Congress on Smart Computing Technologies: Proceedings of Csct 2022

Bansal, Jagdish Chand, Sharma, Harish, Chakravorty, Antorweep

  • 出版商: Springer
  • 出版日期: 2024-07-12
  • 售價: $8,730
  • 貴賓價: 9.5$8,294
  • 語言: 英文
  • 頁數: 525
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819924707
  • ISBN-13: 9789819924707
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book presents high-quality research papers presented at Congress on Smart Computing Technologies (CSCT 2022) organized by SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India, from 3-4 December 2022. The book extensively covers recent research in algorithms for smart computing, AI and machine learning in smart computing, edge computing algorithms, adversarial networks and autoencoders, data visualization, data mining, data analytics, machine learning, game theory, high-performance computing, mobile and ubiquitous platforms for smart environments, cloud/edge/fog computing technologies for smart systems, Internet of Things (IoT) and industrial IoT technologies for smart systems, smart device and hardware, security, privacy, and economics in smart environments, big data, healthcare informatics, smart precision agriculture, smart transportation, social network analysis, and human-computer interaction.

商品描述(中文翻譯)

本書呈現了在2022年12月3日至4日由南亞大學(South Asian University)研究與創新學習中心(SAU Center for Research and Innovative Learning, SCRIL)主辦的智慧計算技術大會(Congress on Smart Computing Technologies, CSCT 2022)上發表的高品質研究論文。該書廣泛涵蓋了智慧計算領域的最新研究,包括智慧計算中的演算法、人工智慧與機器學習、邊緣計算演算法、對抗網路與自編碼器、數據視覺化、數據挖掘、數據分析、機器學習、博弈論、高效能計算、智慧環境的行動與無所不在平台、智慧系統的雲端/邊緣/霧計算技術、物聯網(Internet of Things, IoT)及工業物聯網技術、智慧設備與硬體、智慧環境中的安全性、隱私與經濟學、大數據、健康資訊學、智慧精準農業、智慧交通、社交網路分析以及人機互動。

作者簡介

Dr. Jagdish Chand Bansal is an Associate Professor at South Asian University New Delhi and Visiting Faculty at Maths and Computer Science, Liverpool Hope University UK. Dr. Bansal obtained his Ph.D. in Mathematics from IIT Roorkee. Before joining SAU New Delhi he worked as an Assistant Professor at ABV- Indian Institute of Information Technology and Management Gwalior and BITS Pilani. His Primary area of interest is Swarm Intelligence and Nature Inspired Optimization Techniques. Recently, he proposed a fission-fusion social structure based optimization algorithm, Spider Monkey Optimization (SMO), which is being applied to various problems in the engineering domain. He has published more than 70 research papers in various international journals/conferences. He is the Section Editor (editor in chief) of the journal MethodsX published by Elsevier. He is the series editor of the book series Algorithms for Intelligent Systems (AIS) and Studies in Autonomic, Data-driven and Industrial Computing (SADIC) and Innovations in Sustainable Technologies and Computing (ISTC) published by Springer. He is also the Associate Editor of Engineering Applications of Artificial Intelligence (EAAI) and ARRAY published by Elsevier. He is the general secretary of the Soft Computing Research Society (SCRS). He has also received Gold Medal at UG and PG levels.

Harish Sharma is an associate professor in Department of Computer Science & Engineering at Rajasthan Technical University, Kota. He has worked at Vardhaman Mahaveer Open University, Kota, and Government Engineering College, Jhalawar. He received his B.Tech. and M.Tech. degrees in Computer Engg. from Govt. Engineering College, Kota, and Rajasthan Technical University, Kota, in 2003 and 2009, respectively. He obtained his Ph.D. from ABV-Indian Institute of Information Technology and Management, Gwalior, India. He is the secretary and one of the founder members of Soft Computing Research Society of India. He is a lifetime memberof Cryptology Research Society of India, ISI, Kolkata. He is an associate editor of "International Journal of Swarm Intelligence (IJSI)" published by Inderscience. He has also edited special issues of the many reputed journals like "Memetic Computing", "Journal of Experimental and Theoretical Artificial Intelligence", "Evolutionary Intelligence", etc. His primary area of interest is nature-inspired optimization techniques. He has contributed in more than 105 papers published in various international journals and conferences.

Dr. Antorweep Chakravorty is an associate professor at the University of Stavanger. His current research and development work is in the field of applied blockchains, big data, large-scale machine learning, and data privacy. He has an interest in real-world problems, especially development of privacy-enabled data-driven services in smart energy, health care, and smart city domains. Antorweep completed his Ph.D. in 2015 with a thesis on privacy-preserving big data analytics at the University of Stavanger, Norway. Along with having a background in applied research in data-driven solutions, he is also involved in mentoring, teaching, and supervision.

作者簡介(中文翻譯)

Dr. Jagdish Chand Bansal 是新德里南亞大學的副教授,並擔任英國利物浦霍普大學數學與計算機科學的訪問教員。Bansal 博士在印度理工學院魯爾基校區獲得數學博士學位。在加入新德里南亞大學之前,他曾在 ABV-印度信息技術與管理學院(Gwalior)和比特斯比拉尼學院擔任助理教授。他的主要研究領域是群體智慧和自然啟發的優化技術。最近,他提出了一種基於裂變-融合社會結構的優化算法,名為蜘蛛猴優化(Spider Monkey Optimization, SMO),該算法已應用於工程領域的各種問題。他在多個國際期刊和會議上發表了超過70篇研究論文。他是由愛思唯爾出版的期刊 MethodsX 的版面編輯(主編)。他還是由斯普林格出版的書籍系列《智能系統算法》(Algorithms for Intelligent Systems, AIS)、《自動化、數據驅動和工業計算研究》(Studies in Autonomic, Data-driven and Industrial Computing, SADIC)以及《可持續技術與計算創新》(Innovations in Sustainable Technologies and Computing, ISTC)的系列編輯。他同時也是由愛思唯爾出版的《人工智慧工程應用》(Engineering Applications of Artificial Intelligence, EAAI)和《ARRAY》的副編輯。他是軟計算研究學會(Soft Computing Research Society, SCRS)的總幹事。他在本科和研究生階段均獲得金獎。

Harish Sharma 是拉賈斯坦技術大學(Rajasthan Technical University, Kota)計算機科學與工程系的副教授。他曾在瓦爾德哈曼·馬哈維爾開放大學(Vardhaman Mahaveer Open University, Kota)和賈拉瓦爾政府工程學院(Government Engineering College, Jhalawar)工作。他於2003年和2009年分別在政府工程學院(Kota)和拉賈斯坦技術大學獲得計算機工程的學士和碩士學位。他在印度賈瓦利的 ABV-印度信息技術與管理學院獲得博士學位。他是印度軟計算研究學會的秘書及創始成員之一。他是印度密碼學研究學會的終身會員,並且是印度加爾各答的 ISI 成員。他是由 Inderscience 出版的《國際群體智慧期刊》(International Journal of Swarm Intelligence, IJSI)的副編輯。他還編輯了多個知名期刊的特刊,如《基因計算》(Memetic Computing)、《實驗與理論人工智慧期刊》(Journal of Experimental and Theoretical Artificial Intelligence)、《進化智慧》(Evolutionary Intelligence)等。他的主要研究興趣是自然啟發的優化技術。他在多個國際期刊和會議上發表了超過105篇論文。

Dr. Antorweep Chakravorty 是斯塔萬格大學的副教授。他目前的研究與開發工作集中在應用區塊鏈、大數據、大規模機器學習和數據隱私領域。他對現實世界的問題特別感興趣,尤其是在智能能源、醫療保健和智慧城市領域開發隱私保護的數據驅動服務。Antorweep 於2015年在挪威斯塔萬格大學完成了以隱私保護的大數據分析為主題的博士論文。除了在數據驅動解決方案的應用研究背景外,他還參與指導、教學和監督工作。