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@inproceedings{Tan2005IntroductionTD, title={Introduction to Data Mining}, author={Pang-Ning Tan and Michael Steinbach and Vipin Kumar}, year={2005} } CDT606 This course provides the students with the skills necessary to set up, execute, and interpret the output from data mining analysis tools. This ...

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Feb 14, 2018· Avoiding False Discoveries: A completely new addition in the second edition is a chapter on how to avoid false discoveries and produce valid results, which is novel among other contemporary textbooks on data mining. It supplements the discussions in the other chapters with a discussion of the statistical concepts (statistical significance, p-values, false discovery rate, permutation testing ...

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• Data mining is a generally well-founded practical disciplinethat aims to identify interesting new relationships and patterns from data (but it is broader than that). • This course is designed to introduce basic and some advanced concepts of data mining and provide hands-on experience to data analysis, clustering, and prediction.

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Dr Pang-Ning Tan is a Professor in the Department of Computer Science and Engineering at Michigan State University. He received his M.S. degree in Physics and Ph.D. degree in Computer Science from University of Minnesota. His research interests focus on the development of novel data mining algorithms for a broad range of applications, including climate and ecological sciences, cybersecurity ...

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