Data analytics, computational statistics, and operations research for engineers :
نام عام مواد
[Book]
ساير اطلاعات عنواني
methodologies and applications /
نام نخستين پديدآور
edited by Debabrata Samanta, SK Hafizul Islam, Naveen Chilamkurti, and Mohammad Hammoudeh.
وضعیت ویراست
وضعيت ويراست
First edition.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Boca Raton :
نام ناشر، پخش کننده و غيره
CRC Press, Taylor & Francis Group,
تاریخ نشرو بخش و غیره
2022.
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
"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"--
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Data analytics, computational statistics, and operations research for engineers