Data analytics, computational statistics, and operations research for engineers : (Record no. 668463)

MARC details
000 -LEADER
fixed length control field 01653cam a22001938i 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780367715113
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780367715120
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 620.00151
Edition number 23/eng/20211118
Item number SAM
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Samanta, Debabrata
245 00 - TITLE STATEMENT
Title Data analytics, computational statistics, and operations research for engineers :
Sub Title methodologies and applications /
Statement of responsibility, etc edited by Debabrata Samanta, SK Hafizul Islam, Naveen Chilamkurti, and Mohammad Hammoudeh.
250 ## - EDITION STATEMENT
Edition statement First edition.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Boca Raton
Name of publisher CRC Press
Year of publication 2022
300 ## - PHYSICAL DESCRIPTION
Number of Pages pages cm
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc "With the rapidly advancing fields of Data Analytics and Computational Statistics, it's important to keep up with current trends, methodologies, and applications. This book investigates the role of data mining in computational statistics for machine learning. It offers applications that can be used in various domains and examines the role of transformation functions in optimizing problem statements. Data Analytics, Computational Statistics, and Operations Research for Engineers: Methodologies and Applications presents applications of computationally intensive methods, inference techniques, and survival analysis models. It discusses how data mining extracts information and how machine learning improves the computational model based on the new information. Those interested in this reference work will include students, professionals, and researchers working in the areas of data mining, computational statistics, operations research, and machine learning"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Engineering
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Samanta, Debabrata,
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Holdings
Withdrawn status Lost status Damaged status Not for loan Home Library Current Location Shelving location Date acquired Full call number Accession Number Price effective from Koha item type
        Dept. of Computer Science Dept. of Computer Science Reference 04/01/2023 620.00151 SAM DCS4996 04/01/2023 Book