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Lu-An Tang
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Welcome to Lu-An Tang' s Homepage! Curious about my name? Click here
My CV can be downloaded at here.
Lu-An Tang is a Ph.D. student in the Database and Information Systems Research Laboratory, Computer Science Department at the University of Illinois at Urbana-Champaign. His PhD advisor is Prof. Jiawei Han. Prior to join UIUC in Aug. 2008, he received both MEng and BS degrees from Peking University in 2007 and 2004, respectively. He studied in the University of Southern California as a CS PhD student from Aug. 2007 to May. 2008.
RESEARCH INTERESTS
Lu-An has a broad interest in the areas of data mining, database and ubiquitous systems. His research focuses on the topics of geo-spatial data management and mining, cyber-physical systems and information networks. He has worked on projects of Web information system construction, data stream mining and kNN query processing. Currently he is working in research projects of data mining and data analysis on the sensor data from cyber-physical systems, trajectory pattern mining and intruder detection in wireless sensor networks.
It is an honor for me to work with Professor Jiawei Han and the outstanding Data Mining Research Group in UIUC.
PUBLICATION BY YEAR
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", SDM 2012, Apr. 2012.
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", ICDE 2012, Apr. 2012.
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", ICDE 2012, Apr. 2012.
Lu-An Tang, Yu Zheng, Xing Xie, Jing Yuan, Xiao Yu, Jiawei Han: Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations. SSTD 2011, Aug. 2011.
Xiao Yu, Ang Pan, Lu-An Tang, Zhenhui Li, Jiawei Han: Geo-Friends Recommendation in GPS-based Cyber-physical Social Network. ASONAM 2011, Jul. 2011.
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”, Proc. of 2010 Int. Conf. on Data Mining (ICDM'10), Sydney, Australia, Dec. 2010.
Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu-An Tang, Yintao Yu, Jiawei Han, Roland Kays: MoveMine: mining moving object databases. SIGMOD Conference 2010: 1203-1206
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), Aug. 2010.
Jiawei Han, Zhenhui Li, and Lu-An Tang, "Mining Moving Object, Trajectory and Traffic Data", DASFAA'10 Conference Tutorial, Japan, April 2010.
Xiao Yu, Lu-An Tang, and Jiawei Han, “Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection", Proc. 2009 Int. Conf. on Data Mining (ICDM'09)
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 23(4): 497--515 July 2008
Cyrus Shahabi, Lu-An Tang, Songhua Xing: Indexing Land Surface for Efficient kNN Query. VLDB 2008: 1020-1031
Lv-an Tang, Bin Cui, Hongyan Li, Gaoshan Miao, Dongqing Yang, Xinbiao Zhou: Effective variation management for pseudo periodical streams. SIGMOD 2007: 257-268
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. APWeb 2006: 1163-1167
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. IWICPAS 2006: 185-194
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. WISE 2006: 114-125
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. APWeb 2005: 680-694
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. WAIM 2005: 194-208
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. ASIAN 2005: 236-248
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. ASIAN 2005: 290-291
HONORS AND AWARDS
[2011.10] Microsoft Research Asia Excellent Summer Internship Award
[2010.12] ICDM 2011 Travel Award
[2010.10] Microsoft Research Asia Excellent Summer Internship Award
[2007.08 - 2008. 05] USC Annenberg Fellowship
[2007.07] PKU Outstanding Graduate Student Honor
[2005 - 2006] PKU Samsung Scholarship (one of the highest scholarships of Peking University), PKU Academic Innovation Award
[2005.12] Second Prize of “IBM CUP” Campus Creation Design Competition (Team Leader, Ranked 3 in the 265 participants)
[2004 - 2005] PKU Academic Innovation Award, PKU "May 4th" Scholarship
[2004.7] Excellent Final Thesis of Bachelor Degree
[2003 - 2004] PKU Tri-Excellent Student Honor
CURRENT PROJECTS
[2009.08 –Present] Multi-dimensional Data Analysis on Cyber Physical System Data
Constructing a multi-dimensional analysis system for cyber physical systems, especially for the atypical traffic events, e.g., traffic jam, accidents and so on;
A paper accepted by ICDE 2012 as full research paper.
[2010.05-08; 2011.05-08] Trajectory Search and Pattern Mining (Summer Internship in MSRA with Dr. Yu Zheng)
Studying the trajectory clusters and the member behaviors inside each trajectory;
Designing the algorithms to retrieve trajectories by locations and find frequent members appearing continuously in trajectory clusters.
A paper accepted by ICDE 2012 as full research paper, a paper published on SSTD 2011.
[2010.03 –Present] Intrusion Detection with Wireless Sensor Network Data in Cyber Physical System
Studying the problem of detecting trustworthy alarms and intruding objects from wireless sensor data;
A paper accepted by SDM 2012 as oral presentation, a paper published on ICDM 2010.
RECENT PROJECTS
[2007.7 - 2008.5] Geo-Decision Making System
A project to build an information-rich and realistic geospatial space (e.g., a city) with temporal dimension rapidly and accurately
A research paper published in VLDB 2008
[2004.4 - 2007.7] Web Information System auto-construction Environment
A project aiming to automatically construct WIS from users' view, and to promote system flexibility and maintainability
The prototype system won the Second Prize in “IBM CUP” Campus Creation Design Competition 2005
Five papers published in related international conferences.
[2005.9 – 2007.7] Data Stream Engine based Clinical Information System
A research project in cooperation with 3rd Hospital of Peking University, aiming to process the large volume and fast arriving data generated in Intensive Care Unit
Three papers published, one of them is published as a research paper in SIGMOD 2007
Other
