Advances in Data Science and Management: Proceedings of Icdsm 2024, Volume 2
暫譯: 數據科學與管理的進展：2024年國際數據科學與管理會議論文集，第二卷

本書包含於2024年12月13日至14日舉行的第三屆國際數據科學與管理會議（ICDSM 2024）上發表的高品質論文，該會議由布巴內斯瓦爾的甘地教育與技術研究所主辦。書中展示了數據科學在各種應用領域中促進決策過程的研究，涵蓋了多種學習方法及其在多個學習問題中的應用。所描述的實證研究、理論分析以及與心理現象的比較，對於開發滿足市場需求的產品具有貢獻。本書分為兩卷。

Dr. Samarjeet Borah is currently working as a professor and head in the Department of Computer Applications, SMIT, Sikkim Manipal University, India. Dr. Borah has carried out various funded projects from AICTE and DST-CSRI. He has published around 90 research papers in journals and conferences of repute. Dr. Borah has organized several workshops and conferences in national and international levels. He is involved with book series and journals of repute from Springer, IEEE, Inderscience and IGI Global as a guest editor. He is also serving as the editor-in-chief of the book and proceedings series--Research Notes on Computing and Communication Sciences, Apple Academic Press, USA. Dr. Borah has served as a keynote as well as invited speaker in several international conferences. His areas of research are data mining, machine learning and information security.

Dr. Sambit Kumar Mishra is having more than 26 years of teaching experience in different AICTE approved institutions in India. He obtained his bachelor's degree in engineering in Computer Engineering from Amravati University, Maharashtra, India, in 1991, M.Tech. in Computer Science from Indian School of Mines, Dhanbad (Now IIT, Dhanbad), India, in 1998, and Ph.D. in Computer Science and Engineering from Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India, in 2015. He has more than 37 publications in different peer-reviewed international indexed Journals and editorial board member of different peer-reviewed indexed Journals. He is involved with book series and journals of repute from Springer, Inderscience and IGI Global as a guest editor. His areas of research are data mining, database engineering and computer architecture. Presently, he is working as a professor in the Department of Computer Science and Engineering, Gandhi Institute for Education and Technology, Baniatangi, Bhubaneswar, Odisha, India.

Milan Tuba is the vice-rector for International Relations, Singidunum University, Belgrade, Serbia, and was the head of the Department for Mathematical Sciences at State University of Novi Pazar and the dean of the Graduate School of Computer Science at John Naisbitt University. He is listed in the World's Top 2% Scientists by Stanford University in 2020 and 2021. Prof. Tuba is the author or co-author of more than 200 scientific papers (cited more than 5000 times, h-index 42) and editor, coeditor or member of the editorial board or scientific committee of number of scientific journals and conferences. He was invited and delivered around 60 keynote lectures at international conferences. He received B. S. in Mathematics, M. S. in Mathematics, M. S. in Computer Science, M. Ph. in Computer Science, Ph.D. in Computer Science from the University of Belgrade and New York University.

Dr. Aniket Mahanti is a researcher, educator and award-winning author who brings over 15 years of experience designing, measuring, analyzing and modeling complex distributed systems. Currently, he is a senior lecturer (Rest of the world: Associate Professor) of Computer Science at The University of Auckland. He received doctorate in computer science from the University of Calgary, Canada, in 2012. Between 2006 and 2008, Dr. Mahanti worked as a research associate with the Computer Networks group at the University of Calgary. His expertise spans multiple domains such as computer science, social sciences and business. His post-secondary education was fully funded by prestigious scholarships like the National Natural Sciences and Engineering Research Council of Canada (NSERC) Canada Graduate Scholarship (CGS) and the provincial Alberta Innovates Technology Futures (AITF) graduate student scholarship.

Dr. Samarjeet Borah 目前擔任印度錫金馬尼帕爾大學 (Sikkim Manipal University) 計算機應用系的教授及系主任。Borah 博士曾執行多個由 AICTE 和 DST-CSRI 資助的專案。他在知名期刊和會議上發表了約 90 篇研究論文。Borah 博士組織了多場國內外的研討會和會議。他作為客座編輯參與了 Springer、IEEE、Inderscience 和 IGI Global 的書籍系列和期刊。他目前擔任美國 Apple Academic Press 出版的《計算與通信科學研究筆記》（Research Notes on Computing and Communication Sciences）書籍及會議論文系列的主編。Borah 博士曾在多個國際會議上擔任主題演講者及受邀演講者。他的研究領域包括資料探勘、機器學習和資訊安全。

Dr. Sambit Kumar Mishra 在印度不同的 AICTE 認可機構擁有超過 26 年的教學經驗。他於 1991 年在印度馬哈拉施特拉邦的阿姆拉瓦提大學 (Amravati University) 獲得計算機工程學士學位，1998 年在印度丹巴德的印度礦業學院 (Indian School of Mines, Dhanbad，現為 IIT, Dhanbad) 獲得計算機科學碩士學位，並於 2015 年在印度奧里薩邦的 Siksha 'O' Anusandhan University 獲得計算機科學與工程博士學位。他在不同的同行評審國際期刊上發表了超過 37 篇論文，並擔任多個同行評審期刊的編輯委員會成員。他作為客座編輯參與了 Springer、Inderscience 和 IGI Global 的書籍系列和期刊。他的研究領域包括資料探勘、資料庫工程和計算機架構。目前，他在印度奧里薩邦布巴內斯瓦爾的甘地教育與科技學院 (Gandhi Institute for Education and Technology) 計算機科學與工程系擔任教授。

Milan Tuba 是塞爾維亞貝爾格萊德的辛吉杜努姆大學 (Singidunum University) 國際關係副校長，曾擔任新帕札爾國立大學 (State University of Novi Pazar) 數學科學系主任及約翰·奈斯比特大學 (John Naisbitt University) 計算機科學研究生院院長。他在 2020 年和 2021 年被史丹佛大學列入全球前 2% 科學家名單。Tuba 教授是超過 200 篇科學論文的作者或合著者（被引用超過 5000 次，h-index 42），並擔任多個科學期刊和會議的編輯、共同編輯或編輯委員會成員。他受邀在國際會議上發表了約 60 場主題演講。他在貝爾格萊德大學和紐約大學獲得數學學士、數學碩士、計算機科學碩士、計算機科學碩士及計算機科學博士學位。

Dr. Aniket Mahanti 是一位研究者、教育者及獲獎作者，擁有超過 15 年設計、測量、分析和建模複雜分散系統的經驗。目前，他是奧克蘭大學 (The University of Auckland) 計算機科學的高級講師（在其他地區為副教授）。他於 2012 年在加拿大卡爾加里大學 (University of Calgary) 獲得計算機科學博士學位。在 2006 年至 2008 年期間，Mahanti 博士在卡爾加里大學的計算機網路小組擔任研究助理。他的專業涵蓋計算機科學、社會科學和商業等多個領域。他的高等教育完全由加拿大國家自然科學與工程研究委員會 (NSERC) 的加拿大研究生獎學金 (CGS) 和阿爾伯塔省創新技術未來 (AITF) 研究生獎學金資助。