Huan Liu

Graduate Students


	Huan Liu, Professor Computer Science and Engineering School of Computing, Informatics, and Decision Systems Engineering 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: huan.liu at asu.edu	Data Mining and Machine Learning Lab Social Computing Feature Selection Social Computing, Behavioral Modeling, and Prediction Series

Office Location and Office Hours Brickyard 566 MW 5:00 - 6:00pm Other times by appointment only Direction to CSE, SCIDSE Professional Activities	Classes in Fall 2009 CSE 471/598: Introduction to AI MW 03:30PM - 4:45PM, BYAC 150 Line number: 84014/86632, 8/24/2009 - 12/8/2009 https://myasucourses.asu.edu CV

Research Interests New Book: Modeling and Data Mining in Blogosphere, 2009 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) social computing, identifying the influentials in 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. Detailed information can be obtained via his publications and professional activities. Associated with the AI lab at ASU

Graduate Students and Research Projects Self motivated students looking for exciting projects can find more information here. We have our own wiki. Group meeting presentations in 2009, 2008, 2007, 2006, Fall 2005, Summer, Spring 2005 and Fall 2004

Professional Memberships AAAI, ACM, ASEE, IEEE

Software or Data Downloads Group Structure and Evolution in Heterogeneous Network (Datasets and Information) Influential Bloggers (Dataset and Information) 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)

International Conference on Social Computing 2009 Tutorial on Community Detection and Behavior Prediction for Social Computing KDD08 Tutorial on Blogosphere: Research, Tools, and Applications, video 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: IEEE Internet Computing, Special Issue on " Social Computing in Blogosphere", to appear in March-April 2010 Issue. Special Issue "Best Papers of SDM'09", Statistical Analysis and Data Mining, Wiley InterScience, 2009. Call for Papers, SIAM International Conference on Data Mining (SDM'09), Sparks (Reno area), Nevada, April 30 - May 2, 2009. Call for Papers, Second International Workshop on Social Computing, Behavioral Modeling, and Prediction (SBP09), Phoenix, Arizona. March 31 - April 1, 2009. 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, ACM TKDD Special Issue on Social Computing, Behavioral Modeling, and Prediction, Submission due on September 10, 2008. 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 09/18/2009