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Data mining : concepts, models, methods, and algorithms / Mehmed Kantardzic.
- Format:
- Book
- Author/Creator:
- Kantardzic, Mehmed.
- Language:
- English
- Subjects (All):
- Data mining.
- Physical Description:
- 1 online resource (xvii, 534 pages)
- polychrome
- Edition:
- Second edition.
- Place of Publication:
- Hoboken, NJ : Wiley-IEEE Press, [2011]
- System Details:
- text file
- Contents:
- Data-Mining Concepts
- Preparing the Data
- Data Reduction
- Learning from Data
- Statistical Methods
- Decision Trees and Decision Rules
- Artificial Neural Networks
- Ensemble Learning
- Cluster Analysis
- Association Rules
- Web Mining and Text Mining
- Advances in Data Mining
- Genetic Algorithms
- Fuzzy sets and Fuzzy Logic
- Visualization Methods
- Appendix A
- Appendix B: Data-Mining Applications.
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. Hoboken, N.J. Available via World Wide Web.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Class of 1924 Book Fund.
- Other Format:
- Print version: Data Mining.
- ISBN:
- 9781118029145
- 1118029143
- Publisher Number:
- 99947572855
- Access Restriction:
- Restricted for use by site license.
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