SIAM International Conference on Data Mining (SDM15)

Renaissance Vancouver Harbourside Hotel
Vancouver, British Columbia, Canada
April 30 – May 02, 2015

Important Dates

Note: There is an abstract deadline this year--October 5, 2014 (More details can be found as follows). 

Abstract Submission: October 5, 2014, 11:59pm (MDT)
Paper Submission: October 12, 2014, 11:59pm (MDT)
Workshop Proposals: October 5, 2014, 11:59pm (MDT)
Tutorial Proposals: October 12, 2014, 11:59pm (MDT)
Author Notification: December 22, 2014

 

Description

Data mining is the computational process for discovering valuable knowledge from data. It has enormous application in numerous fields, including science, engineering, healthcare, business, and medicine. Typical datasets in these fields are large, complex, and often noisy. Extracting knowledge from these datasets requires the use of sophisticated, high-performance, and principled analysis techniques and algorithms, which are based on sound theoretical and statistical foundations. These techniques in turn require implementations on high performance computational infrastructure that are carefully tuned for performance. Powerful visualization technologies along with effective user interfaces are also essential to make data mining tools appealing to researchers, analysts, and application developers from different disciplines.

The SDM 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 is 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 and Topics of Interest

Methods and Algorithms

Applications

Human Factors and Social Issues

 

Workshops and Tutorials

The conference will feature workshops and tutorials on several special topics. Please see the SDM 2015 website for submission requirements. Examples of workshops and tutorials are available through the SDM 2014 website, http://www.siam.org/meetings/sdm14/.

 

Organizing Committee

Steering Committee Chair
Srinivasan Parthasarathy, Ohio State University, USA

General Chairs
Ke Wang, Simon Fraser University, Canada
Mohammed Zaki, Rensselaer Polytechnic Institute, USA

Program Chairs
Suresh Venkatasubramanian, University of Utah, USA
Jieping Ye, Arizona State University, USA

Workshop Chairs
Xiaoli Fern, Oregon State University, USA
Xifeng Yan, University of California Santa Barbara, USA

Tutorial Chair
Tao Li, Florida International University, USA

Doctoral Forum Chair
Anoop Sarkar, Simon Fraser University, USA

Publicity Chairs
Leman Akoglu, Stony Brook University, USA
Mohammad Al Hasan, Indiana University-Purdue University Indianapolis, USA

Sponsorship Chairs
Nitesh Chawla, University of Notre Dame, USA
Fred Popowich, Simon Fraser University, Canada    
        
    
The full call for papers will be posted early July 2015.
     

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