SIAM International Conference on Data Mining (SDM23)

About the Conference

This conference is sponsored by the SIAM Activity Group on Data Science.

Data mining is the computational process for discovering valuable knowledge from data – the core of Data Science. 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, data scientists and application developers from different disciplines, as well as usable by stakeholders.

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 to network and get feedback for their work (as part of the doctoral forum). Everyone new to the field can also 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 online.

General Co-chairs

Shashi Shekhar, University of Minnesota, U.S
Zhi-Hua Zhou, Nanjing University, China

Program Co-chairs

Yao-Yi Chiang, University of Minnesota, U.S
Gregor Stiglic, University of Maribor, Slovenia

Steering Committee Chair

Zoran Obradovic, Temple University, U.S.

Awards Chair

Hanghang Tong, University of Illinois Urbana Champaign, U.S.

Blue Sky Ideas Track Chair

Nitesh Chawla, University of Notre Dame, U.S.

Doctoral Forum Chairs

Liyue Fan, University of North Carolina, Charlotte, U.S.
Miao Xu, Queensland University, Australia

Local Chair

Ju Sun, University of Minnesota, U.S.

Panels Chair

Jaideep Srivastava, University of Minnesota, U.S.

Proceedings Co-Chairs

Jina Kim, University of Minnesota, U.S.
Primoz Kocbek, University of Maribor, Slovenia

Publicity Co-Chairs

Arianna Dagliati, University of Pavia, Italy
Yao-Xiang Ding, Zhejiang University, China
Zhe Jiang, University of Florida, U.S.

Tutorials Co-chairs

Sheng Li, University of Virginia, U.S.
Han-Jia Ye, Nanjing University, China

Workshop Co-chairs

Jelena Gligorijevic, Yahoo Research, U.S.
Ping Zhang, The Ohio State University, U.S.

Steering Committee

Chid Apte, IBM T.J. Watson Research Center, U.S.
Christos Faloutsos, Carnegie Mellon University, U.S.
Joydeep Ghosh, The University of Texas at Austin, U.S.
Jiawei Han, University of Illinois at Urbana-Champaign, U.S.
Chandrika Kamath, Lawrence Livermore National Laboratory, U.S.
Vipin Kumar, University of Minnesota, U.S.
Haesun Park, Georgia Institute of Technology, U.S.
Srinivasan Parthasarathy, Ohio State University, U.S.
Qiang Yang, Hong Kong University of Science and Technology, U.S.
Philip Yu, University of Illinois at Chicago, U.S.

Senior Program Committee

View a list of the Senior Program Committee members here.

Program Committee

View a list of the Program Committee members here.

Funding Agency

SIAM and the Organizing Committee wish to extend their thanks and appreciation to the DOE Office of Advanced Scientific Computing Research for their support.

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