Intelligent Data Analysis: From Data Gathering to Data Comprehension

Gupta, Deepak, Bhattacharyya, Siddhartha, Khanna, Ashish

Intelligent Data Analysis: From Data Gathering to Data Comprehension
  • 出版商: Wiley
  • 出版日期: 2020-07-13
  • 售價: $3,980
  • 貴賓價: 9.5 折 $3,781
  • 語言: 英文
  • 頁數: 432
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119544459
  • ISBN-13: 9781119544456
  • 相關分類: Data Science

    • 立即出貨 (庫存 < 3)

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商品描述

This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems with data analysis tools.

商品描述(中文翻譯)

本書專注於智能數據分析的方法和工具，旨在縮小數據收集和理解之間日益增大的差距，同時也強調解決自動數據收集所產生的問題，例如對基於計算機的病人記錄進行分析、數據倉儲工具、智能報警、有效和高效的監控等等。本書旨在從實際角度描述智能數據分析的不同方法，並利用數據分析工具解決常見的生活問題。

作者簡介

Deepak Gupta completed his PhD (CSE) at Dr. APJ Abdul Kalam Technical University, Lucknow, India; his M.E. (CTA) at Delhi College of Engineering, New Delhi, India; and his B.Tech at Guru Gobind Singh Indraprastha University, Delhi, India. He completed his postdoctoral research on the Internet of Things (IoT) at the National Institute of Telecommunications, Ghaziabad, India. He is a guest editor for SCI and SCOPUS and has co-authored 38 books and published 95 research papers.

Siddhartha Bhattacharyya, PhD, is a Professor of Computer Science at CHRIST (Deemed to be University), Bengaluru, India.

Ashish Khanna received his PhD from the National Institute of Technology, Kurukshetra, India. He completed his M.Tech and B.Tech at Guru Gobind Singh Indraprastha University, Delhi, India in 2004. He has published 100 research papers and co-authored 22 textbooks on engineering. His research includes distributed computing, distributed systems, cloud computing, and opportunistic networks. He completed his postdoctoral research on the Internet of Things (IoT) at the National Institute of Telecommunications, Ghaziabad, India.

Kalpna Sagar received her B.Tech from Indira Gandhi Institute of Technology, Guru Gobind Singh Indraprastha University, Delhi, India and her M.Tech from University School of Information, Communication and Technology, Guru Gobind Singh Indraprastha University, Delhi, India. She is currently pursuing her PhD. Her research includes software engineering, human-computer interaction, and data-mining. She has published numerous research papers and is currently an Assistant Professor and Assistant Dean of Academics at KIET Group of Institutions, Dr. APJ Abdul Kalam Technical University, Lucknow, India.

作者簡介(中文翻譯)

Deepak Gupta在印度拉克瑙的阿卜杜勒·卡拉姆技術大學完成了他的博士學位（計算機科學與工程），在印度新德里的德里工學院完成了他的碩士學位（計算機技術與應用），在印度新德里的古魯·戈賓德·辛格·因德拉普拉斯塔大學完成了他的學士學位。他在印度加吉巴德的國家電信研究所完成了他的物聯網（IoT）博士後研究。他是SCI和SCOPUS的客座編輯，並合著了38本書籍並發表了95篇研究論文。

Siddhartha Bhattacharyya博士是印度班加羅爾的CHRIST（被認定為大學）的計算機科學教授。

Ashish Khanna博士畢業於印度庫魯克設特拉的國家技術學院。他在2004年在印度新德里的古魯·戈賓德·辛格·因德拉普拉斯塔大學完成了他的碩士和學士學位。他發表了100篇研究論文並合著了22本工程教材。他的研究領域包括分散計算、分散系統、雲計算和機會網絡。他在印度加吉巴德的國家電信研究所完成了他的物聯網（IoT）博士後研究。

Kalpna Sagar在印度新德里的英迪拉·甘地工學院的古魯·戈賓德·辛格·因德拉普拉斯塔大學獲得了她的學士學位，並在印度新德里的大學信息、通信和技術學院獲得了她的碩士學位。她目前正在攻讀博士學位。她的研究領域包括軟件工程、人機交互和數據挖掘。她發表了許多研究論文，目前是KIET Group of Institutions的助理教授和助理院長，位於印度拉克瑙的阿卜杜勒·卡拉姆技術大學。

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