Introduction to Data Mining (Record no. 295683)

MARC details
000 -LEADER
fixed length control field 01017nam a2200157Ia 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789332518650
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312 TAN-I
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Pang-Ning Tan
245 ## - TITLE STATEMENT
Title Introduction to Data Mining
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Noida
Name of publisher, distributor, etc. Pearson / Dorling Kindersley ( India ) Pvt.Ltd
Date of publication, distribution, etc. 2014
300 ## - PHYSICAL DESCRIPTION
Extent 732p.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note 1. Introduction -- 2. Data -- 3. Exploring data -- 4. Classification : basic concepts, decision trees, and model evaluation -- 5. Classification : alternative techniques -- 6. Association analysis : basic concepts and algorithms -- 7. Association analysis : advanced concepts -- 8. Cluster analysis : basic concepts and algorithms -- 9. Cluster analysis : additional issues and algorithms -- 10. Anomaly detection -- App. A. Linear algebra -- App. B. Dimensionality reduction -- App. C. Probability and statistics -- App. D. Regression -- App. E. Optimization.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining. Exploration de données (Informatique)
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Michael Steinbach; Vipin Kumar
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
        Dept. of Computational Biology and Bioinformatics Dept. of Computational Biology and Bioinformatics Processing Center 01/09/2015   006.312 TAN-I DCB2520 01/09/2015 19/07/2019 Book