Michael Steinbach's Home Page

Michael Steinbach Affiliations and Address:
stei0062 at umn.edu
http://www.cs.umn.edu/~stei0062/

Group Administrator: Laura Connor
kradmin@umn.edu>
Phone (612) 626 7514, Fax (612) 625 0572
      
Researcher
Department of Computer Science and Engineering
5-225A, Keller Hall
University of Minnesota
Minneapolis, MN 55455
Phone (612) 625 7503

[short bio], [full vita], [professional activities],  [research projects], [book], [publications], [Google Scholar Link], [NCBI Bib], [software packages]

Short Biography

Dr. Steinbach earned his B.S. degree in Mathematics, a M.S. degree in Statistics, and M.S. and Ph.D. degrees in Computer Science from the University of Minnesota. He is currently a researcher in the Department of Computer Science and Engineering at the University of Minnesota, Twin Cities working in the research group of Prof. Vipin Kumar.  His research interests are in the area of data mining, machine learning, biomedical informatics, and statistics.  Dr. Steinbach is a co-author of the data mining textbook, Introduction to Data Mining, published by Addison-Wesley, which is used world-wide and has been translated into many languages.
Previously, he held a variety of software engineering, analysis, and design positions in industry at Silicon Biology, Racotek, and NCR.

 

Professional Activities


Research Projects..

Curent Projects

Recently Completed Projects



Book

Introduction to Data Mining

Introduction to Data Mining, second edition 

Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, Vipin Kumar
Addison-Wesley, 2019. ISBN-13 :
978-0133128901.



Software Packages

Code for visualizing and finding support envelopes, which capture the overall structure of  the association patterns in a transaction data set