SIAM Conference on Data Mining (SDM11)

April 28 – April 30, 2011
Phoenix, Arizona, USA

Accepted Papers
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Click this link

Awards
……………………………………………………………………………………………………………………………… Best Paper Award

Exploiting Coherence in Reviews for Discovering Latent Facets and Associated Sentiments
*Himabindu Lakkaraju, IBM Research, India;
Chiranjib Bhattacharyya and Indrajit Bhattacharya, Indian Institute of Science, Bangalore, India;
Srujana Merugu, IBM Research, India
[Presented in Session CP9: Text and Web Mining]


Student Paper Awards

Nonparametric Bayesian Co-clustering Ensembles
*Wang, Kathryn Laskey and Carlotta Domeniconi, George Mason University, USA;
Michael I. Jordan, University of California, Berkeley, USA
[Presented Session: CP6 Clustering]

Time Series Motifs Statistical Significance
*Nuno C. Castro and Paulo Azevedo, University of Minho, Portugal
[Presented Session: CP12 Data Streams and Time Series]


Important Dates
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Paper Submission: 11:59pm, October 15, 2010 (PST)
Author Notification: December 22, 2010
Workshop/Tutorial Proposals: 11:59pm, October 15, 2010 (PST)
Travel Fund Application Deadline: January 6, 2011

Camera Ready Papers: January 25, 2011
Pre-Registration Deadline: March 31, 2011 Disconnect time is 4:00 PM EDT
Hotel Reservation Deadline: April 6, 2011

Organizing Committee
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Steering Committee Chair
Chandrika Kamath, Lawrence Livermore National Laboratory

Conference Chairs
Bing Liu, University of Illinois - Chicago
Huan Liu, Arizona State University

Program Chairs
Chris Clifton, Purdue University
Takashi Washio, Osaka University

Workshop Chairs
Arindam Banerjee, University of Minnesota
Evimaria Terzi, Boston University

Tutorial Chair
Carlotta Domeniconi, George Mason University

Publication Chair
Nitin Agarwal, University of Arkansas - Little Rock

Publicity Chairs
Rui Kuang, University of Minnesota

Sponsorship Chairs
Amol Ghoting, IBM Research
Marina Meila, University of Washington

Local Chair
Randall Eubank, Arizona State University
Jieping Ye, Arizona State University

Senior Program Committee Members
Charu Aggarwal, IBM T. J. Watson Research Center
Ming-Syan Chen, National Taiwan University
Ian Davidson, University of California - Davis
Luc De Raedt, Katholieke Universiteit Leuven
Inderjit S. Dhillon, University of Texas at Austin
Wei Fan, IBM T.J.Watson and IBM CRL
Jiawei Han, University of Illinois at Urbana-Champaign
Ruoming Jin, Kent state university
George Karypis, University of Minnesota
Eamonn Keogh, University of California - Riverside
Wai Lam, The Chinese University of Hong Kong
Jure Leskovec, Stanford University
Sameep Mehta, IBM Research - India
Wagner Meira Jr., Universidade Federal de Minas Gerais
Olfa Nasraoui, University of Louisville
Zoran Obradovic, Temple University
Celine Robardet, Universite de Lyon
Arno Siebes, Universiteit Utrecht
Masashi Sugiyama, Tokyo Institute of Technology
Jimeng Sun, IBM Research
Haixun Wang, Microsoft Research Asia
Jianyong Wang, Tsinghua University
Wei Wang, University of North Carolina at Chapel Hill
Jeffrey Yu, Chinese University of Hong Kong
Zhi-Hua Zhou, Nanjing University

Program Committee Members
Aijun An, York University
Akihiro Inokuchi, Osaka University
Albrecht Zimmermann, Katholieke Universiteit Leuven
Alfredo Cuzzocrea, Italian National Research Council
Alipio Jorge, University of Porto
Andrea Tagarelli, University of Calabria
Ardian Poernomo, Nanyang Technology University
Aristides Gionis, Yahoo! Research
Bart Goethals, University of Antwerp
Benjamin C. M. Fung, Concordia University
Bettina Berendt, Katholieke Universiteit Leuven
Byron Gao, Texas State University
Carlos Rojas, Oak Ridge National Labs
Chandan Reddy, Wayne State University
Changshui Zhang, Tsinghua University
Chang-Tien Lu, Virginia Tech
Ching-Yung Lin, IBM Watson Research Center
Claudio Lucchese, Institute of the National Research Council of Italy
Dacheng Tao, Nanyang Technological University
Daniel Boley, University of Minnesota
Daxin Jiang, Microsoft Research
Diane Cook, Washington State University
Dimitrios Gunopulos, University of Athens
Dino Pedreschi, Universita di Pisa
Edward Chang, Google China
Ee Peng Lim, Singapore Management University
Eibe Frank, University of Waikato
Erik Buchmann, Universitat Karlsruhe
Fabrice Guillet, Polytechnics Graduate School of Nantes University
Fosca Giannotti, ISTI-CNR Pisa
Gemma Garriga, University of Paris VI
Glenn Fung, Siemens Healthcare
Guozhu Dong, Wright State University
Hady Lauw, Institute for Infocomm Research
Haibin Cheng, Yahoo! Labs Silicon Valley
Haimonti Dutta, The Center for Computational Learning System
Hannu Toivonen, University of Helsinki
Hiroki Arimura, Hokkaido University
Hisashi Kashima, University of Tokyo
Hui Xiong, Rutgers University
Huzefa Rangwala, George Mason University
I. Ramakrishnan, SUNY Stony Brook
Ira Assent, Aarhus University
Jaideep Srivastava, University of Minnesota
Isabelle Bichindaritz, University of Washington
James Bailey, University of Melbourne
James Cheng, Nanyang Technological University
Jan Ramon, Katholieke Universiteit Leuven
Jean-Francois Boulicaut, Universite de Lyon, INSA Lyon
Jeroen De Knijf, University of Antwerp
Jian Pei, Simon Fraser University
Jiangtao Ren, Sun Yat-Sen University
Jianyong Wang, Tsinghua University
Jilles Vreeken, Universiteit Antwerpen
Jinze Liu, University of Kentucky
Joao Gama, University of Porto
Joerg Sander, University of Alberta
Johannes Furnkranz, Technische Universitat Darmstadt
Kamalika Das, SGT Inc/NASA Ames Research Center
Kanishka Bhaduri, MCT Inc/NASA Ames Research Center
Ke Wang, Simon Fraser University
Koji Tsuda, National Institute of Advanced Industrial Science and Technology
Kun Liu, Yahoo! Labs Silicon Valley
Kunal Punera, Yahoo! Research
Kyuseok Shim, Seoul National University
Lars Schmidt-Thieme, University of Hildesheim
Lei Tang, Yahoo! Labs Silicon Valley
Lorenza Saitta, Universita del Piemonte Orientale
Matthias Schubert, Ludwig-Maximilians-University
Matthijs van Leeuwen, Universiteit Utrecht
Michael Berthold, University of Konstanz
Michail Vlachos, University of California Riverside
Minos Garofalakis, Technical University of Crete
Myra Spiliopoulou, Otto-von-Guericke-University
Naren Ramakrishnan, Virginia Tech
Nikolaj Tatti, Laboratory of Computer and Information Science
Nitesh Chawla, University of Notre Dame
Panayiotis Tsaparas, Microsoft Research
Pang-Ning Tan, Michigan State University
Paul Bradley, Apollo Data Technologies
Pauli Miettinen, Max Planck Institut for Informatics
Peer Kroeger, Ludwig-Maximilians-Universitat Munchen
Philip Yu, University of Illinois at Chicago
Qiang Yang, Hong Kong University of Science and Technology
Raj Bhatnagar, University of Cincinnati
Rajeev Rastogi, Yahoo! Research
Raymond Chi-Wing Wong, The Hong Kong University of Science and Technology
Robert Grossman, University of Illinois at Chicago
Roberto Bayardo, Google
Rosa Meo, University of Torino
Sanjay Chawla, University of Sydney
Sheng Ma, Movivi Inc.
Shivani Agarwal, Indian Institute of Science
Siegfried Nijssen, Katholieke Universiteit Leuven
Slobodan Vucetic, Temple University
Soumya Ray, Case Western Reserve University
Spiros Papadimitriou, Carnegie Mellon University
Takeaki Uno, National Institute of Informatics
Tak-Lam Wong, The Chinese University of Hong Kong
Tamara Kolda, Sandia National Laboratories
Tao Li, Florida International University
Thomas Seidl, RWTH Aachen University
Tie-Yan Liu, Microsoft Research Asia
Tina Eliassi-Rad, Rutgers University
Ting Yu, University of Sydney
Toon Calders, Eindhoven University of Technology
Tsuyoshi Ide, IBM Research - Tokyo
Umeshwar Dayal, Hewlett Packard Development Company
Vasant Honavar, Iowa State University
Vipin Kumar, University of Minnesota
Vivekanand Gopalkrishnan, Nanyang Technological University
Wei Ding, University of Massachusetts Boston
Wei Jiang, Missouri University of Science and Technology
Weizhu Chen, Microsoft Research Asia
Xiaofeng He, Yahoo! Labs Silicon Valley
Xifeng Yan, University of California at Santa Barbara
Xindong Wu, University of Vermont
Xintao Wu, University of North Carolina at Charlotte
Yijun Sun, University of Florida
Yousef Saad, University of Minnesota
Yiping Ke, The Chinese University of Hong Kong
Yun Chi, NEC Laboratories America
Zhongfei Mark Zhang, SUNY Binghamton

Description
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Data mining is an important tool in science, engineering, industrial processes, healthcare, business, and medicine. The datasets in these fields are large, complex, and often noisy.  Extracting knowledge requires the use of sophisticated, high-performance and principled analysis techniques and algorithms, based on sound theoretical and statistical foundations. These techniques in turn require powerful visualization technologies; implementations that must be carefully tuned for performance; software systems that are usable by scientists, engineers, and physicians as well as researchers; and infrastructures that support them.

This conference provides a venue for researchers in academia and industry who are addressing these problems to present their work in a peer-reviewed forum. It also provides an ideal setting for graduate students and others new to the field to learn about cutting-edge research by hearing outstanding invited speakers and attending tutorials (included with conference registration). A set of focused workshops are also held on the last day of the conference. The proceedings of the conference are published in archival form, and are also made available on the SIAM web site.

Themes
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We invite submissions related to the design, analysis, and implementation of data mining algorithms and systems. We would especially like to encourage submissions that describe use of data mining for applications in new and/or emerging domains. Such papers should highlight the importance of employing data mining techniques in the domain and demonstrate either novel techniques, or the significance and benefits of the employed technique in comparison with alternative methods.

Methods and Algorithms
Classification
Clustering
Frequent Pattern Mining
Probabilistic and Statistical Methods
Spatial and Temporal Mining
Data Stream Mining
Abnormality and Outlier Detection
Feature Selection / Feature Extraction
Dimension Reduction
Data Reduction
Mining with Constraints
Data Cleaning and Noise Reduction
Computational Learning Theory
Multi-Task Learning
Adaptive Algorithms
Scalable and High-Performance Mining
Mining Graphs
Mining Semistructured Data
Mining Complex Datasets
Mining on Emerging Architectures
Text and Web Mining
Other Novel Methods

Applications
Astronomy & Astrophysics
High Energy Physics
Collaborative Filtering
Earth Science
Risk Management
Supply Chain Management
Customer Relationship Management
Finance
Genomics and Bioinformatics
Drug Discovery
Healthcare Management
Automation & Process Control
Logistics Management
Intrusion and Fraud detection
Bio-surveillance 
Sensor Network Applications
Social Network Analysis
Intelligence Analysis
Other Novel Applications and Case Studies

Human Factors and Social Issues
Ethics of Data Mining
Intellectual Ownership
Privacy Models
Privacy Preserving Data Mining and Data Publishing
Risk Analysis
User Interfaces
Interestingness and Relevance
Data and Result Visualization

Important Deadlines
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SUBMISSION DEADLINES

11:59pm, October 15, 2010 (PST):

Paper Submission

11:59pm, October 15, 2010 (PST):

Proposal for Workshop, Minisymposia and Tutorials

December 22, 2010:

Author Notification

January 6, 2011:

Travel Fund Application Deadline

January 25, 2011:

Camera Ready Papers

PRE-REGISTRATION DEADLINE
March 31, 2011 Disconnect time is 4:00 PM EDT

HOTEL RESERVATION DEADLINE
April 6, 2011

Submission website: Closed

SIAM International Conference on Data Mining (SDM11)

April 28, 2011 - April 30, 2011
Phoenix, Arizona

2011 Data Mining Flyer [96 KB, PDF]

For inquiries on paper submission and program: sdm2011pcchairs@gmail.com