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Machine learning and data mining : methods and applications

Machine learning and data mining : methods and applications (Loan 6 times)

Material type
단행본
Personal Author
Michalski, Ryszard Stanisaw, 1937-. Bratko, Ivan, 1914-. Kubat, Miroslav, 1958-.
Title Statement
Machine learning and data mining : methods and applications / edited by Ryszard S. Michalski, Ivan Bratko, Miroslav Kubat.
Publication, Distribution, etc
Chichester, West Sussex, Eng. ;   New York, NY :   John Wiley Sons,   c1998.  
Physical Medium
xvi, 456 p. : ill. ; 25 cm.
ISBN
0471971995
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Machine learning. Data mining.
000 00000cam u2200205 a 4500
001 000000667908
005 20151022113544
008 980420s1998 enka b 001 0 eng d
020 ▼a 0471971995
040 ▼a NTE ▼c NTE ▼d IQU ▼d 211009
049 ▼l 111161010
082 0 4 ▼a 006.31 ▼2 21
084 ▼a 006.31 ▼2 DDCK
090 ▼a 006.31 ▼b M149
245 0 0 ▼a Machine learning and data mining : ▼b methods and applications / ▼c edited by Ryszard S. Michalski, Ivan Bratko, Miroslav Kubat.
260 ▼a Chichester, West Sussex, Eng. ; ▼a New York, NY : ▼b John Wiley Sons, ▼c c1998.
300 ▼a xvi, 456 p. : ▼b ill. ; ▼c 25 cm.
504 ▼a Includes bibliographical references and index.
650 0 ▼a Machine learning.
650 0 ▼a Data mining.
700 1 ▼a Michalski, Ryszard Stanisaw, ▼d 1937-.
700 1 ▼a Bratko, Ivan, ▼d 1914-.
700 1 ▼a Kubat, Miroslav, ▼d 1958-.

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.31 M149 Accession No. 111161010 Availability Apply Branch Loan Due Date Make a Reservation Available for Reserve R Service M

Contents information

Table of Contents

GENERAL TOPICS.

A Review of Machine Learning Methods (M. Kubat, et al.).

Data Mining and Knowledge Discovery: A Review of Issues and Multistrategy Approach (R. Michalski & K. Kaufman).

Fielded Applications of Machine Learning (P. Langley & H. Simon).

Applications of Inductive Logic Programming (I. Bratko, et al.).

DESIGN AND ENGINEERING.

Application of Machine Learning in Finite Element Computation (B. Dolsak, et al.).

Application of Inductive Learning and Case-Based Reasoning for Troubleshooting Industrial Machines (M. Manago & E. Auriol).

Empirical Assembly Sequence Planning: A Multistrategy Constructive learning Approach (H. Ko).

Inductive Learning in Design: A Method and Case Study Concerning Design of Antifriction Bearing Systems (W. Moczulski).

DETECTION OF PATTERNS IN TEXTS, IMAGES AND MUSIC.

Finding Associations in Collections of Text (R. Feldman & H. Hirsh).

Learning Patterns in Images (R. Michalski, et al.).

Applications of Machine Learning to Music Research: Empirical Investigations into the Phenomenon of Musical Expression (G. Widmer).

COMPUTER SYSTEMS AND CONTROL SYSTEMS.

WebWatcher: A Learning Apprentice for the World Wide Web (R. Armstrong, et al.).

Biologically Inspired Defences Against Computer Viruses (J. Kephart, et al.).

Behavioural Cloning of Control Skill (I. Bratko, et al.).

Acquiring First-order Knowledge About Air Traffic Control (Y. Kodratoff & C. Vrain).

MEDICINE AND BIOLOGY.

Application of Machine Learning to Medical Diagnosis (I. Kononenko, et al.).

Learning to Classify Biomedical Signals (M. Kubat, et al.).

Machine Learning Applications in Biological Classification of River Water Quality (S. Deroski, et al.).

Index.


Information Provided By: : Aladin

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