Green Internet of Things and Machine Learning: Towards a Smart Sustainable World
暫譯: 綠色物聯網與機器學習：邁向智慧可持續世界

Raut, Roshani, Kautish, Sandeep, Polkowski, Zdzislaw

Green Internet of Things and Machine Learning: Towards a Smart Sustainable World
  • 出版商: Wiley
  • 出版日期: 2022-02-02
  • 售價: $8,020
  • 貴賓價: 9.5 折 $7,619
  • 語言: 英文
  • 頁數: 384
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119792037
  • ISBN-13: 9781119792031
  • 相關分類: Machine Learning、物聯網 IoT

    • 海外代購書籍(需單獨結帳)

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商品描述

The book lays the foundation of in-depth analysis of principles of Green-Internet of Things (G-IoT) using machine learning, making significant progress towards improving the quality of life and sustainable environment. The book outlines various green ICT technologies, explores the potential towards diverse real-time areas, as well as highlighting various challenges and obstacles towards the implementation of G-IoT in the real world.

Also, this book provides insights on how the machine learning and green IOT will impact various applications. It covers the Green-IOT and ML-based smart computing, ML techniques for reducing energy consumption in IOT devices, case studies of G-IOT and ML in the agricultural field, smart farming, smart transportation, banking industry and healthcare.

商品描述(中文翻譯)

本書奠定了使用機器學習進行綠色物聯網（Green-Internet of Things, G-IoT）原則深入分析的基礎，對於改善生活品質和可持續環境取得了重大進展。本書概述了各種綠色資訊通信技術（ICT），探索了在多樣化即時領域的潛力，並突顯了在現實世界中實施G-IoT所面臨的各種挑戰和障礙。

此外，本書提供了機器學習和綠色物聯網將如何影響各種應用的見解。它涵蓋了基於綠色物聯網和機器學習的智慧計算、減少物聯網設備能耗的機器學習技術、以及在農業領域、智慧農業、智慧交通、銀行業和醫療保健中的G-IoT和機器學習案例研究。

作者簡介

Roshani Raut PhD in Computer Science and Engineering and is currently working as associate professor in the Department of Information Technology at Pimpri Chinchwad College of Engineering, Pune University, India. She has presented more than 70 research communications in national and international conferences and journals and has published 13 patents.

Sandeep Kautish PhD in Computer Science on Intelligent Systems in Social Networks, he is Professor & Dean of Academics with LBEF Campus, Kathmandu Nepal. He has published more than 40 papers in international journals.

Zdzislaw Polkowski PhD is a professor in the Faculty of Technical Sciences, Jan Wyzykowski University, Polkowice, Poland. He has published more than 75 research articles in peer-reviewed journals.

Anil Kumar PhD is currently a professor of CSE and Head of Department of Information Technology, DIT University. He has published more than 200 research papers.

Chuan-Ming Liu Phd from Purdue University, USA, is a professor in the Department of Computer Science and Information Engineering (CSIE), National Taipei University of Technology (Taipei Tech), Taiwan. He has published more than 100 research article is international journals.

作者簡介(中文翻譯)

Roshani Raut 擁有計算機科學與工程的 博士學位，目前在印度浦那大學的 Pimpri Chinchwad 工程學院資訊技術系擔任副教授。她在國內外會議和期刊上發表了超過 70 篇研究報告，並擁有 13 項專利。

Sandeep Kautish 擁有計算機科學的 博士學位，專注於社交網絡中的智能系統，目前是尼泊爾加德滿都 LBEF 校區的教授及學術院長。他在國際期刊上發表了超過 40 篇論文。

Zdzislaw Polkowski 擁有 博士學位，是波蘭 Polkowice 的 Jan Wyzykowski 大學技術科學院的教授。他在同行評審的期刊上發表了超過 75 篇研究文章。

Anil Kumar 擁有 博士學位，目前是 DIT 大學計算機科學與工程系的教授及資訊技術系主任。他發表了超過 200 篇研究論文。

Chuan-Ming Liu 擁有美國普渡大學的 博士學位，是台灣國立台北科技大學 (Taipei Tech) 計算機科學與資訊工程系的教授。他在國際期刊上發表了超過 100 篇研究文章。

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