv-an Tang, Bin Cui, Hongyan Li, Gaoshan Miao, Dongqing Yang, Xinbiao Zhou: Effective variation management for pseudo periodical streams. in Proc. of ACM International Conference on Management of Data (SIGMOD), 2007. [Slides] (Acceptance rate: 14%, Lv-an Tang is my used name before 2008.)

13.  Lv-an Tang, Hongyan Li, Baojun Qiu, Meimei Li, Jianjun Wang, Lei Wang, Bin Zhou, Dongqing Yang, Shiwei Tang: WISE: A Prototype for Ontology Driven Development of Web Information Systems. in Proc. of International Asia-Pacific Web Conference (APWeb) 2006. (Acceptance rate: 25%)

14.  Xinbiao Zhou, Hongyan Li, Haibin Liu, Meimei Li, Lv-an Tang, Yu Fan, Zijing Hu: Monitoring Abnormal Patterns with Complex Semantics over ICU Data Streams. in Proc. of International Workshop on Intelligent Computing in Pattern Analysis/Synthesis (IWICPAS), 2006. (Acceptance rate: 25%)

15.  Meimei Li, Hongyan Li, Lv-an Tang, Baojun Qiu: DOPA: A Data-Driven and Ontology-Based Method for Ad Hoc Process Awareness in Web Information Systems. in Proc. of Web Information System Engineering (WISE), 2006. (Acceptance rate: 34%)

16.  Lv-an Tang, Hongyan Li, Zhiyong Pan, Shaohua Tan, Baojun Qiu, Shiwei Tang, Jianjun Wang: PODWIS: A Personalized Tool for Ontology Development in Domain Specific Web Information System. in Proc. of International Asia-Pacific Web Conference (APWeb), 2005. (Acceptance rate: 17%)

17.  Lv-an Tang, Hongyan Li, Zhiyong Pan, Dongqing Yang, Meimei Li, Shiwei Tang, Ying Ying: An Ontology Based Approach to Construct Behaviors in Web Information Systems. in Proc. of International Conference on Web-Age Information Management (WAIM), 2005. (Acceptance rate: 20%)

18.  Zijing Hu, Hongyan Li, Baojun Qiu, Lv-an Tang, Yu Fan, Haibin Liu, Jianlong Gao, Xinbiao Zhou: Using Control Theory to Guide Load Shedding in Medical Data Stream Management System. in Proc. of Asian Computing Science Conference of Data management on the Web (ASIAN), 2005. (Acceptance rate: 25%)

19.  Baojun Qiu, Hongyan Li, Zijing Hu, Dongqing Yang, Lv-an Tang, Jianjun Wang, Meimei Li, Shiwei Tang: General Consistency Management Within the Development of Ontology-Driven Web Information System. in Proc. of Asian Computing Science Conference of Data management on the Web (ASIAN), 2005. (Acceptance rate: 25%)

System Demos selected in the Demo Program of Int. Confs.

1.     Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu-An Tang, Yintao Yu, Jiawei Han, Roland Kays: MoveMine: mining moving object databases. in Proc. of ACM International Conference on Management of Data (SIGMOD), 2010.

[Homepage] [Research] [Teaching] [Miscellaneous]