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Machine learning and data mining : methods and applications

Machine learning and data mining : methods and applications

자료유형
단행본
개인저자
Michalski, Ryszard Stanisaw, 1937-. Bratko, Ivan, 1914-. Kubat, Miroslav, 1958-.
서명 / 저자사항
Machine learning and data mining : methods and applications / edited by Ryszard S. Michalski, Ivan Bratko, Miroslav Kubat.
발행사항
Chichester, West Sussex, Eng. ;   New York, NY :   John Wiley Sons,   c1998.  
형태사항
xvi, 456 p. : ill. ; 25 cm.
ISBN
0471971995
서지주기
Includes bibliographical references and index.
일반주제명
Machine learning. Data mining.
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008 980420s1998 enka b 001 0 eng d
020 ▼a 0471971995
040 ▼a NTE ▼c NTE ▼d IQU ▼d 211009
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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-.

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 006.31 M149 등록번호 111161010 도서상태 분관대출신청 반납예정일 예약 예약가능 R 서비스 M

컨텐츠정보

저자소개

Ivan Bratko(엮은이)

Ryszard S. Michalski(엮은이)

Miroslav Kubat(엮은이)

정보제공 : Aladin

목차

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.


정보제공 : Aladin

관련분야 신착자료

Stevens, Eli (2020)