Data analytics, computational statistics, and operations research for engineers : (Record no. 668463)
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000 -LEADER | |
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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 |
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 |
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Dept. of Computer Science | Dept. of Computer Science | Reference | 04/01/2023 | 620.00151 SAM | DCS4996 | 04/01/2023 | Book |