Data Science and Applications: Proceedings of Icdsa 2023, Volume 2

本書匯集了在2023年國際數據科學與應用會議（ICDSA 2023）上發表的優秀論文，該會議由軟計算研究學會（SCRS）和印度賈普爾的馬拉維亞國立技術學院主辦，會議於2023年7月14日至15日舉行。本書分為四卷，涵蓋了大數據分析、大數據技術、決策樹學習、無線通信、無線感測器網絡、生物信息學與系統、人工神經網絡、深度學習、遺傳算法、數據挖掘、模糊邏輯、優化算法、影像處理、土木工程中的計算智能以及創意計算等各個領域的理論與實證發展。

Dr. Satyasai Jagannath Nanda is an assistant professor at the Department of Electronics and Communication Engineering, Malaviya National Institute of Technology Jaipur, since June 2013. Prior to joining MNIT Jaipur, he has received the Ph.D. degree from School of Electrical Sciences, IIT Bhubaneswar, and M.Tech. degree from the Department of Electronics and Communication Engg., NIT Rourkela. He received the B.E. degree in Electronics and Telecommunication Engineering from Institute of Technical Education and Research (ITER), Bhubaneswar, in the year 2006. He was the recipient of Canadian Research Fellowship--GSEP, from the Department of Foreign Affairs and Intern. Trade (DFAIT), Government of Canada, for the year 2009-10. He was awarded Best Ph.D. Thesis Award at SocPros 2015 by IIT Roorkee. He received the best research paper awards at ODICON-2023 at SOA University Bhubaneswar, SocPros-2020 at IIT Indore, IC3-2018 at SMIT Sikkim, SocPros-2017 at IITBhubaneswar, IEEE UPCON-2016 at IIT BHU, and Springer OWT-2017 at MNIT. He is the recipient of prestigious IEI Young Engineers Award by Institution of Engineers, Government of India, in the field of Electronics and Telecommunication Engineering for the year 2018-19.

Prof. Rajendra Prasad Yadav is currently working as a professor-HAG at the Department of Electronics and Communication Engineering, Malaviya National Institute of Technology Jaipur, Rajasthan, India. He has more than four decades of teaching and research experience. He was instrumental in starting new B.Tech. and M.Tech. courses and formulating Ph.D. Ordinances for starting research work in Rajasthan Technical University (RTU), Kota, and other affiliated engg. colleges as the vice chancellor of the University. He has served as the HOD of Electronics and Comm. Engg., the president Sports and Library, the hostel warden, and the dean student affairs at MNIT Jaipur. At present he is also the Chief Vigilance Officer of MNIT Jaipur since 2015. Prof. Yadav received the Ph.D. degree from MREC Jaipur and M.Tech. degree from IIT Delhi. Under his supervision, 15 Ph.D. students have received Ph.D. degree, and 7 students are working for their Ph.D. degree. Forty M.Tech. students have carried out their dissertation work under his guidance.

Amir H. Gandomi is a professor of Data Science and an ARC Discovery Early Career Research Award (DECRA) fellow at the Faculty of Engineering & Information Technology, University of Technology Sydney. Prior to joining UTS, Prof. Gandomi was an assistant professor at the School of Business, Stevens Institute of Technology, USA, and a distinguished research fellow in BEACON center, Michigan State University, USA. Prof. Gandomi has published over two hundred journal papers and seven books which collectively have been cited more than 17,000 times (H-index = 60). He has been named as one of the most influential scientific mind and a highly cited researcher (top 0.1%) for four consecutive years, 2017 to 2020. He also ranked 18th in GP bibliography among more than 12,000 researchers. He has served as an associate editor, an editor, and a guest editor in several prestigious journals such as AE of SWEVO, IEEE TBD, and IEEE IoTJ.

Dr. Mukesh Saraswat is an associate professor at Jaypee Institute of Information Technology, Noida, India. Dr. Saraswat obtained his Ph.D. in Computer Science & Engineering from ABV-IIITM Gwalior, India. He has more than 20 years of teaching and research experience. He has guided 03 Ph.D. students, more than 70 M.Tech. and B.Tech. dissertations, and presently guiding 04 Ph.D. students. He has published more than 75 journal and conference papers in the area of image processing, pattern recognition, data mining, and soft computing. He was part of successfully completed DRDE-funded project, SERB-DST (New Delhi)-funded project, and CRS-funded project. He has been an active member of many organizing committees of various conferences and workshops. He is also a guest editor of the Array, Journal of Swarm Intelligence, and Journal of Intelligent Engineering Informatics. He is an active member of IEEE, ACM, and CSI Professional Bodies.

Dr. Satyasai Jagannath Nanda自2013年6月以來擔任馬拉維亞國立技術學院（Malaviya National Institute of Technology Jaipur）電子與通信工程系的助理教授。在加入MNIT Jaipur之前，他在印度布巴內斯瓦爾的印度理工學院（IIT Bhubaneswar）電氣科學學院獲得博士學位，並在印度羅爾基拉的國立技術學院（NIT Rourkela）電子與通信工程系獲得碩士學位。他於2006年在布巴內斯瓦爾的技術教育與研究學院（Institute of Technical Education and Research, ITER）獲得電子與電信工程的學士學位。他曾獲得2009-10年度加拿大外交與國際貿易部（DFAIT）頒發的加拿大研究獎學金（Canadian Research Fellowship--GSEP）。他在2015年於IIT Roorkee的SocPros會議上獲得最佳博士論文獎。他在2023年於SOA大學布巴內斯瓦爾的ODICON、2020年於IIT Indore的SocPros、2018年於SMIT Sikkim的IC3、2017年於IIT Bhubaneswar的SocPros、2016年於IIT BHU的IEEE UPCON，以及2017年於MNIT的Springer OWT等會議上獲得最佳研究論文獎。他於2018-19年度獲得印度工程師學會（Institution of Engineers, Government of India）頒發的IEI青年工程師獎。

Prof. Rajendra Prasad Yadav目前擔任印度拉賈斯坦邦馬拉維亞國立技術學院（Malaviya National Institute of Technology Jaipur）電子與通信工程系的HAG教授。他擁有超過四十年的教學和研究經驗。作為該大學的副校長，他在啟動新的B.Tech.和M.Tech.課程以及制定博士學位條例以開始拉賈斯坦技術大學（RTU）、科塔及其他附屬工程學院的研究工作方面發揮了重要作用。他曾擔任電子與通信工程系主任、體育與圖書館主席、宿舍管理員及學生事務院長。目前，他自2015年以來也擔任MNIT Jaipur的首席監察官。Yadav教授在MREC Jaipur獲得博士學位，並在IIT Delhi獲得碩士學位。在他的指導下，15名博士生獲得博士學位，7名學生正在攻讀博士學位。四十名碩士生在他的指導下完成了論文工作。

Amir H. Gandomi是悉尼科技大學（University of Technology Sydney）工程與資訊技術學院的數據科學教授及ARC Discovery Early Career Research Award (DECRA)獎學金得主。在加入UTS之前，Gandomi教授曾在美國史蒂文斯理工學院（Stevens Institute of Technology）商學院擔任助理教授，並在美國密西根州立大學（Michigan State University）的BEACON中心擔任傑出研究員。Gandomi教授已發表超過兩百篇期刊論文和七本書籍，這些作品的引用次數總計超過17,000次（H-index = 60）。他在2017至2020年連續四年被評選為最具影響力的科學思想家和高被引研究者（前0.1%）。他在超過12,000名研究者中排名第18位。他曾擔任多個知名期刊的副編輯、編輯和客座編輯，如SWEVO的AE、IEEE TBD和IEEE IoTJ。

Dr. Mukesh Saraswat是印度諾伊達的Jaypee信息技術學院（Jaypee Institute of Information Technology）的副教授。Saraswat博士在印度ABV-IIITM Gwalior獲得計算機科學與工程的博士學位。他擁有超過20年的教學和研究經驗。他指導過3名博士生，超過70篇碩士和學士論文，目前正在指導4名博士生。他在圖像處理、模式識別、數據挖掘和軟計算等領域發表了超過75篇期刊和會議論文。他參與了成功完成的DRDE資助項目、SERB-DST（新德里）資助項目和CRS資助項目。他還是多個會議的組織委員會的活躍成員。