Data Analytics, Computational Statistics, and Operations Research for Engineers: Methodologies and Applications

By: Debabrata Samanta and Sk Hafizul Islam and Naveen Chilamkurti and Mohammad Hammoudeh

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Synopsis: 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.

Book Quality:: Publisher Quality
Book Size:: 246 Pages
ISBN-13:: 9781000550467
Related ISBNs:: 9780367715120, 9780367715113, 9781003152392
Publisher:: CRC Press
Date of Addition:: 04/05/22
Copyrighted By:: selection and editorial matter, Debabrata Samanta, SK Hafizul Islam, Naveen Chilamkurti, and Mohammad Hammoudeh
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Technology
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Debabrata Samanta
Edited by:: SK Hafizul Islam
Edited by:: Naveen Chilamkurti
Edited by:: Mohammad Hammoudeh