Introduction to data mining (Record no. 51438)

MARC details
000 -LEADER
fixed length control field 01471nam a22002417a 4500
003 - CONTROL NUMBER IDENTIFIER
control field ISURa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190617b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789332571402
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English Language
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Item number TAN
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Tan, Pang-Ning
9 (RLIN) 72526
245 ## - TITLE STATEMENT
Title Introduction to data mining
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New Delihe
Name of publisher, distributor, etc Pearson
Date of publication, distribution, etc 2016
300 ## - PHYSICAL DESCRIPTION
Extent xix, 760 p.
Other physical details some Colour
Dimensions 23 cm.
500 ## - GENERAL NOTE
General note . Introduction --<br/>2. Data --<br/>3. Exploring data --<br/>4. Classification : basic concepts, decision trees, and model evaluation --<br/>5. Classification : alternative techniques --<br/>6. Association analysis : basic concepts and algorithms --<br/>7. Association analysis : advanced concepts --<br/>8. Cluster analysis : basic concepts and algorithms --<br/>9. Cluster analysis : additional issues and algorithms --<br/>10. Anomaly detection --<br/>App. A. Linear algebra --<br/>App. B. Dimensionality reduction --<br/>App. C. Probability and statistics --<br/>App. D. Regression --<br/>App. E. Optimization.
520 ## - SUMMARY, ETC.
Summary, etc <br/>"Introduction to Data Mining is a complete introduction to data mining for students, researchers, and professionals. It provides a sound understanding of the foundations of data mining, in addition to covering many important advanced topics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Knowledge acquisition (Expert systems)
9 (RLIN) 72527
Topical term or geographic name as entry element Database management
9 (RLIN) 66
Topical term or geographic name as entry element Data mining
9 (RLIN) 29634
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Kumar, Vipin
9 (RLIN) 72528
Personal name Steinbach, Michael
9 (RLIN) 72529
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Lending Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type Public note
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 03/05/2019 3521.76   006.312 TAN 112983 17/06/2019 19.14 17/06/2019 Lending Books $19.14
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 03/05/2019 3521.76   006.312 TAN 112984 17/06/2019 19.14 17/06/2019 Lending Books $19.14