This comprehensive textbook on data mining details the unique steps of the knowledge discovery process that prescribes the sequence in which data mining projects should be performed, from problem and data understanding through data preprocessing to deployment of the results. This knowledge discovery approach is what distinguishes Data Mining from other texts in this area. The book provides a suite of exercises and includes links to instructional presentations. Furthermore, it contains appendices of relevant mathematical material.

Data Mining: A Knowledge Discovery Approach

Computers & Technology

Krzysztof J. Cios

Witold Pedrycz

Roman W. Swiniarski

Lukasz A. Kurgan

Computer Science

Springer

Fuzzy Control and Fuzzy Systems (Electronic and Electrical Engineering Research Studies: Control Theory and Applications)

Research Studies Press

Multicriteria Decision-Making Under Conditions of Uncertainty: A Fuzzy Set Perspective

Petr Ekel

Joel Pereira

wiley

Fuzzy Multicriteria Decision-Making: Models, Methods and Applications

Roberta Parreiras

Software Engineering

James F Peters

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Books by Witold Pedrycz