Machine Learning for Smart Environments/Cities: An Iot Approach

Marques, Gonçalo, González-Briones, Alfonso, Molina López, José Manuel

Machine Learning for Smart Environments/Cities: An Iot Approach
  • 出版商: Springer
  • 出版日期: 2023-04-07
  • 售價: $7,780
  • 貴賓價: 9.5 折 $7,391
  • 語言: 英文
  • 頁數: 243
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030975185
  • ISBN-13: 9783030975180
  • 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

This book introduces machine learning and its applications in smart environments/cities. At this stage, a comprehensive understanding of smart environment/city applications is critical for supporting future research. This book includes chapters written by researchers from different countries across the globe and identifies critical threads in research and also gaps that open up new and challenging lines of research for the future. Recent advances are discussed, and thorough reviews introduce readers to critical domains. The discussion on key research topics presented in this book accelerates smart city and smart environment implementations based on IoT technologies. Consequently, this book supports future research activities aimed at developing future IoT architectures for smart environments/cities.


商品描述(中文翻譯)

本書介紹了機器學習及其在智慧環境/城市中的應用。在這個階段，對智慧環境/城市應用的全面理解對於支持未來的研究至關重要。本書包含了來自全球不同國家的研究人員撰寫的章節，並確定了研究中的關鍵問題以及開啟新的具有挑戰性的研究方向的空白。本書討論了最新的進展，並通過詳細的回顧向讀者介紹了關鍵領域。本書中介紹的關鍵研究主題的討論加速了基於物聯網技術的智慧城市和智慧環境的實施。因此，本書支持未來的研究活動，旨在開發智慧環境/城市的未來物聯網架構。

作者簡介

Gonçalo Marques holds a Ph.D. in Computer Science Engineering and is Member of the Portuguese Engineering Association (Ordemdos Engenheiros). He is currently working as Assistant Professor lecturing courses on programming, multimedia, and database systems. Furthermore, he worked as Software Engineer in the Innovation and Development Unit of Groupe PSA automotive industry from 2016 to 2017 and in the IBM group from 2018 to 2019. His current research interests include Internet of things, enhanced living environments, machine learning, e-health, telemedicine, medical and healthcare systems, indoor air quality monitoring and assessment, and wireless sensor networks. He has more than 80 publications in international journals and conferences, is Frequent Reviewer of journals and international conferences, and is also involved in several edited books projects.

Alfonso González Briones holds a Ph.D. in Computer Engineering from the University of Salamanca since 2018, his thesis obtained the second place in the 1st SENSORS+CIRTI Award for the best national thesis in smart cities (CAEPIA 2018). At the same university, he obtained his Bachelor of Technical Engineer in Computer Engineering (2012), Degree in Computer Engineering (2013), and Masters in Intelligent Systems (2014). Alfonso was Project Manager of Industry 4.0 and IoT projects in the AIR Institute, Lecturer at the International University of La Rioja (UNIR), and also "Juan De La Cierva" Postdoc at University Complutense of Madrid. Currently, he is Assistant Professor at the University of Salamanca in the Department of Computer Science and Automatics. He has published more than 30 articles in journals, more than 60 articles in books and international congresses and has participated in 10 international research projects. He is also Member of the scientific committee of the Advances in Distributed Computing and Artificial Intelligence Journal (ADCAIJ) and British Journal of Applied Science & Technology (BJAST) and Reviewer of international journals (Supercomputing Journal, Journal of King Saud University, Energies, Sensors, Electronics or Applied Sciences, among others). He has participated as Chair and Member of the technical committee of prestigious international congresses (AIPES, HAIS, FODERTICS, PAAMS, KDIR).

José M. Molina is Full Professor at the Universidad Carlos III de Madrid. He joined the Computer Science Department of the Universidad Carlos III de Madrid in 1993. Currently, he coordinates the Applied Artificial Intelligence Group (GIAA). His current research focuses on the application of soft computing techniques (NN, Evolutionary Computation, Fuzzy Logic and Multiagent Systems) to radar data processing, air traffic management, e-commerce, and ambient intelligence. He has authored up to 100 journal papers and 200 conference papers. He received a degree in Telecommunications Engineering in 1993 and a Ph.D. degree in 1997 both from the Universidad Politécnica de Madrid.

作者簡介(中文翻譯)

Gonçalo Marques擁有計算機科學工程博士學位，並是葡萄牙工程協會（Ordem dos Engenheiros）的會員。他目前擔任助理教授，教授程式設計、多媒體和資料庫系統等課程。此外，他曾在Groupe PSA汽車工業的創新和發展部門擔任軟體工程師，時間從2016年到2017年，並在IBM集團工作，時間從2018年到2019年。他目前的研究興趣包括物聯網、增強型生活環境、機器學習、電子健康、遠程醫療、醫療和保健系統、室內空氣質量監測和評估以及無線感測網絡。他在國際期刊和會議上發表了80多篇論文，是期刊和國際會議的常見審稿人，還參與了幾個編輯書籍的項目。

Alfonso González Briones擁有2018年薩拉曼卡大學計算機工程博士學位，他的論文在第一屆智慧城市最佳國家論文（CAEPIA 2018）中獲得了第二名。在同一所大學，他獲得了2012年的計算機工程技術工程師學士學位，2013年的計算機工程學位和2014年的智能系統碩士學位。Alfonso曾擔任AIR研究所的工業4.0和物聯網項目經理，國際拉里奧哈大學（UNIR）的講師，還擔任馬德里康普魯特大學的'Juan De La Cierva'博士後。目前，他是薩拉曼卡大學計算機科學和自動化系的助理教授。他在期刊上發表了30多篇文章，在書籍和國際會議上發表了60多篇文章，並參與了10個國際研究項目。他還是《分散計算和人工智能進展》（ADCAIJ）和《英國應用科學與技術期刊》（BJAST）的科學委員會成員，並且是國際期刊（超級計算期刊，沙特國王大學期刊，能源，感測器，電子學或應用科學等）的審稿人。他曾擔任著名國際會議（AIPES，HAIS，FODERTICS，PAAMS，KDIR）的主席和技術委員會成員。

José M. Molina是馬德里卡洛斯三世大學的教授。他於1993年加入馬德里卡洛斯三世大學的計算機科學系。目前，他負責應用人工智能小組（GIAA）的協調工作。他目前的研究重點是將軟計算技術（神經網絡、進化計算、模糊邏輯和多智能體系統）應用於雷達數據處理、空中交通管理、電子商務和環境智能。他撰寫了100多篇期刊論文和200多篇會議論文。他於1993年獲得了電信工程學位，並於1997年獲得了博士學位，兩者均來自馬德里理工大學。

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