SIAM International Conference on Data Mining (SDM22) 2022 | Society for Industrial and Applied Mathematics | 28 April 2022 | The Westin Alexandria Old Town, 400 Courthouse Square, Alexandria, VA 22314, USA

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) and everyone 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.

2022 Speakers

STEERING COMMITTEE CHAIR:

Zoran Obradovic
Professor and Center Director, Temple University

STEERING COMMITTEE:

Chid Apte
Chair - IBM Research Mathematical Sciences Council, IBM T.J. Watson Research Center

Christos Faloutsos
Greek computer scientist and a professor, Carnegie Mellon University

Joydeep Ghosh
(Chaired) Professor, The University of Texas at Austin

Jiawei Han
Abel Bliss Professor in the Department of Computer Science, University of Illinois at Urbana-Champaign

Chandrika Kamath
Project Lead/Data Scientist, Lawrence Livermore National Laboratory

Vipin Kumar
Regents Professor and William Norris Chair in Large Scale Computing, University of Minnesota

Haesun Park
Professor, Georgia Institute of Technology

Srinivasan Parthasarathy
Professor, Ohio State University

Qiang Yang
University Named Chair Professor, Hong Kong University of Science and Technology

Philip Yu
UIC Distinguished Professor & Wexler Chair of Information Technology, University of Illinois at Chicago

TUTORIALS CHAIR:

Arthur Zimek
Professor, Department of Mathematics and Computer Science (IMADA), University of Southern Denmark (SDU)

DOCTORAL FORUM CHAIRS:

Jiliang Tang
Associate Professor, Michigan State University

Han-Jia Ye
Associate Researcher in the School of Artificial Intelligence, Nanjing University

PANELS CHAIR:

Nitesh Chawla
Founding Director of Lucy Family Institute for Data and Society and Frank M Freimann Professor of Computer Science and Engineering, University of Notre Dame

AWARDS CHAIR:

Seshadhri Comandur
Professor, Computer Science and Engineering, University of California Santa Cruz

PUBLICITY CO-CHAIRS:

Pravi Devineni
Senior Data Scientist, Humana

Cristina Menghini
Postdoctoral Researcher, Brown University

Stefan Neumann
Postdoctoral Researcher, KTH Royal Institute of Technology

PROGRAM CO-CHAIRS:

Vagelis Papalexakis
Associate Professor, University of California, Riverside

Matteo Riondato
Assistant Professor of Computer Science, Amherst College

GENERAL CO-CHAIRS:

Arindam Banerjee
Founder Professor in Engineering, University of Illinois at Urbana-Champaign

Zhi-Hua Zhou
Professor, Nanjing University

WORKSHOP CO-CHAIRS:

Gregor Stiglic
Associate Professor, University of Maribor

Takashi Washio
Senior Manager, AGC Asia Pacific Pte

2022 Sponsor

• IBM Research