Proceedings of 4th International Conference on Frontiers in Computing and Systems: Comsys 2023, Volume 2

本書匯集了於2023年10月16日至17日在印度喜馬偕爾邦的印度理工學院曼迪舉行的第四屆計算與系統前沿國際會議（COMSYS 2023）上發表的高品質研究論文。本書分為兩卷，涵蓋了與人工智慧、機器學習和數據科學相關的「用於實際應用的網絡物理系統」的研究；設備、電路和系統；計算生物學、生物醫學資訊學和網絡醫學；通信網絡、雲計算和物聯網；影像、視頻和信號處理；以及安全性和隱私。

Dipak K. Kole received his Ph.D. degree in Engineering from Bengal Engineering & Science University (BESU), which is currently known as IIEST, Shibpur, India, in 2012. He also received his M.Tech. and B. Tech. in Computer Science & Engineering and B.Sc. in Mathematics Honors from Calcutta University. He has approximately 21 years of professional experience. Dr. Kole is a faculty member of the Computer Science and Engineering Department of Jalpaiguri Government Engineering College since 2014, where he is currently working as a full professor. His research interest includes Synthesis & Testing of Reversible Circuits, Social Network Analysis, Digital Watermarking, and Agriculture Engineering. He published more than 68 research articles in various international journals, conference proceedings, and book chapters in the areas of VLSI, Reversible Circuits, Social Network Analysis, Agriculture Engineering, Image & Video Processing, and Cryptography.

Shubhajit Roy Chowdhury was born on August 27, 1981. He completed his Ph.D. from the Department of Electronics and Telecommunication Engineering, Jadavpur University, in the year 2010. He is currently an associate professor at the School of Computing and Electrical Engineering, Indian Institute of Technology Mandi. Previously, he also served as an assistant professor at the Centre for VLSI and Embedded Systems Technology, IIIT Hyderabad. He has also taught at Jadavpur University in the capacity of a lecturer from 2006 to 2010. He is a senior member of Institute of Electrical and Electronics Engineers (IEEE), a member of VLSI Society of India, ACM, and a life member of Indian Statistical Institute, Microelectronics Society of India, Institution of Electronic and Telecommunication Engineers and Telemedicine Society of India. He is a member of scientific, technical, and editorial committee of Engineering and Natural Sciences Division of World Academy of Engineering, Science, and Technology. He is the recipient of university gold medals in 2004 and 2006 for his B.E. and M.E., respectively, Altera Embedded Processor Designer Award in 2007, and winner of five best paper awards. He received the award of the Fellow of Society of Applied Biotechnology (FSAB) by the Society of Applied Biotechnology in the year 2012. He is also awarded Young Engineers' Award 2012-13 by the Institution of Engineers, India, for his outstanding contribution in the field of Electronics and Telecommunication Engineering.

Subhadip Basu is a full professor in the Computer Science and Engineering Department of Jadavpur University, where he joined in 2006. He received his Ph.D. from Jadavpur University and did his postdocs from University of Iowa, USA, and University of Warsaw, Poland. Dr. Basu holds an honorary position as a research scientist at the University of Iowa, USA, since 2016. He is the co-founder and an honorary advisor of Infomaticae, a technology startup headquartered in Kolkata, India. He has also worked in reputed International Institutes like, Hitachi Central Research Laboratory, Japan, Bournemouth University, UK, University of Lorraine, France, Nencki Institute of Experimental Biology, Poland, and Hannover Medical School, Germany. Dr Basu has 250+ international research publications in the areas of Pattern Recognition, Machine Learning, Bioinformatics, Biomedical Image Analysis, etc. He has edited ten books, received two US patents, supervised 10 Ph.D. students, and received several major research grants from UGC, DST, and DBT, Govt. of India. Dr. Basu is the recipient of the 'Research Award' from UGC, Govt. of India, in 2016. He also received the DAAD Senior Scientist fellowship from Germany, Hitachi Visiting Research fellowship from Japan, EMMA and CLINK Visiting Researcher fellowships from the European Union, and BOYSCAST and FASTTRACK Young-Scientist fellowships from DST, Govt. of India. He is the past chairperson of the IEEE Computer Society Kolkata, a senior member of IEEE, a member of ACM, and a life member of IUPRAI.

Dariusz Plewczynski, is a professor at University of Warsaw in Center of New Technologies CeNT, Warsaw, Poland, the head of Laboratory of Functional and Structural Genomics, and the principal investigator at Mathematics and Information Science Department at Warsaw University of Technology. His interests are focused on functional and structural genomics attempts to make use of the vast wealth of data produced by high-throughput genomics projects, such as the structural genomics consortia, human genome project, 1000 Genomes Project, ENCODE, and many others. The major tools that are used in this interdisciplinary research endeavor include statistical data analysis (GWAS studies, clustering, machine learning), genomic variation analysis using diverse data sources (karyotyping, confocal microscopy, aCGH microarrays, next-generation sequencing: both whole genome and whole exome), bioinformatics (protein sequence analysis, protein structure prediction), and finally biophysics (polymer theory and simulations) and genomics (epigenetics, genome domains, three-dimensional structure analysis of chromatin).

Debotosh Bhattacharjee is working as a full professor at the Department of Computer Science and Engineering, Jadavpur University with nineteen years of post-Ph.D. experience. His research interests pertain to the applications of machine learning techniques for Face Recognition, Gait Analysis, Hand Geometry Recognition, and Diagnostic Image Analysis. He has authored or co-authored more than 312 journals, and conference publications, including several book chapters in the areas of Biometrics and Medical Image Processing. Two US patents have been granted for his works. Prof. Bhattacharjee has been granted sponsored projects by the Govt. of India funding agencies like Department of Biotechnology(DBT), Department of Electronics and Information Technology (DeitY), University Grants Commission(UGC), with a total amount of around INR 2 Crore. For postdoctoral research, Dr. Bhattacharjee has visited different universities abroad like the University of Twente, The Netherlands; Instituto Superior Técnico, Lisbon, Portugal; University of Bologna, Italy; ITMO National Research University, St. Petersburg, Russia; University of Ljubljana, Slovenia; Northumbria University, Newcastle Upon Tyne, UK; and Heidelberg University, Germany. He is a life member of Indian Society for Technical Education (ISTE, New Delhi), Indian Unit for Pattern Recognition and Artificial Intelligence (IUPRAI), a senior member of IEEE (USA), and a fellow of West Bengal Academy of Science and Technology.

Dipak K. Kole於2012年獲得印度西孟加拉邦工程與科學大學（Bengal Engineering & Science University，現稱IIEST Shibpur）的工程學博士學位。他還在加爾各答大學獲得計算機科學與工程的碩士學位（M.Tech.）和學士學位（B.Tech.），以及數學榮譽學士學位（B.Sc.）。他擁有約21年的專業經驗。自2014年以來，Kole博士一直是賈爾帕伊古里政府工程學院計算機科學與工程系的教職員，目前擔任正教授。他的研究興趣包括可逆電路的合成與測試、社交網絡分析、數位水印和農業工程。他在VLSI、可逆電路、社交網絡分析、農業工程、影像與視頻處理以及密碼學等領域發表了超過68篇研究文章於各種國際期刊、會議論文集和書籍章節中。

Shubhajit Roy Chowdhury於1981年8月27日出生。他於2010年在賈達夫普大學電子與電信工程系獲得博士學位。目前，他是印度理工學院曼迪校區計算與電氣工程學院的副教授。此前，他曾在印度信息技術學院海德拉巴的VLSI與嵌入式系統技術中心擔任助理教授。他在2006年至2010年間也曾擔任賈達夫普大學的講師。他是電氣與電子工程師學會（IEEE）的資深會員，印度VLSI學會、ACM的會員，以及印度統計學會、印度微電子學會、電子與電信工程師學會和印度遠程醫療學會的終身會員。他是世界工程、科學與技術學院工程與自然科學部的科學、技術及編輯委員會成員。他於2004年和2006年分別因其學士和碩士學位獲得大學金獎，並於2007年獲得Altera嵌入式處理器設計獎，還贏得了五項最佳論文獎。他於2012年獲得應用生物技術學會頒發的應用生物技術學會院士（FSAB）獎，並因其在電子與電信工程領域的傑出貢獻而於2012-13年獲得印度工程師學會的青年工程師獎。

Subhadip Basu是賈達夫普大學計算機科學與工程系的正教授，自2006年以來加入該校。他在賈達夫普大學獲得博士學位，並在美國愛荷華大學和波蘭華沙大學進行博士後研究。自2016年以來，Basu博士擔任美國愛荷華大學的研究科學家名譽職位。他是位於印度加爾各答的科技初創公司Infomaticae的共同創辦人和名譽顧問。他還曾在日本日立中央研究所、英國伯恩茅斯大學、法國洛林大學、波蘭Nencki實驗生物學研究所和德國漢諾威醫學院等知名國際機構工作。Basu博士在模式識別、機器學習、生物信息學、生物醫學影像分析等領域擁有超過250篇國際研究出版物。他編輯了十本書籍，獲得兩項美國專利，指導了10名博士生，並獲得了來自印度政府UGC、DST和DBT的多項重大研究資助。Basu博士於2016年獲得印度政府UGC的「研究獎」。他還獲得了德國DAAD高級科學家獎學金、日本日立訪問研究獎學金、歐盟EMMA和CLINK訪問研究員獎學金，以及印度政府DST的BOYSCAST和FASTTRACK青年科學家獎學金。他曾擔任IEEE計算機學會加爾各答分會的前主席，是IEEE的資深會員。