Sponsored by the SIAM Activity Group on Data Mining and Analytics.

This conference is held in cooperation with the American Statistical Association.

Announcements

Best Paper Award Winners

Best Research Paper:
Triadic Measures on Graphs:  The Power of Wedge Sampling
Authors:C. Seshadhri, Ali Pinar, Tamara G. Kolda

Best Research Paper Runner Up:
Multi-objective Multi-view Spectral Clustering via Pareto Optimization
Authors: Xiang Wang, Buyue Qian, Jieping Ye, Ian Davidson

Best Application Paper:
Climate Multi-model Regression Using Spatial Smoothing
Authors: Karthik Subbian and Arindam Banerjee

Best Application Paper Runner Up:
Distribution Regularized Regression Framework for Climate Modeling
Authors: Zubin Abraham, Pang-Ning Tan, Perdinan Perdinan, Julie Winkler, Shiyuan Zhong, Malgorzata Liszewska

 

Latest announcements are available under Program Updates.

 

Math of Planet Earth 2013

2013 is designated as the year of Math of Planet Earth. SIAM supports MPE2013.

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Organizing Committee

Steering Committee Co-Chairs
Chandrika Kamath, Lawrence Livermore National Laboratory, USA
Srinivasan Parthasarathy, The Ohio State University, USA

Conference Chairs
Joydeep Ghosh, University of Texas - Austin, USA
Zoran Obradovic, Temple University, USA

Program Chairs
Jennifer Dy, Northeastern University, USA
Zhi-Hua Zhou, Nanjing University, China

Workshop Chairs
Balaji Krishnapuram, Siemens, USA
Hui Xiong, Rutgers University, USA

Tutorial Chair
Jieping Ye, Arizona State University, USA

Publicity Chairs
Yan Liu, University of Southern California, USA

Sponsorship Chairs
Ying Li, Concurix Corporation, USA
Chandan Reddy, Wayne State University, USA

Local Chair and Doctoral Forum Organizer
Latifur Khan, University of Texas, Dallas

Senior Program Committee Members
Arindam Banerjee, University of Minnesota, USA
Roberto Bayardo, Google Research, USA
Miguel Carreira-Perpinan, UC Merced, USA
Nitesh Chawla, University of Notre Dame, USA
Ian Davidson, University of California, Davis, USA
Tina Eliassi-Rad, Rutgers University, USA
Wei Fan, IBM T. J. Watson Research Center and IBM CRL, USA
Xiaoli Fern, Oregon State University, USA
Jiawei Han, University of Illinois at Urbana-Champaign, USA
Xiaofei He, Zhejiang University, China
George Karypis, University of Minnesota, USA
Tamara Kolda, Sandia National Laboratories, USA
Charles Ling, University of Western Ontario, Canada
Sofus A. Macskassy, University of Southern California, USA
Jennifer Neville, Purdue University, USA
Zaiqing Nie, Microsoft Research Asia, China
Dino Pedreschi, University of Pisa, Italy
Jian Pei, Simon Fraser University, Canada
Romer Rosales, LinkedIn, USA
Jimeng Sun, IBM T.J. Watson Research Center, USA
Pang-Ning Tan, Michigan State University, USA
Jianyong Wang, Tsinghua University, China
Wei Wang, University of California, Los Angeles, USA
Takashi Washio, Osaka University, Japan
Jeffrey Xu Yu, Chinese University of Hong Kong, Hong Kong
Philip Yu, University of Illinois at Chicago, USA
Min-Ling Zhang, Southeast University, China
Xiaojin (Jerry) Zhu, University of Wisconsin-Madison, USA

Program Committee Members
Naoki Abe, IBM T. J. Watson Research Center, USA
Evrim Acar, University of Copenhagen, Denmark
Leman Akoglu, SUNY Stony Brook, USA
David Andrzejewski, Sumo Logic, USA
Javad Azimi, Insightsone, USA
James Bailey, University of Melbourne, Australia
Natasha Balac, San Diego Supercomputer Center, USA
Justin Basilico, Netflix, USA
Paul Bennett, Microsoft Research, USA
Jonathan Berry, Sandia National Labs, USA
Liefeng Bo, University of Washington, USA
Daniel Boley, University of Minnesota, USA
Ulf Brefeld, Technical University of Darmstadt, Germany
Gavin Brown, University of Manchester, United Kingdom
Longbing Cao, University of Technology Sydney, Australia
Sharma Chakravarthy, The University of Texas at Arlington, USA
Varun Chandola, Oak Ridge National Laboratory, USA
Sanjay Chawla, University of Sydney, Australia
Shu-Ching Chen, Florida International University, USA
Phoebe Chen, La Trobe University, Australia
Enhong Chen, University of Science and Technology of China, China
Jian Chen, South China University of Technology, China
Jinchuan Chen, Renmin University of China, China
Lei Chen, Hong Kong University of Science and Technology, Hong Kong
Ming-Syan Chen, Academia Sinica, Taiwan
Songcan Chen, Nanjing University of Aeronautics and Astronautics, China
Yixin Chen, Washington University in St Louis, USA
Hong Cheng, Chinese University of Hong Kong, Hong Kong
William K. Cheung, Hong Kong Baptist University, Hong Kong
Gao Cong, Nanyang Technological University, Singapore
Diane Cook, Washington State University, USA
Alfredo Cuzzocrea, Italian National Research Council, Italy
Brian Dalessandro, New York University, USA
Christian Desrosiers, Ecole de Technologie Superieure, Canada
Chris Ding, University of Texas at Arlington, USA
Wei Ding, University of Massachusetts Boston, USA
Carlotta Domeniconi, George Mason University, USA
Zhicheng Dou, Microsoft Research Asia, China
Murat Dundar, Indiana University-Purdue University Indianapolis, USA
Danny Dunlavy, Sandia National Laboratories in Albuquerque, USA
Saso Dzeroski, Jozef Stefan Institute, Slovenia
Hoda Eldardiry, Palo Alto Research Center, USA
Yun Fu, Northeastern University, USA
Xiaoming Fu, Georg-August-University of Goettingen, Germany
Glenn Fung, Siemens, USA
Amita Gajewar, Microsoft, USA
Brian Gallagher, Lawrence Livermore National Labs, USA
Jing Gao, University of Buffalo, USA
Yang Gao, Nanjing University, China
Rayid Ghani, Obama for America, USA
Amol Ghoting, IBM TJ Watson, USA
Fosca Giannotti, ISTI-CNR Pisa, Italy
Aristides Gionis, Aalto University, Finland
Aris Gkoulalas-Divanis, IBM Research, Ireland
David Gleich, Purdue University, USA
Bart Goethals, University of Antwerp, Belgium
Yuhong Guo, Temple University, USA
Lawrence Hall, University of South Florida, USA
Yi Han, National University of Defense Technology, China
Haibo He, University of Rhode Island, USA
Jingrui He, IBM Research, USA
Tu Bao Ho, Japan Adavanced Institute of Science and Technology, Japan
Steven Hoi, Nanyang Technological University, Singapore
Junling Hu, PayPal, USA
Xian-Sheng Hua, Microsoft, USA
Ming Hua, Facebook, USA
Jun (Luke) Huan, University of Kansas, USA
Joshua Huang, Shenzhen Institute of Advanced Technology, CAS, China
Akihiro Inokuchi, Osaka University, Japan
Nathalie Japkowicz, University of Ottawa, Canada
Christopher Jermaine, Rice University, USA
Shuiwang Ji, Old Dominion University, USA
Jing Jiang, Singapore Management University, Singapore
Ruoming Jin, Kent State University, USA
Vladimir Jojic, UNC Chapel Hill, USA
Yoshinobu Kawahara, Osaka University, Japan
Yiping Ke, A*Star, Singapore
Philip Kegelmeyer, Sandia National Labs, USA
Eamonn Keogh, University of California, USA
Kristian Kersting, University of Bonn, Germany
Irwin King, The Chinese University of Hong Kong, Hong Kong
James Kwok, The Hong Kong University of Science and Technology, Hong Kong
Dongwon Lee, Pennsylvania State University, USA
Zhenhui Li, Pennsylvania State University, USA
Yuefeng Li, Queensland University of Technology, Australia
Xiaoli Li, Institute for Infocomm Research, Singapore
Qing Li, City University of Hong Kong, Hong Kong
Jiuyong Li, University of South Australia, Australia
Xue Li, The University of Queensland, Australia
Lei Li, UC Berkeley, USA
Chun-Hung Li, Hong Kong Baptist University, Hong Kong
Tao Li, Florida International University, USA
Ming Li, Nanjing University, China
Ying Li, Concurix Corporation, USA
Ee Peng Lim, Singapore Management University, Singapore
Lek-Heng Lim, University of Chicago, USA
Shou-de Lin, National Taiwan University, Taiwan
Chih-Jen Lin, National Taiwan University, Taiwan
Fei Tony Liu, Australian Taxation Office, Australia
Yan Liu, University of Southern California, USA
Tie-Yan Liu, Microsoft Research Asia, China
Jun Liu, Siemens Corporate Research, USA
Huan Liu, Arizona State University, USA
Xu-Ying Liu, Southeast University, China
David Lo, Singapore Management University, Singapore
Bo Long, LinkedIn Inc., USA
Chang-Tien Lu, Virginia Tech, USA
Ping Luo, HP Labs, China
Nikos Mamoulis, University of Hong Kong, Hong Kong
Gideon Mann, Google, USA
Fabian Moerchen, Amazon.com, USA
Abdullah Mueen, Microsoft, USA
Emmanuel Müller, Karlsruhe Institute of Technology, Germany
Art Munson, Sandia National Labs, USA
Hung Son Nguyen, Warsaw University, Poland
Xia Ning, NEC Labs America, USA
Nikunj Oza, NASA Ames Research Center, USA
Jia-Yu Pan, Google, USA
Weike Pan, Hong Kong Baptist University, Hong Kong
Spiros Papadimitriou, Rutgers University, USA
Ali Pinar, Sandia National Labs, USA
B. Aditya Prakash, Virginia Tech, USA
Yuan Qi, Purdue University, USA
Tao Qin, Microsoft, China
Huzefa Rangwala, George Mason University, USA
Chandan Reddy, Wayne State University, USA
Steffen Rendle, University of Konstanz, Germany
Jorg Sander, University of Alberta, Canada
Berkant Savas, Linkoping University, Sweden
Hanhuai Shan, Microsoft, USA
Dou Shen, CityGrid Media, USA
Victor S Sheng, University of Central Arkansas, USA
Yong Shi, Kennesaw State University, USA
Vikas Sindhwani, IBM T.J.Watson Research Center, USA
Zhao Song, Microsoft, USA
Jaideep Srivastava, University of Minnesota, USA
Karsten Steinhaeuser, University of Minnesota, USA
Masashi Sugiyama, Tokyo Institute of Technology, Japan
Liang Sun, Opera Solutions, USA
Yizhou Sun, Northeastern University, USA
Jian-Tao Sun, Microsoft, China
Einoshin Suzuki, Kyushu University, Japan
Andrea Tagarelli, University of Calabria, Italy
Ichigaku Takigawa, Hokkaido University, Japan
Ah Hwee Tan, Nanyang Technological University, Singapore
Jie Tang, Tsinghua University, China
Dacheng Tao, University of Technology Sydney, Australia
Alexandre Termier, Universite Joseph Fourier, France
Evimaria Terzi, Boston University, USA
Hanghang Tong, IBM Research, USA
Vincent S. Tseng, National Cheng Kung University, Taiwan
Grigorios Tsoumakas, Aristotle University of Thessaloniki, Greece
Koji Tsuda, National Institute of Advanced Industrial Science and Technology, Japan
Shusaku Tsumoto, Shimane University, Japan
Hamed Valizadegan, University of Pittsburgh, USA
Ranga Raju Vatsavai, Oak Ridge National Laboratory, USA
Suresh Venkatasubramanian, University of Utah, USA
Haifeng Wang, Baidu Inc., China
Haixun Wang, Microsoft Resarch Asia, China
Fei Wang, IBM TJ Watson, USA
Ke Wang, Simon Fraser University, Canada
Weng-Keen Wong, Oregon State University, USA
Raymond C Wong, Hong Kong University of Science and Technology, Hong Kong
Junjie wu, Beihang University, China
Xintao Wu, University of North Carolina at Charlotte, USA
Rongjing Xiang, Foursquare, USA
Zhengzheng Xing, Amazon, USA
Hui Xiong, Rutgers, the State University of New Jersey, USA
Guirong Xue, Shanghai Jiao Tong University, China
Hui Xue, Southeast University, China
Rong Yan, Facebook, USA
Christopher Yang, Drexel University, USA
Mi-Yen Yeh, Academia Sinica, Taiwan
Yang Yu, Nanjing University, China
Shipeng Yu, Siemens Medical Solutions, USA
De-Chuan Zhan, Nanjing University, China
Yu Zhang, Hong Kong Baptist University, Hong Kong
Daoqiang Zhang, Nanjing University of Aeronautics and Astronautics, China
Kun Zhang, MPI for Intelligent Systems, Germany
Zhongfei (Mark) Zhang, SUNY Binghamton, USA
Chengqi Zhang, The University of Technology, Sydney, Australia
Dell Zhang, Birkbeck, University of London, United Kingdom
Wenjie Zhang, University of New South Wales, Australia
Ying Zhao, Tsinghua University, China
Yu Zheng, Microsoft Research Asia, China
Zijian Zheng, Microsoft, USA
Bin Zhou, University of Maryland Baltimore County, USA
De-Yu Zhou, Southeast University, China
Xueyuan Zhou, Quantitative Risk Management, USA
Feida Zhu, Singapore Management University, Singapore
Jun Zhu, Tsinghua University, China
Xingquan Zhu, Florida Atlantic University, USA

 

Description

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 implementations that are carefully tuned for performance; powerful visualization technologies; interface 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 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 presentations and 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 arepublished in archival form, and are also made available on the SIAM web site.

 

Funding Agency

nsf


SIAM and the Conference Organizing Committee wish to extend their thanks and appreciation to the U.S. National Science Foundation for its support of this conference.






Themes

Methods and Algorithms
• Classification
• Clustering
• Frequent Pattern Mining
• Probabilistic & Statistical Methods
• Spatial & Temporal Mining
• Data Stream Mining
• Abnormality & Outlier Detection
• Feature Selection/ Feature Extraction
• Dimension Reduction
• Data Reduction
• Mining with Constraints
• Data Cleaning & Noise Reduction
• Computational Learning Theory
• Multi-Task Learning
• Adaptive Algorithms
• Scalable & High-Performance Mining
• Mining Graphs
• Mining Semi structured Data
• Mining Complex Datasets
• Mining on Emerging Architectures
• Text & 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 & Bioinformatics
• Drug Discovery
• Healthcare Management
• Automation & Process Control
• Logistics Management
• Intrusion & Fraud detection
• Bio-surveillance
• Sensor Network Applications
• Social Network Analysis
• Intelligence Analysis
• Other Novel Applications & Case Studies

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

 

Important Deadlines

SUBMISSION DEADLINES

September 30, 2012 11:59 PM PST: Workshop/Tutorial Proposals
October 12, 2012  October 15, 2012 11:59 PM PST:  Paper Submission*
December 20, 2012: Author Notification
January 30, 2013: Camera Ready Papers Due

*Note that paper submissions should have a maximum length of 9 pages
To submit optional supplementary material, please see instructions on http://www.siam.org/meetings/sdm13/submissions.php.

 

TRAVEL FUND APPLICATION DEADLINE
January 23, 2013: SIAM Student Travel Award and Post-doc/Early Career Travel Award Applications

PRE-REGISTRATION DEADLINE
April 4, 2013 Disconnect time is 4:00 PM EDT

HOTEL RESERVATION DEADLINE
April 2, 2013

 

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