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Jiawei Han
Professor, Department of
Computer Science |
Knowledge
Discovery and Data Mining, Database Systems
Data Mining Research
Group |
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Current
Research (Selected Publications)
§ Information Network Analysis and Discovery NSF IIS Infonet Project
§ Sequential and Structured Pattern Discovery: Classification, Clustering and Outlier Analysis
§ Discovery of the Dynamics of Data Streams in Multi-Dimensional Space
§ Ranking and Multidimensional Analysis in Databases, Web, and Other Information Repositories
§ Analysis of Spatiotemporal, Trajectories, and Traffic Data
§ Knowledge Discovery in Cyberphysical Systems (NSF/CPS)
§ Assured Information Sharing Lifecycle (MURI: AISL)
§ Software Bug Detection in Sensor Networks and Parallel/Distributed Systems
§
CS-BibCube: OLAPing and Analysis of
Computer Science Literature
Teaching
· DSSI Information Network Analysis and Mining (Summer 2010) 1-4pm Tues-Fri. 1109SC (June 1-4, 2010)
·
UIUC CS412: An
Introduction to Data Warehousing and Data Mining (Fall 2009) 3:30-4:45pm WF
1404 Siebel Center
· UIUC CS591Han Advanced Topics in Data Mining (Fall 2009) 4-5pm Thurs., 3403 SC (every semester)
· UIUC CS591 Yahoo!-DAIS (Data and Information Systems) Seminar 4-5pm Tues., 3403 SC. (every semester)
· UIUC CS512: Data Mining: Principles and Algorithms (Spring 2010) 9:30-10:45am Tues/Thurs. 1109SC (offered every Spring semester)
Books
· Jiawei Han and Micheline Kamber, Data Mining: Concepts and Techniques, 2nd edition, Morgan Kaufmann, 2006. (1st ed., 2000)
· Harvey Miller and Jiawei Han (eds.), Geographical Data Mining and Knowledge Discovery, (2nd ed.), Taylor & Francis, 2009.
· Hillol Kargupta, Jiawei Han, Philip Yu, Rajeev Motwani, and Vipin Kumar (eds.), Next Generation of Data Mining , Taylor & Francis, 2008.
Editor-in-Chief,
ACM Transactions on Knowledge Discovery from
Data (TKDD), TKDD paper
submissions
Graduate Students and Visiting
Researchers
IlliMine (Illinois
Data Mining System)
Selected Publications
Publications in DBLP Netfiles
ACM SIGKDD Curriculum Proposal (Drafted by ACM SIGKDD
Curriculum Committee)
Other Interested Links:
ACM SIGKDD, ACM SIGMOD, IEEE/CS , IEEE/TKDE
, ACM/TKDD
, NSF, CiteSeer, EJournal,
Google, Expedia,
Dictionary
Back to Database
and Information Systems Laboratory, Department
of Computer Science, Univ. of Illinois at
Urbana-Champaign