Advances in Data Science and Computing Technologies: Select Proceedings of Adsc 2022

本書呈現了來自2022年國際數據科學與計算技術進展會議（ADSC 2022）的選定研究論文，探討人工智慧（AI）和數據科學的最新發展。書中涵蓋的主題包括軟計算技術、人工智慧、光通信系統、物聯網的應用、混合與可再生能源來源、雲端與行動計算、深度機器學習、數據網絡與安全性等。書中討論了這些主題的各個方面，例如技術考量、產品實施及應用問題。本書將作為學術界和業界研究人員及實務工作者的參考資源。

Basabi Chakraborty received B.Tech., M.Tech., and Ph.D. degrees in Radio Physics and Electronics from Calcutta University, India, and worked at Indian Statistical Institute, Calcutta, India until 1990. From 1991 to 1993 she worked as a part-time researcher in Advanced Intelligent Communication Systems Laboratory in Sendai, Japan. She received another Ph. D in Information Science from Tohoku University, Sendai in 1996. From 1996 to 1998, she worked as a postdoctoral research fellow at the Research Institute of Electrical Communication, Tohoku University, Japan. In 1998 she joined as a faculty in the Software and Information Science department of Iwate Prefectural University, Iwate, Japan. Her research areas are pattern recognition, image processing, soft computing techniques, biometrics, data mining, and online social media mining.

Arindam Biswas received M.Tech. in Radio Physics and Electronics from the University of Calcutta, India, in 2010 and a Ph.D. from NIT Durgapur in 2013. He was a postdoctoral researcher at Pusan National University, South Korea with the prestigious BK21PLUS Fellowship, Republic of Korea. He was a visiting Professor at the Research Institute of Electronics, Shizuoka University, Japan. Dr. Biswas has 12 years of teaching, research, and administrative experience. Presently, Dr. Biswas is working as an Associate Professor in the School of Mines and Metallurgy at Kazi Nazrul University, Asansol, WB, India. He has 54 papers in journals, 36 conference papers, 8 books, 06 Edited Volumes, and 01 book chapter to his credit. His research interest is in carrier transport in the low dimensional system and electronic device, non-linear optical communication, and THz semiconductor source.

Amlan Chakrabarti is a Full Professor in the A.K. Choudhury School of Information Technology at the University of Calcutta. He is an M.Tech. from the University of Calcutta and did his Doctoral research at Indian Statistical Institute, Kolkata. He was a Post-Doctoral fellow at the School of Engineering, Princeton University, the USA during 2011-2012. He is the recipient of the prestigious DST BOYSCAST fellowship award in Engineering Science (2011), Indian National Science Academy (INSA) Visiting Faculty Fellowship (2014), JSPS Invitation Research Award (2016), Erasmus Mundus Leaders Award from EU (2017), and Hamied Visiting Professorship from University of Cambridge (2018) and Siksha Ratna Award by Dept. of Higher Education Govt. of West Bengal (2018). He has also served in various capacities in various higher education organizations both at national and international levels. He has received multiple project grants in the areas of Security in Cyberphysical Systems, Embedded System Design, VLSI Design, Quantum Computing, Computer Vision, and Data Science from various national and international agencies (DST, DRDO, MietY, UGC, DAE, Ministry of Social Empowerment, WB-DST, Tata Consultancy Services, Intel India, etc.). He has published around 150 research papers in referred journals and conferences. His areas of research interest are quantum computing, reconfigurable computing, embedded systems design, VLSI design, computer vision, and machine learning.

Basabi Chakraborty 於印度加爾各答大學獲得了無線電物理與電子學的 B.Tech.、M.Tech. 和 Ph.D. 學位，並在印度加爾各答的印度統計學研究所工作至 1990 年。從 1991 年到 1993 年，她在日本仙台的先進智能通信系統實驗室擔任兼職研究員。她於 1996 年在日本東北大學獲得信息科學的另一個 Ph.D. 學位。從 1996 年到 1998 年，她在日本東北大學的電氣通信研究所擔任博士後研究員。1998 年，她加入日本岩手縣立大學的軟體與信息科學系擔任教職。她的研究領域包括模式識別、影像處理、軟計算技術、生物識別、數據挖掘和在線社交媒體挖掘。

Arindam Biswas 於 2010 年在印度加爾各答大學獲得無線電物理與電子學的 M.Tech. 學位，並於 2013 年在 NIT Durgapur 獲得 Ph.D. 學位。他曾在南韓釜山國立大學擔任博士後研究員，並獲得了韓國 BK21PLUS 獎學金。他曾在日本靜岡大學電子研究所擔任訪問教授。Biswas 博士擁有 12 年的教學、研究和行政經驗。目前，Biswas 博士在印度阿桑索爾的 Kazi Nazrul University 礦業與冶金學院擔任副教授。他在期刊上發表了 54 篇論文，36 篇會議論文，8 本書籍，6 本編輯卷和 1 篇書章。他的研究興趣包括低維系統和電子設備中的載流子傳輸、非線性光通信和 THz 半導體源。

Amlan Chakrabarti 是加爾各答大學 A.K. Choudhury 信息技術學院的全職教授。他擁有加爾各答大學的 M.Tech. 學位，並在印度統計學研究所進行博士研究。他於 2011 年至 2012 年在美國普林斯頓大學工程學院擔任博士後研究員。他曾獲得多項獎項，包括 2011 年的 DST BOYSCAST 工程科學獎學金、2014 年的印度國家科學院 (INSA) 訪問教職獎學金、2016 年的 JSPS 邀請研究獎、2017 年的歐盟 Erasmus Mundus 領導者獎，以及 2018 年劍橋大學的 Hamied 訪問教授職位和西孟加拉邦高等教育部的 Siksha Ratna 獎。他還在多個國內外高等教育機構擔任過各種職位。他在網絡物理系統安全、嵌入式系統設計、VLSI 設計、量子計算、計算機視覺和數據科學等領域獲得了多項項目資助，來自多個國家和國際機構（如 DST、DRDO、MietY、UGC、DAE、社會賦權部、西孟加拉邦 DST、塔塔顧問服務、英特爾印度等）。他在同行評審的期刊和會議上發表了約 150 篇研究論文。他的研究興趣包括量子計算、可重構計算、嵌入式系統設計、VLSI 設計、計算機視覺和機器學習。