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  • 1
    Call number: B060:170
    Keywords: Data mining ; Artificial intelligence
    Description / Table of Contents: Part I. Machine Learning Tools and Techniques: 1. What's iIt all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer
    Abstract: Provides information on the tools and techniques of data mining, covering such topics as data transformation, ensemble learning, and datasets, and presents instructions on the Weka machine learning software
    Pages: xxxiii, 629 p. : ill.
    Edition: 3rd ed.
    ISBN: 9780123748560
    Signatur Availability
    B060:170 departmental collection or stack – please contact the library
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  • 2
    Call number: QA76.7:124(4)
    Keywords: Artificial intelligence ; Data mining
    Pages: xxxii, 621 p. : ill.
    Edition: 4th ed.
    ISBN: 9780128042915
    Signatur Availability
    QA76.7:124(4) on loan
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  • 3
    Call number: H0900:50 ; H0900:63 ; H0900:64 ; 09-EDV:1495
    Keywords: Data mining ; Java (Computer program language)
    Pages: xxv, 369 p. : ill.
    ISBN: 1558605525
    Signatur Availability
    H0900:50 departmental collection or stack – please contact the library
    H0900:63 departmental collection or stack – please contact the library
    H0900:64 departmental collection or stack – please contact the library
    09-EDV:1495 departmental collection or stack – please contact the library
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