Spatiotemporal Data Analytics and Modeling: Techniques and Applications

A, John, Abimannan, Satheesh, El-Alfy, El-Sayed M.

  • 出版商: Springer
  • 出版日期: 2024-04-16
  • 售價: $7,010
  • 貴賓價: 9.5$6,660
  • 語言: 英文
  • 頁數: 245
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819996503
  • ISBN-13: 9789819996506
  • 相關分類: 物聯網 IoTData Science
  • 海外代購書籍(需單獨結帳)

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作者簡介

Dr. John A is currently working as a postdoctoral research fellow at AI and Sustainable Development Research Lab, National Taiwan University, Taipei, Taiwan. Pondicherry University awarded him an undergraduate degree in Computer Science and Engineering Discipline. He earned a postgraduate degree (MTech. in Computer Science and Engineering at Pondicherry University, India). In 2019, he completed his PhD in Computer Science and Engineering at Manonmaniam Sundaranar University, India. His research areas of interest are real-time applications, machine learning, data analysis and prediction, and spatial and temporal data management.

Satheesh Abimannan is currently a professor and deputy director in Amity School Engineering and Technology at Amity University, Mumbai. He served as a postdoctoral research fellow at National Taipei University, Taiwan, for one year. He received the ME degree in Computer Science and Engineering from the College of Engineering, Guindy, Anna University, Chennai, and a PhD degree in Computer Science and Engineering from the Periyar Maniammai University. He has more than 20 years of teaching, research, and administrative experience. He received an ISTE-Young Scientist Award in 2010. He has published more than 40 research articles in highly reputed international journals and visited Singapore, China, Taiwan, and Japan to present his research article at international conferences. His research interest includes deep learning, cloud computing, big data analytics, and information security.

El-Sayed M. El-Alfy (Senior Member, IEEE) is currently a professor with the Information and Computer Science Department, fellow of the SDAIA-KFUPM Joint Research Center for Artificial Intelligence, affiliate of Interdisciplinary Research Center on Intelligent Secure Systems, King Fahd University of Petroleum and Minerals (KFUPM), Saudi Arabia. He has over 25 years of experience in industry and academia, involving research, teaching, supervision, curriculum design, program assessment, and quality assurance in higher education. He is an approved ABET/CSAB program evaluator (PEV), and a reviewer and consultant for NCAAA and several universities and research agents in various countries. He is an active researcher with interests in fields related to machine learning, computer vision, nature-inspired computing and applications to data science and cybersecurity analytics, pattern recognition, multimedia forensics, and security systems. He has published numerously in peer-reviewed international journals and conferences, edited a number of books published by reputable international publishers, attended and contributed in the organization of many world-class international conferences, and supervised master and PhD students. He was also a member of ACM, the IEEE Computational Intelligence Society, the IEEE Computer Society, the IEEE Communication Society, and the IEEE Vehicular Technology Society. His work has been internationally recognized and received a number of awards. He has served as a guest editor for a number of special issues in international journals and has been on the editorial board of a number of premium international journals, including IEEE/CAA Journal of Automatica Sinica, IEEE Transactions on Neural Networks and Learning Systems, International Journal of Trust Management in Computing and Communications, and Journal of Emerging Technologies in Web Intelligence (JETWI).

Yue-Shan Chang (Senior Member, IEEE) received the PhD degree from the Department of Computer and Information Science, National Chiao Tung University, in 2001. In August 1992, he joined the Department of Electronic Engineering, Ming Hsing University of Science and Technology. In August 2004, he joined the Department of Computer Science and Information Engineering, National Taipei University, Taipei, Taiwan. In August 2010, he became a professor. He has been serving as the chairman of the Department, since 2014, and the dean of Student Affairs, since 2018. His research interests include information and knowledge fusion, big data analytics, cloud computing, intelligent computing, and the Internet of Things.


作者簡介(中文翻譯)

Dr. John A目前在台灣台北的國立臺灣大學人工智慧與可持續發展研究實驗室擔任博士後研究員。他在印度的Pondicherry大學獲得了計算機科學和工程學的學士學位,並在同一所大學獲得了計算機科學和工程的碩士學位。2019年,他在印度的Manonmaniam Sundaranar大學獲得了計算機科學和工程的博士學位。他的研究興趣包括實時應用、機器學習、數據分析和預測,以及空間和時間數據管理。

Satheesh Abimannan目前是印度孟買Amity大學Amity School Engineering and Technology的教授和副主任。他曾在台灣國立臺北大學擔任博士後研究員一年。他在印度的Anna大學Guindy工程學院獲得了計算機科學和工程的碩士學位,並在Periyar Maniammai大學獲得了計算機科學和工程的博士學位。他擁有超過20年的教學、研究和行政經驗。他於2010年獲得了ISTE-Young Scientist獎。他在國際知名期刊上發表了40多篇研究論文,並訪問了新加坡、中國、台灣和日本,以在國際會議上發表他的研究論文。他的研究興趣包括深度學習、雲計算、大數據分析和信息安全。

El-Sayed M. El-Alfy (IEEE高級會員)目前是沙特阿拉伯國王法赫德石油與礦物大學(KFUPM)信息與計算機科學系的教授,同時也是SDAIA-KFUPM聯合人工智慧研究中心的研究員,以及King Fahd University of Petroleum and Minerals(KFUPM)跨學科智能安全系統研究中心的成員。他在工業和學術界擁有超過25年的經驗,涉及研究、教學、指導、課程設計、計劃評估和高等教育質量保證。他是一位經過認可的ABET/CSAB計劃評估員(PEV),並且是NCAAA和多個國家的幾所大學和研究機構的評審和顧問。他是一位活躍的研究人員,其研究興趣涉及機器學習、計算機視覺、自然啟發計算以及數據科學和網絡安全分析、模式識別、多媒體取證和安全系統。他在同行評審的國際期刊和會議上發表了大量論文,編輯了多本由國際知名出版商出版的書籍,參加並貢獻了許多世界級國際會議的組織工作,並指導碩士和博士生。他曾是ACM、IEEE計算智能學會、IEEE計算機學會、IEEE通信學會和IEEE車輛技術學會的成員。他的工作得到了國際認可並獲得了多個獎項。他曾擔任多個國際期刊的特刊客座編輯,並擔任了一些頂級國際期刊的編輯委員會成員,包括《IEEE/CAA自動化學報》、《IEEE神經網絡與學習系統交易》、《計算和通信中的信任管理國際期刊》和《網絡智能新興技術期刊》(JETWI)。

Yue-Shan Chang (IEEE高級會員)於2001年從國立交通大學計算機與資訊科學系獲得博士學位。1992年8月,他加入明新科技大學電子工程系。2004年8月,他加入國立臺北大學計算機科學與資訊工程系。2010年8月,他成為教授。他的研究興趣包括

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