Huan Liu

Graduate Students


	Huan Liu, Associate Professor Department of Computer Science and Engineering School of Computing and Informatics Ira A. Fulton School of Engineering Brickyard Suite 501, 699 South Mill Avenue Arizona State University Box 878809 Tempe, AZ85287-8809, U.S.A. phone: 480-727-7349 (voice) 480-965-2751 (fax) E-mail: huanliu at asu.edu

Office Location and Office Hours Brickyard 566 MW 3:00 - 4:00pm Other times by appointment only Direction to the CSE department Professional Activities	Classes in Spring 2008 CSE 301: Computing Ethics W 12:40PM - 1:30PM, BYAC 110 Line number: 30403 , 1/14/2008 - 5/8/2008 CSE 471/598, CBS 598 Introduction to AI MW 4:40PM - 5:55PM, MW BYAC 150 Line number: 25080/32037 (CSE), 14348 (CBS)

Research Interests His research focuses on developing computational methods for data mining, machine learning, and social computing, and designing efficient algorithms to enable effective problem solving ranging from basic research, text/Web mining, bioinformatics, image mining, to real-world applications. His work includes (i) dealing with high dimensional data via feature selection and feature discretization; (ii) identifying the influentials on the blogosphere, group profiling and interaction; (iii) integrating multiple data sources to overcome ambiguity and uncertainty, (iv) employing domain knowledge for effective mining and information integration, and (v) assisting human experts by developing effective methods of ensemble learning, semi-supervised learning, and active learning with hierarchical classification, subspace clustering, and meta data. More information can be found in his publications. Associated with the AI lab at ASU

Graduate Students for more information, please click here Group meeting presentations in 2008, 2007, 2006, Fall 2005, Summer, Spring 2005 and Fall 2004

Professional Memberships ACM, ASEE, IEEE

Software Downloads INTERACT for finding interacting features SCuBA for subspace clustering FCBF for feature selection Feature discretization RSVP (contact Alan "zheng.zhao at asu.edu" for installation and implementation details)

SIAM Data Mining SDM 2007 Tutorial on Dimensionality Reduction for Data Mining - Techniques, Applications, and Trends AAAI 2005 Tutorial Notes on Downsizing Data for High Performance in Learning - Feature Selection Methods: pdf.zip

Call for Chapters, Papers, or Tutorial/Workshop Proposals: Call for Papers, ACM TKDD Special Issue on Social Computing, Behavioral Modeling, and Prediction, Submission due on September 10, 2008. Call for Papers, SIAM International Conference on Data Mining (SDM'09), Sparks (Reno area), Nevada, April 30 - May 2, 2009 Call for Papers, ECML PKDD 2008 Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discovery (FSDM08), 15 September 2008, Antwerp, Belgium. Call for Papers, First International Workshop on Social Computing, Behavioral Modeling, and Prediction (SBP08), Phoenix, Arizona. April 1-2, 2008. Accepted Workshops, Call for Workshop Proposals, SIAM Data Mining Conference 2008 (SDM’08) Call for Chapters for the book of "Computational Methods of Feature Selection" (to appear in October 2007), Guide to Prepare a Chapter Submission International Workshop on Feature Selection for Data Mining 2006 (FSDM06), Interfacing Machine Learning with Statistics, in conjunction with SIAM Data Mining 2006 Call for Tutorial Proposals, SIAM Data Mining Conference 2006 (SDM’06) Submission due on Oct 3, 2005; notification out on Nov 11; and final slides due on Feb 11, 2006 International Workshop on Feature Selection for Data Mining 2005 (FSDM05), Interfacing Machine Learning with Statistics, in conjunction with SIAM Data Mining 2005 Special Issue on Mining Streaming Data 2004, Information Sciences Journal - Informatics and Computer Science Intelligent Systems Applications, An International Journal, Elsevier. The special issue was published in 2006.

Last updated on 05/02/08