DMIN'08: July 16, 2008 Schedule

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6:45am - 5:00pm:  Registration (Second Floor, Conference Lobby: 1-5)


SESSION 6-DMIN:   WEB AND SOCIAL NETWORK MINING (Chair: TBA)
                  July 16, 2008 (Wednesday); 08:00am - 10:00am
                  (LOCATION: Ballroom 1)

08:00 - 08:20am:  Guided Content Mining Approach for Automated Meta-Rule
                  Extraction and Information Retrieval
                  Muhammad Nadeem, Syed Shams Ul Haq, Muhammad Anwar Usman
                  SZABIST-Karachi, Anilogix Research, Pakistan

08:20 - 08:40am:  Using Latent Semantic Analysis of Email to Detect Change
                  in Social Groups
                  Ian McCulloh, Eric Daimler, and Kathleen Carley
                  U.S. Military Academy, USA

08:40 - 09:00am:  Web Page Classification Exploiting Likely Component Pages
                  Yuxin Wang and Keizo Oyama
                  The University of Tokyo, Japan

09:00 - 09:20am:  A Framework for Improving Time-Oriented Heuristic in
                  Estimating User Session ...
                  Amithalal Caldera
                  University of Colombo, Sri Lanka

09:20 - 09:40am:  Political Leaning Categorization by Exploring Subjectivities
                  in Political Blogs
                  Maojin Jiang and Shlomo Argamon
                  Illinois Institute of Technology, USA

09:40 - 10:00am:  WebTrack: Mining and Tracking Content and Structure of Websites
                  Junlan Feng, Valerie Torres , Daniel G. Sheleheda, Cynthia Cama
                  AT&T Labs Research, USA

10:00 - 10:20am:  BREAK


SESSION 7-DMIN:   DATA PRE-PROCESSING AND PREPARATION (Chair: TBA)
                  July 16, 2008 (Wednesday); 10:20am - 12:00noon
                  (LOCATION: Ballroom 1)

10:20 - 10:40am:  Privacy-Preserving Classification of Horizontally
                  Partitioned Data via Random Kernels
                  Olvi Mangasarian and Edward Wild
                  University of Wisconsin-Madison, USA

10:40 - 11:00am:  An Efficient Privacy-Preserving Data Mining Platform
                  Ronggong Song, Larry Korba, George Yee
                  National Research Council Canada, Canada

11:00 - 11:20am:  A Brief Guide to Legal Issues for Data-Miners
                  Aaron Lai, Thomas Ho, Raymond Wan
                  Bank of America, USA

11:20 - 11:40pm:  A Novel Approach for Privacy Preserving Publication of Data
                  Kvsvn Raju, Valli Kumari V, Ram Prasad Reddy Sadi,
                  Aruna Sowjanya M, Jhansi Vazram B; India

11:40 - 12:00pm:  An Improved Distortion Technique for Privacy Preserving
                  Frequent Itemset Mining
                  Ravi Chandra and Durvasula Somayajulu
                  National Institute of Technology

12:00 - 01:00pm:  LUNCH (On Your Own)


SESSION 8-DMIN:   ASSOCIATION RULE MINING (Chair: TBA)
                  July 16, 2008 (Wednesday); 01:00pm - 02:20pm
                  (LOCATION: Ballroom 1)

01:00 - 01:20pm:  Exceptional Association Rule Mining Using Genetic Network Programming
                  Kaoru Shimada and Kotaro Hirasawa
                  Waseda University, Japan

01:20 - 01:40pm:  Finding Cloesed Frequent Itemsets in Linear Time
                  Junbo Chen, Bo Zhou, Yiqun Ding, and Lu Chen
                  Zhejiang University, P. R. China

01:40 - 02:00pm:  Combined And/Or Assocation Rules
                  Kelly Yip and David Nembhard
                  Penn State University, USA

02:00 - 02:20pm:  A New Algorithm for Discovery Maximal Frequent Itemsets
                  Mohammad Nadimi-Shahraki

02:20 - 02:40pm:  BREAK


SESSION 9-DMIN:   CLASSIFICATION AND REGRESSION ANALYSIS I  (Chair: TBA)
                  July 16, 2008 (Wednesday); 02:40pm - 04:40pm
                  (LOCATION: Ballroom 1)

02:40 - 03:00pm:  A Novel Scheme for the Detection of an Unknown Class in Classification
                  Mingjun Song and Sanguthevar Rajasekaran
                  University of Connecticut, USA

03:00 - 03:20pm:  Effect of Nonlinear Resource Allocation on AIRS Classifier Accuracy
                  Shahram Golzari Hormozi, Shyamala Doriasamy, Md. Nasir B Sulaiman,
                  NurIzura Udzir

03:20 - 03:40pm:  A 3-Class Boosting Technique for Improving Regression Models
                  Claudia Becerra, Fabio Gonzalez, and Sergio Gonzalo Jimenez Vargas
                  Universidad Nacional de Colombia, Colombia

03:40 - 04:00pm:  Using Local Node Information in Decision Trees: Coupling a
                  Local Decision Rule with an Off-Centered
                  Nguyen-Khang Pham, Thanh-Nghi Do, Philippe Lenca, Stephane Lallich
                  Institut Telecom/Telecom Bretagne, Lab-STIC

04:00 - 04:20pm:  Evolving a Locally Optimized Instance Based Learner
                  Ulf Johansson, Rikard Konig, and Lars Niklasson
                  University of Boras, Sweden

04:20 - 04:40pm:  Data Mining of Modulation Types Using Cyclostationarity-Based
                  Decision Tree
                  Haifeng Xiao, Chunhua Chen, Wei Su, John Kosinski, Yun Q. Shi
                  New Jersey Institute of Technology, USA


04:40 - 06:00pm:  During this period, DMIN'08 attendees are encouraged to participate
                  in sessions belonging to ICAI'08, GEM'08, MLMTA'08, ITSL'08,
                  IKE'08, or EEE'08.  These sessions discuss topics that overlap
                  the scope of DMIN'08.

06:00 - 09:30pm:  Tutorials (please see the list of tutorials)

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