SIAM International Conference on Data Mining (SDM24) April 18 - 20, 2024

About the Conference

This meeting 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.

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 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 are also scheduled during 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.
Vagelis Papalexakis, University of California, Riverside, U.S.

Program Co-Chairs

Jing Gao, Purdue University, U.S.
Zhe Jiang, University of Florida, U.S.

Workshops Co-Chairs

Anuj Karpatne, Virginia Tech, U.S.
Danai Koutra, University of Michigan/Amazon, U.S.

Tutorials Chair

Qi Li, Iowa State University, U.S.

Doctoral Forum Co-Chairs

Jelena Gligorijevic, Yahoo! Research, U.S.
Jundong Li, University of Virginia, U.S.

Panel Chair

Paul A Pavlou, University of Houston, U.S.

Publicity Co-Chairs

Li Zhang, University of Texas Rio Grande Valley, U.S.
Sandro I. Radovanović, University of Belgrade, Serbia
Guanjie Zheng, Shanghai Jiaotong University, China

Local Chair

Na Zou, Texas A&M University, U.S.

Awards Chair

Yizhou Sun, University of California, Los Angeles, U.S.

Proceedings Co-Chairs

Haoyu Wang, Purdue University, U.S.
Arpan Man Sainju, Middle Tennessee State University, U.S.

Blue Sky Idea Track Chair

Matteo Riondato, Amherst College, U.S.

Steering Committee Chair

Zoran Obradovic, Temple University, U.S.

Funding Agency

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