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 Paper Award:
Robust Subspace Discovery Through Supervised Low-Rank Constraints
Authors: Sheng Li and Yun Fu

Best Paper Runner Up:
On Randomly Projected Hierarchical Clustering with Guarantees
Authors: Johannes Schneider and Michail Vlachos

Best Student Paper Award:
Turning the Tide: Curbing Deceptive Yelp Behaviors
Authors: Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, George Burri, Duen Horng Chau

Best Student Paper Runner Up:
Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation
Authors: Lijing Qin, Shouyuan Chen, Xiaoyan Zhu, Michael Lyu, Irwin King

 

The Sheraton Society Hill is approaching a sellout situation over the conference dates.
In the event you are unable to make your reservation at the Sheraton Society Hill over your preferred dates, please contact A Room with a View (1-800-780-4343) for assistance in making a reservation at a nearby hotel. They will secure the lowest available rate within a short distance to Sheraton Society Hill. This is a complimentary service being offered to attendees of the SIAM International Conference on Data Mining.

In the event that rooms become available at Sheraton Society Hill due to cancellations, A Room With A View will notify conference attendees and help transfer reservations back to the Sheraton in the order in which they were booked.

Sheraton Society Hill Local Restaurant Guide. [PDF, 30KB]

Deadline for student travel requests and participation in the Doctoral Forum is January 22, 2014 Extended: January 29, 2014. For more details, click here.

To RSVP to the conference on Facebook and connect with other attendees, find roommates etc., please visit https://www.facebook.com/events/151681991690841/.

If you are tweeting about the conference, please use the designated hashtag to enable other attendees to keep up with the Twitter conversation and to allow better archiving of our conference discussions.  The hashtag for this meeting is #SIAMSDM14.

 

Organizing Committee

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

Conference Chairs
Zoran Obradovic, Temple University, USA
Mohammed Zaki, Qatar Computing Research Institute (QCRI), Qatar and Rensselaer Polytechnic Institute (RPI), USA

Program Chairs
Pang Ning Tan, Michigan State University, USA
Arindam Banerjee, University of Minnesota, USA

Workshop Chairs
Tina Eliassi-Rad, Rutgers University, USA
Amol Ghoting, IBM T.J. Watson Research Center, USA

Tutorial Chair
Suresh Venkatasubramanian, University of Utah, USA

Publicity Chairs
Xiaoli Fern, Oregon State University, USA
Jing Gao, State University of New York, Buffalo, USA

Sponsorship Chairs
Hui Xiong, Rutgers University, USA
Matthew Otey, Google, USA

Local Chair
Slobodan Vucetic, Temple University, USA

Senior Program Committee
Naoki Abe, IBM T.J. Watson Research Center, USA
Roberto Bayardo, Google, USA
Longbing Cao, University of Technology Sydney, Australia
Varun Chandola, Oak Ridge National Laboratory, USA
Nitesh Chawla, University of Notre Dame, USA
Sanjay Chawla, University of Sydney, Australia
Ian Davidson, University of California, Davis, USA
Carlotta Domeniconi, George Mason University, USA
Christos Faloutsos, Carnegie Mellon University, USA
Wei Fan, Huawei, China
Jiawei Han, University of Illinois at Urbana-Champaign, USA
Rong Jin, Michigan State University, USA
George Karypis, University of Minnesota, USA
Eamonn Keogh, University of California, Riverside, USA
Tamara Kolda, Sandia National Laboratories, USA
Balaji Krishnapuram, Siemens, USA
Ee-Peng Lim, Singapore Management University, Singapore
Huan Liu, Arizona State University, USA
Sofus Macskassy, Facebook, USA
Claire Monteleoni, George Washington University, USA
Jennifer Neville, Purdue University, USA
Nikunj Oza, NASA Ames Research Center, USA
Jian Pei, Simon Fraser University, Canada
Jimeng Sun, IBM T.J. Watson Research Center, USA
Jianyong Wang, Tsinghua University, China
Takashi Washio, Osaka University, Japan
Jeffrey Yu, Chinese University of Hong Kong, Hong Kong
Philip Yu, University of Illinois at Chicago, USA
Xiaojin Zhu, University of Wisconsin-Madison, USA

Program Committee
Evrim Acar, University of Copenhagen, Denmark
Nitin Agarwal, University of Arkansas at Little Rock, USA
Leman Akoglu, SUNY Stony Brook, USA
Anthony Bagnall, University of East Anglia, United Kingdom
James Bailey, University of Melbourne, Australia
Justin Basilico, Netflix, USA
Sugato Basu, Google, USA
Gustavo E. A. P. A. Batista, University of Sao Paulo, Brazil
Michele Benzi, Emory University, USA
Jonathan Berry, Sandia National Labs, USA
Kanishka Bhaduri, Netflix, USA
Sam Blasiak, George Mason University, USA
Daniel Boley, University of Minnesota, USA
Shyam Boriah, University of Minnesota, USA
Suratna Budalakoti, University of Texas Austin, USA
Polo Chau, Georgia Tech, USA
Ming-Syan Chen, Academia Sinica, Taiwan
Phoebe Chen, La Trobe University, Australia
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
Eric C. Chi, Rice University, USA
Gao Cong, Nanyang Technological University, Singapore
John Conroy, IDA Center for Computing Sciences, USA
Diane Cook, Washington State University, USA
Alfredo Cuzzocrea, Italian National Research Council, Italy
Kamalika Das, NASA/University Affliated Research Center, USA
Santanu Das, NASA/University Affiliated Research Center, USA
Christian Desrosiers, Ecole de Technologie Superieure, Canada
Wei Ding, University of Massachusetts Boston, USA
Murat Dundar, Indiana University-Purdue University Indianapolis, USA
Danny Dunlavy, Sandia National Laboratories in Albuquerque, USA
Haimonti Dutta, Columbia University, USA
Saso Dzeroski, Jozef Stefan Institute, Slovenia
Ya J. Fan, Lawrence Livermore National Laboratory, USA
Brian Gallagher, Lawrence Livermore National Labs, USA
Yang Gao, Nanjing University, China
Eric Gaussier, Universite Joseph Fourier, France
Yong Ge, University of North Carolina, Charlotte, USA
Rayid Ghani, University of Chicago, USA
Shalini Ghosh, SRI, 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
Francesco Gullo, Yahoo! Labs, Spain
Jingrui He, Stevens Institute of Technology, USA
Qi He, LinkedIn, USA
Steven Hoi, Nanyang Technological University, Singapore
Bao Qing Hu, Wuhan University, China
Jun (Luke) Huan, University of Kansas, USA
Joshua Huang, Shenzhen Institute of Advanced Technology, China
Seung-won Hwang, Postech, Korea
Akihiro Inokuchi, Osaka University, Japan
Nathalie Japkowicz, University of Ottawa, Canada
Madhav Jha, Sandia National Laboratories, USA
Shuiwang Ji, Old Dominion University, USA
Ruoming Jin, Kent State University, USA
Vladimir Jojic, UNC Chapel Hill, USA
Yoshinobu Kawahara, Osaka University, Japan
Jaya Kawale, Adobe Research, USA
Yiping Ke, A*Star, Singapore
Philip Kegelmeyer, Sandia National Labs, 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
Hady Wirawan Lauw, Singapore Management University, Singapore
Jiuyong Li, University of South Australia, Australia
Lei Li, UC Berkeley, USA
Ming Li, Nanjing University, China
Tao Li, Florida International University, USA
Wujun Li, Shanghai Jiao Tong University, China
Zhenhui Li, Pennsylvania State University, USA
Jessica Lin, George Mason University, USA
Shou-de Lin, National Taiwan University, Taiwan
Jun Liu, SAS, USA
Yan Liu, University of Southern California, USA
David Lo, Singapore Management University, Singapore
Aurelie Lozano, IBM Research, USA
Chang-Tien Lu, Virginia Tech, USA
Ping Luo, HP Labs, USA
Nikos Mamoulis, University of Hong Kong, Hong Kong
Prakash MandayamComar, Dow Chemical, USA
Ole Mengshoel, CMU Silicon Valley, USA
Abdullah Mueen, Microsoft, USA
Emmanuel Mueller, Karlsruhe Institute of Technology (KIT), Germany
Vijay Narayanan, Microsoft Research, USA
Xia Ning, NEC Labs America, USA
Jia-Yu Pan, Google, USA
Spiros Papadimitriou, Rutgers University, USA
Ali Pinar, Sandia National Labs, USA
B. Aditya Prakash, Virginia Tech, USA
Yanjun Qi, NEC Labs America, USA
Yuan Qi, Purdue University, USA
Buyue Qian, IBM T. J. Watson, USA
Chedy Raissi, INRIA, France
Thanawin (Art) Rakthanmanon, Kasetsart University, Thailand
Huzefa Rangwala, George Mason University, USA
Chandan Reddy, Wayne State University, USA
Marie-Christine Rousset, University of Grenoble, France
Ansaf Salleb-Aoussi, Columbia University, USA
Hanhuai Shan, Microsoft, USA
Shashi Shekhar, University of Minnesota, USA
Dou Shen, Baidu, China
Myra Spiliopoulou, Magdeburg University, Germany
Ashok Srivastava, Verizon, USA
Jaideep Srivastava, University of Minnesota, USA
Michael Steinbach, University of Minnesota, USA
Karsten Steinhaeuser, University of Minnesota, USA
Fabio Stella, University of Milano-Bicocca, Italy
Masashi Sugiyama, Tokyo Institute of Technology, Japan
Yizhou Sun, Northeastern University, USA
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
Lei Tang, Walmart labs, USA
Dacheng Tao, University of Technology Sydney, Australia
Alexandre Termier, Universite Joseph Fourier, France
Evimaria Terzi, Boston University, USA
Hanghang Tong, IBM Research, USA
Shusaku Tsumoto, Shimane University, Japan
Giorgio Valentini, University of Milan, Italy
Hamed Valizadegan, NASA Ames Research Center, USA
Ranga Raju Vatsavai, Oak Ridge National Laboratory, USA
Michail Vlachos, IBM Zurich Research Laboratory, Switzerland
Ke Wang, Simon Fraser University, Canada
Lei Wang, Australia Wollongong University, Australia
Xin Wang, University of Calgary, Canada
Xiang Wang, IBM T. J. Watson, USA
Tim Weninger, University of Notre Dame, USA
Raymond Chi-Wing Wong, Hong Kong University of Science and Technology, Hong Kong
Weng-Keen Wong, Oregon State University, USA
Junjie Wu, Beihang University, China
Xintao Wu, University of North Carolina at Charlotte, USA
Jierui Xie, Samsung R&D Center, USA
Jianliang Xu, Hong Kong Baptist University, Hong Kong
Guirong Xue, Shanghai Jiao Tong University, China
Rong Yan, Facebook, USA
De-Nian Yang, Academia Sinica, Taiwan
Mi-Yen Yeh, Academia Sinica, Taiwan
Guoxian Yu, Southwest University, China
Lei Yu, Binghamton University, USA
Shipeng Yu, Siemens Medical Solutions, USA
De-Chuan Zhan, Nanjing University, China
Chengqi Zhang, The University of Technology Sydney, Australia
Dell Zhang, Birkbeck University of London, United Kingdom
Min Zhang, Tsinghua University, China
Ping Zhang, IBM TJ Watson, USA
Ya (Anne) Zhang, Shanghai Jiao Tong University, China
Zhongfei (Mark) Zhang, SUNY Binghamton, USA
Ying Zhao, Tsinghua University, China
Zheng Alan Zhao, SAS, USA
Yu Zheng, Microsoft Research Asia, China
Bin Zhou, University of Maryland Baltimore County, USA
Jiayu Zhou, Arizona State University, USA
Feida Zhu, Singapore Management University, Singapore
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 are published 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
• Graphical Models
• Spatial & Temporal Mining
• Data Stream Mining
• Abnormality & Outlier Detection
• Feature Extraction, Selection and Dimension Reduction
• Mining with Constraints
• Data Cleaning & Preprocessing
• Computational Learning Theory
• Multi-Task Learning
• Online Algorithms
• Big Data, Scalable & High-Performance Computing Techniques
• Mining with Data Clouds
• Mining Graphs
• Mining Semi Structured Data
• Mining Complex Datasets
• Mining on Emerging Architectures
• Text & Web Mining
• Optimization Methods
• Other Novel Methods

Applications
• Astronomy & Astrophysics
• High Energy Physics
• Collaborative Filtering
• Climate/Ecological/Environmental 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
• Other Human Factors and Social Issues

Important Deadlines

SUBMISSION DEADLINES

September 27, 2013 11:59 PM PDT: Workshop Proposals
October 13, 2013 11:59 PM PDT: Tutorial Proposals
October 6, 2013 11:59 PM PDT: Abstract Submission
October 13, 2013 11:59 PM PDT: Paper Submission
December 22, 2013: Author Notification
January 23, 2014: Camera Ready Papers Due

TRAVEL FUND APPLICATION DEADLINE
January 22, 2014 Extended: January 29, 2014: SIAM Student Travel Award and Post-doc/Early Career Travel Award Applications

PRE-REGISTRATION DEADLINE
March 27, 2014 : Disconnect time is 4:00 PM EDT

HOTEL RESERVATION DEADLINE
March 27, 2014

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