Advances in Data Science and Artificial Intelligence: Icdsai 2022, Iit Patna, India, April 23 - 24

Misra, Rajiv, Kesswani, Nishtha, Rajarajan, Muttukrishnan

  • 出版商: Springer
  • 出版日期: 2024-05-14
  • 售價: $6,950
  • 貴賓價: 9.5$6,603
  • 語言: 英文
  • 頁數: 524
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031161807
  • ISBN-13: 9783031161803
  • 相關分類: 人工智慧Data Science
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

With the intriguing development of technologies in several industries along with the advent of accrescent and ubiquitous computational resources, it creates an ample number of opportunities to develop innovative intelligence technologies in order to solve the wide range of uncertainties, imprecision, and vagueness issues in various real-life problems. Hybridizing modern computational intelligence with traditional computing methods has attracted researchers and academicians to focus on developing innovative AI techniques using data science. International Conference on Data Science and Artificial Intelligence (ICDSAI) 2022, organized on April 23-24, 2022 by the Indian Institute of Technology, Patna at NITIE Mumbai (India) in collaboration with the International Association of Academicians (IAASSE) USA collected scientific and technical contributions with respect to models, tools, technologies, and applications in the field of modern Artificial Intelligence and Data Science, coveringthe entire range of concepts from theory to practice, including case studies, works-in-progress, and conceptual explorations.

商品描述(中文翻譯)

隨著多個行業中技術的引人注目發展,以及日益增長和普及的計算資源的出現,創造了大量機會來開發創新的智能技術,以解決各種現實生活問題中的不確定性、不精確性和模糊性問題。將現代計算智能與傳統計算方法相結合,吸引了研究人員和學者們專注於使用數據科學開發創新的人工智能技術。2022年國際數據科學與人工智能會議(ICDSAI)由印度理工學院巴特那分校於2022年4月23日至24日在印度孟買的NITIE舉辦,與美國國際學者協會(IAASSE)合作,收集了關於現代人工智能和數據科學領域的模型、工具、技術和應用的科學和技術貢獻,涵蓋了從理論到實踐的所有概念,包括案例研究、進行中的工作和概念探索。

作者簡介

Rajiv Misra is an Associate Professor of Computer Science and Engineering at the Indian Institute of Technology Patna, India. His research focuses in distributed systems, cloud computing, big data computing, consensus in blockchain, cloud IoT-edge computing, ad hoc networks, and sensor networks. He has contributed significantly to these research areas of distributed and cloud computing and published more than 80 papers in reputed journals and conferences, with an impact of 999 citations and an h-index of 14.
Muttukrishnan Rajarajan is currently the Director of the Institute for Cyber Security at City University of London and carries out research in the areas of privacy preserving data management, Internet of Things privacy, network intrusion detection, cloud security and identity management using blockchain. Raj has received funding from EPSRC, Royal Academy of Engineering, European Commission, Innovate UK, British Council and industry tocarry out research in cyber security. He has supervised several PhDs jointly with British Telecommunications, UK in the area if data analytics for cyber security and network intrusion detection.
Bharadwaj Veeravalli is currently with the Department of Electrical and Computer Engineering, Communications and Information Engineering (CIE) division, at The National University of Singapore, Singapore. His main stream research interests include cloud/grid/cluster computing(big data processing, analytics and resource allocation), scheduling in parallel and distributed systems, Cybersecurity, and multimedia computing. He is one of the earliest researchers in the field of Divisible Load Theory (DLT). He did PhD degree from the Indian Institute of Science, Bangalore, India. He received gold medals for his bachelor degree overall performance and for an outstanding PhD thesis (IISc, Bangalore India) in the years 1987 and 1994, respectively.
Nishtha Kesswani has received prestigious awards, including the UGC Raman Postdoctoral Fellowship tenable in USA and the Young Teacher Award. She received the M.Tech. degree from the Malaviya National Institute of Technology (MNIT). She has a vivid teaching experience at several reputed universities, including California State University at San Bernardino and the University of Ljubljana, Slovenia. She has visited more than 15 countries and delivered invited talks at several conferences and workshops. She is currently with the Central University of Rajasthan, India.
Ashok Patel has been a faculty member in the Department of Computer Science of Florida Polytechnic University, USA. He primarily teaches cybersecurity courses and is researching an improved efficient fingerprint recognition algorithm and web usage mining. He's particularly interested in personalizing the web experience for users and individuals using IOT. He has nearly 30years of teaching experience. Before immigrating to the United States, he was a professor in the Department of Computer Science of North Gujarat University in India.
Imene Brigui holds a Ph. D. in Computer Science from the University of Paris-Dauphine. She is a specialist in Artificial Intelligence and more particularly in Multi-Agent Systems. She is particularly interested in the Design of Intelligent Systems for the automation of decision-making through preference learning and conflict management. The main areas of application of her research are E-commerce, Knowledge Management and Digital Learning.
TN Singh is an alumnus of Banaras Hindu University (BHU) and has taught at the Department of Earth Sciences at the IIT Bombay. He received National Mineral Award in the year 2006 for his work. His research interest include Natural and Engineered Slope Stability, Rock - Blasting, Rock Mechanics, Engineering Geology, Waste Dump and Rock Environment, Ground Control and CO2 Sequestration.

作者簡介(中文翻譯)

Rajiv Misra是印度印度理工學院巴特那分校的計算機科學與工程學副教授。他的研究專注於分散系統、雲計算、大數據計算、區塊鏈中的共識、雲端物聯網邊緣計算、自組網和感測器網絡。他在這些分散和雲計算的研究領域做出了重要貢獻,並在知名期刊和會議上發表了80多篇論文,引用次數達999次,h指數為14。

Muttukrishnan Rajarajan目前是倫敦城市大學的網絡安全研究所所長,他在隱私保護數據管理、物聯網隱私、網絡入侵檢測、雲安全和使用區塊鏈的身份管理等領域進行研究。Raj獲得了英國工程和物理科學研究委員會、英國皇家工程學院、歐洲委員會、英國創新研究局、英國文化協會和工業界的資助,從事網絡安全研究。他與英國電信公司合作指導了多個博士生,研究領域涉及網絡安全和網絡入侵檢測的數據分析。

Bharadwaj Veeravalli目前在新加坡國立大學電機與計算機工程系通信與信息工程(CIE)部門工作。他的主要研究興趣包括雲/網格/集群計算(大數據處理、分析和資源分配)、並行和分散系統中的調度、網絡安全和多媒體計算。他是可分割負載理論(DLT)領域最早的研究者之一。他在印度科學研究所獲得博士學位。他分別在1987年和1994年獲得了學士學位整體表現和優秀博士論文(印度科學研究所,班加羅爾,印度)的金牌獎。

Nishtha Kesswani獲得了包括UGC Raman博士後研究獎學金在內的多個重要獎項,該獎學金可在美國進行。她在Malaviya國家技術學院獲得了碩士學位。她在多個知名大學擁有豐富的教學經驗,包括加利福尼亞州聖伯納迪諾州立大學和斯洛文尼亞盧布爾雅那大學。她已經訪問了15多個國家,並在多個會議和研討會上發表了邀請演講。她目前在印度拉賈斯坦中央大學任職。

Ashok Patel是美國佛羅里達理工大學計算機科學系的教師。他主要教授網絡安全課程,並正在研究改進的高效指紋識別算法和網絡使用挖掘。他對於個性化網絡體驗和使用物聯網的個人特別感興趣。他擁有近30年的教學經驗。在移民美國之前,他曾是印度北古吉拉特大學計算機科學系的教授。

Imene Brigui擁有巴黎第九大學的計算機科學博士學位。她是人工智能專家,尤其擅長多智能體系統。她對於通過偏好學習和衝突管理自動化決策的智能系統設計特別感興趣。她的研究應用領域主要包括電子商務、知識管理和數字學習。

TN Singh是班納拉斯印度大學的校友,曾在印度理工學院孟買分校的地球科學系任教。他於2006年獲得國家礦業獎。他的研究興趣包括自然和工程邊坡穩定性、岩石爆破、岩石力學、工程地質、廢棄物堆放和岩石環境、地下控制和二氧化碳封存。