Office Location
and Office Hours
Brickyard 566
TTh 04:15 - 05:15pm
Other times by appointment only
Direction to CSE, SCIDSE
Professional Activities |
Classes in Spring
2012
CSE572
Data Mining, Spring 2012
TTh 03:00PM - 04:15PM, BYAC270
Line number: 13803, Jan 5, 2012 - Apr 24, 2012
https://myasucourses.asu.edu
CV
Short Bio |
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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
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Self motivated students looking for exciting projects can find
more information here. We have our own
wiki.
Weekly meeting schedules are in DMML private wiki.
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Professional
Memberships
AAAI, ACM (Distinguished Scientist), AAAS, ASEE, IEEE
(Fellow), SIAM;
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Software
or Data Downloads
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International Conference on Social Computing 2009
Tutorial on Community
Detection and Behavior Prediction for Social Computing, ppt
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
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Call for
Chapters, Papers, or Tutorial/Workshop Proposals:
- SIAM International Conference on Data Mining (SDM'12), Disney’s Paradise Pier Hotel, Anaheim, CA, April 26-28, 2012. Poster in pdf
- SIAM International Conference on Data Mining (SDM'11), Mesa, Arizona, April 28 - 30, 2011. Photos and Blog by Dirk Van den Poel
- PAKDD 2010 International
Workshop on Feature Selection for Data Mining, June 21 - 24, 2010.
Hyderabad, India.
JMLR: Workshop
and Conference Proceedings Vol 10
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ACM TIST,
Special Issue on "AI in Social Computing and Cultural Modeling",
October 2010 Issue, CFP
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IEEE Internet Computing,
Special Issue on "
Social Computing in Blogosphere", March-April 2010 Issue.
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Special Issue "Best Papers of SDM'09",
Statistical Analysis and Data Mining, Wiley InterScience, 2009.
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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 5/3/2012
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