Office Location
and Office Hours
Brickyard 566
MW 3:00 - 4:00pm
Other times by appointment only
Direction to the CSE department
Professional Activities
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Classes in Fall
2008
CSE
494/598: Social Computing and Web Analytics
MW 05:00PM - 6:10PM, BYAC 240
Line number: 83454/87110, 8/25/2008 - 12/9/2008
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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
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for more information, please click here
Group meeting presentations in
2008,
2007,
2006, Fall 2005,
Summer,
Spring 2005 and Fall 2004
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Professional
Memberships
ACM, ASEE, IEEE
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Software
Downloads
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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
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Call for
Chapters, Papers, or Tutorial/Workshop Proposals:
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Call
for Papers, SIAM International Conference on Data Mining (SDM'09),
Sparks (Reno area), Nevada, April 30 - May 2, 2009.
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Call
for Papers, Second
International Workshop on Social Computing, Behavioral Modeling, and
Prediction (SBP09), Phoenix, Arizona. March 31 - April 1, 2009.
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ECML PKDD 2008
Workshop on New Challenges
for Feature Selection in Data Mining and Knowledge Discovery (FSDM08),
15 September 2008, Antwerp, Belgium.
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Call for Papers,
ACM TKDD Special Issue on Social
Computing, Behavioral Modeling, and Prediction, Submission due on September
10, 2008.
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First
International Workshop on Social Computing, Behavioral Modeling, and
Prediction (SBP08), Phoenix, Arizona. April 1-2, 2008.
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Accepted Workshops, Call for Workshop
Proposals, SIAM
Data Mining Conference 2008 (SDM’08)
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Call for Chapters for the book of
"Computational Methods of Feature Selection" (to appear in October
2007), Guide to Prepare a Chapter
Submission
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International Workshop on
Feature Selection for Data Mining 2006 (FSDM06), Interfacing Machine Learning
with Statistics, in conjunction with SIAM Data Mining 2006
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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
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International Workshop on
Feature Selection for Data Mining 2005 (FSDM05), Interfacing Machine Learning
with Statistics, in conjunction with SIAM Data Mining 2005
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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.
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Last updated on 05/17/08
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