Data Warehousing and Data Mining / (Record no. 44352)

MARC details
000 -LEADER
fixed length control field 01649nam a22001817a 4500
003 - CONTROL NUMBER IDENTIFIER
control field CUTN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250522154433.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250522b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789389583755
041 ## - LANGUAGE CODE
Language English
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.74
Item number KAM
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Kamthania, Deepali
245 ## - TITLE STATEMENT
Title Data Warehousing and Data Mining /
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New Delhi :
Name of publisher, distributor, etc Wiley India,
Date of publication, distribution, etc 2022.
300 ## - PHYSICAL DESCRIPTION
Dimensions 24 cm.
520 ## - SUMMARY, ETC.
Summary, etc Divided in two sections, this book is organized in 15 chapters. The first section covers data warehousing concepts and the steps required in creating a data warehouse for a decision support system along with data warehouse implementation case study. The second section provides a comprehensive introduction to data mining and is designed to be accessible and useful to students, instructors, researchers and professionals. It includes data preprocessing, visualization, predictive modeling, association analysis, clustering, and anomaly detection. The goal is to present fundamental concepts and algorithms for each topic, thus providing reader with the necessary background for the application of data mining to the real problems.<br/><br/>Salient Features<br/>Important concepts of data warehousing and data mining.<br/>Solved numerical problems and case studies. The exercises have been provided at the end of every chapter.<br/>Chapters are organized into the following sections: Objectives, Theory and examples, Summary and Solved Problems.<br/>Summary at the end of the chapter<br/>Long and short answer type questions at the end of each chapter<br/>Tables and figures for better illustration<br/>Solutions to numerical problems.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type General Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Location Shelving location Date of Cataloging Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Non-fiction CUTN Central Library CUTN Central Library Generalia 22/05/2025   005.74 KAM 51204 22/05/2025 22/05/2025 General Books