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Introduction to Data Mining, 2nd edition
Pang-Ning Tan, Michigan State University,
Michael Steinbach, University of Minnesota
Anuj Karpatne, Virginia Tech
Vipin Kumar, University of Minnesota
Quick Links:
- What is new in the Second Edition?
- Table of Contents
- Sample Chapters
- Resources for Instructors and Students
- Link to PowerPoint Slides (Do not currently meet accessibility standards.)
- Link to Figures as PowerPoint Slides
- Link to Python Notebooks and Tutorials
- Link to R Code Examples (Courtesy: Michael Hahsler)
- Solution Manual and Question Bank
- Errata (Nov 24, 2023)
Webpage for First Edition (2005)
Link to Pearson Page of Book
Link to electronic version of book
Introduction to Parallel Computing (Second Edition)
Ananth Grama, Anshul Gupta, George Karypis, and Vipin Kumar.
Addison-Wesley, 2003. ISBN 0-201-64865-2.
International Chinese Edition 2003, Chinese translation, China Machine press, 2004.
Additional Books
Computational Approaches for Protein Function Prediction by Gaurav Pandey, Chad L. Myers, Michael Steinbach and Vipin Kumar, Wiley & Sons, 2012. ISBN: 0-470-13818-1.
Managing Cyber Threats: Issues, Approaches and Challenges, edited by V. Kumar, J. Srivastava, and A. Lazarevic, Springer, May 2005. ISBN: 0-387-24226-0.
Data Mining for Scientific and Engineering Applications, edited by R. Grossman, C. Kamath, W. P. Kegelmeyer, V. Kumar, and R. Namburu, Kluwer Academic Publishers, 2001. ISBN: 1-4020-0033-2.
Introduction to Parallel Computing: Design and Analysis of Algorithms, by Vipin Kumar, Ananth Grama, Anshul Gupta and George Karypis, Benjamin-Cummings Publishing Company, 1993. ISBN: 978-0-8053-3170-7.
Parallel Processing for Artificial Intelligence, Volume 1, edited by Laveen Kanal, Vipin Kumar, Hiroaki Kitano and Christian B. Suttner, North-Holland, June 1994. ISBN: 0-444-81704-2
Parallel Processing for Artificial Intelligence, Volume 2, edited by Hiroaki Kitano, Vipin Kumar, and Christian B. Suttner, North-Holland, July 1994. ISBN: 0-444-81837-5
Search in Artificial Intelligence, edited by Laveen Kanal and Vipin Kumar, Springer-Verlag, 1988. ISBN: 1-4613-8788-6. DOI.
Parallel Algorithms for Machine Intelligence and Vision, edited by V. Kumar, P.S. Gopalkrishnan, and L. Kanal, Springer-Verlag, March 1990. ISBN: 1-4612-3390-9. DOI.