Computational Intelligence in Analytics and Information Systems: Volume 2: Advances in Digital Transformation, Selected Papers from Ciais-2021
暫譯: 分析與資訊系統中的計算智慧：第二卷：數位轉型的進展，來自Ciais-2021的選定論文
Dhaliwal, Parneeta, Kaur, Manpreet, Thakur, Hardeo Kumar
- 出版商: Apple Academic Press
- 出版日期: 2023-09-11
- 售價: $6,330
- 貴賓價: 9.5 折 $6,014
- 語言: 英文
- 頁數: 468
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1774911469
- ISBN-13: 9781774911464
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相關分類:
Machine Learning、物聯網 IoT、軟體工程
海外代購書籍(需單獨結帳)
商品描述
This new volume presents a selection of state-of-the-art technological advancements in IoT, network technologies, and software engineering that address unsolved issues in computational intelligence. The volume focuses on empirical, theoretical, and application perspectives on smart technologies and computational intelligence, identifying the advantages and limitations of each.
The chapters on smart technologies address their application in communication services, healthcare and assistive technology, urban waste management, vehicle pollution and accident detection, and more. The technologies encompass the use of machine learning, blockchain, fog computing, etc. The volume goes on to discuss computational intelligence in network technologies as well as cryptography mechanisms, internet privacy protection, satellite communication technology, ant colony optimization algorithms, etc. The topics on computational intelligence in software engineering include security optimization via software-defined networking, education-based interactive automated agent, data warehouse requirement engineering, and more.
Together with Volume 1: Data Science and AI, Selected Papers from CIAIS-2021, this 2-volume set offers and abundance of valuable information on emerging technologies in computational intelligence.
商品描述(中文翻譯)
這本新書呈現了一系列在物聯網（IoT）、網路技術和軟體工程領域的尖端技術進展，旨在解決計算智能中的未解決問題。本書重點從實證、理論和應用的角度探討智慧技術和計算智能，並識別每種技術的優勢和限制。
關於智慧技術的章節探討了其在通訊服務、醫療保健與輔助技術、城市廢物管理、車輛污染與事故檢測等方面的應用。這些技術涵蓋了機器學習、區塊鏈、霧計算等的使用。本書接著討論了網路技術中的計算智能以及加密機制、網際網路隱私保護、衛星通訊技術、蟻群優化演算法等。關於軟體工程中的計算智能主題包括透過軟體定義網路進行的安全優化、基於教育的互動自動化代理、資料倉儲需求工程等。
與《第一卷：資料科學與人工智慧，CIAIS-2021的選定論文》一起，這套兩卷本提供了關於計算智能新興技術的豐富資訊。
作者簡介
Parneeta Dhaliwal, PhD, has over 16 years of experience in teaching and research. Presently, she is an Associate Professor in the Department of Computer Science and Technology, Manav Rachna University, India. She is also Head of the Research Cluster of Computing to facilitate students in their research projects.
Manpreet Kaur, PhD, is an Associate Professor in the Department of Computer Science and Technology, Manav Rachna University, India. She has more than 14 years of teaching and research experience. Her current research is on machine learning, deep learning, and natural language processing.
Hardeo Kumar Thakur, PhD, is an Associate Professor in the Department of Computer Science and Technology of Manav Rachna University, Faridabad, India. With more than 10 years of teaching and research experience, he focuses on data mining, dynamic graph mining, machine learning and big data analytics.
Rajeev Kumar Arya, PhD, is an Assistant Professor with the Department of Electronics and Communication Engineering at National Institute of Technology, Patna, India. His current research interests are in wireless communication, soft computing techniques, cognitive radio, signal processing, communication systems, and circuits design.
Joan Lu, PhD, is a Professor in the Department of Computer Science and the Research Group Leader of Information and System Engineering in the Centre of High Intelligent Computing at the University of Huddersfield, UK, having previously been team leader in the IT Department of the Charlesworth Group.
作者簡介(中文翻譯)
Parneeta Dhaliwal, PhD 擁有超過 16 年的教學和研究經驗。目前，她是印度 Manav Rachna University 計算機科學與技術系的副教授。她也是計算研究集群的負責人，以協助學生進行研究專案。
Manpreet Kaur, PhD 是印度 Manav Rachna University 計算機科學與技術系的副教授。她擁有超過 14 年的教學和研究經驗。她目前的研究方向為機器學習、深度學習和自然語言處理。
Hardeo Kumar Thakur, PhD 是印度 Faridabad 的 Manav Rachna University 計算機科學與技術系的副教授。他擁有超過 10 年的教學和研究經驗，專注於資料探勘、動態圖形探勘、機器學習和大數據分析。
Rajeev Kumar Arya, PhD 是印度 Patna 國立技術學院電子與通信工程系的助理教授。他目前的研究興趣包括無線通信、軟計算技術、認知無線、信號處理、通信系統和電路設計。
Joan Lu, PhD 是英國哈德斯菲爾德大學計算機科學系的教授，並擔任高智能計算中心資訊與系統工程研究小組的負責人，之前曾在 Charlesworth Group 的 IT 部門擔任團隊負責人。
