Proceedings of Sixth Doctoral Symposium on Computational Intelligence: Dosci 2025, Volume 2
暫譯: 第六屆計算智慧博士研討會論文集：Dosci 2025，第二卷

本書收錄了在2025年第六屆計算智能博士研討會（DoSCI 2025）上發表的高品質研究論文，該研討會由印度勒克瑙的工程與技術學院（Institute of Engineering & Technology）和德里大學的開放學習學院（School of Open Learning）與意大利卡拉布里亞大學（University of Calabria）共同主辦，於2025年3月28日至29日舉行。本書討論的主題包括計算智能（computational intelligence）、人工智能（artificial intelligence）、深度學習（deep learning）、進化演算法（evolutionary algorithms）、群體智能（swarm intelligence）、模糊集合（fuzzy sets）和模糊集合（vague sets）、粗集理論方法（rough set theoretic approaches）、量子啟發的計算智能（quantum-inspired computational intelligence）、混合計算智能（hybrid computational intelligence）、機器學習（machine learning）、計算機視覺（computer vision）、軟計算（soft computing）、分散式計算（distributed computing）、平行與網格計算（parallel and grid computing）、雲計算（cloud computing）、高效能計算（high-performance computing）、生物醫學計算（biomedical computing）以及決策支持與決策制定（decision support and decision making）。

Prof. Abhishek Swaroop has served in reputed educational institutions such as Jaypee Institute of Information Technology, Noida, Sharda University Greater Noida and Galgotias University Greater Noida. He has served at various administrative positions such as Head of the Department, Division Chair, NBA coordinator for the university, Head Training & Placements. Currently, he is serving as professor & HoD department of Information Technology in Bhagwan Parshuram Institute of Technology, Rohini, Delhi. He is actively engaged in research. He has more than 50 quality publications out of which 6 are SCI and 16 scopus. One of his Ph.D. Scholar has completed his Ph.D. from NIT Kurukshetra and he is currently supervising one Ph.D. student from IIT Dhanbad, 2 Ph.D students from Uttrakhand Technical University, Dehradoon and 1 studentd from APJ Abdul Kalam Technical University, Lucknow.. He has guided 10 M.Tech. dissertations and numerous B.Tech. projects. He has authored 3 books and 5 book chapters. He had been part of the organizing committee of three IEEE conferences (ICCCA-2015, ICCCA-2016, ICCCA-2017), one Springer conference (ICICC2018) as technical program chair. He was the convener of recently organized national conference NCCIN-2K18. He is member of various professional societies like CSI and ACM and editorial board of various reputed journals.

Prof. Vineet Kansal has graduated in Computer Engineering from the GB Pant University of Agriculture and Technology, Pantnagar and earned his MTech and PhD from IIT Delhi. He has been in academics for more than 28 years. Currently, he is a Professor in the Computer Science and Engineering Department, Institute of Engineering Technology, Lucknow, and Pro Vice-Chancellor of Dr. APJ Abdul Kalam Technical University, Lucknow Uttar Pradesh. He has been the Dean (UGSE) at the Dr. APJ Abdul Kalam Technical University, Lucknow. His area of research interest includes Data Analytics, Machine Learning, Artificial Intelligence, Networking, Cloud Computing, Big Data Analytics and Optimization.

Prof. Aboul Ella Hassanein is the Founder and Head of the Egyptian Scientific Research Group (SRGE) and a Professor of Information Technology at the Faculty of Computer and Artificial Intelligence, Cairo University. Professor Hassanien is an ex-dean of the faculty of computers and information, Beni Suef University. Professor Hassanien has more than 800 scientific research papers published in prestigious international journals and over 40 books covering such diverse topics as data mining, medical images, intelligent systems, social networks, and smart environment. Prof. Hassanien won several awards, including the Best Researcher of the Youth Award of Astronomy and Geophysics of the National Research Institute, Academy of Scientific Research (Egypt, 1990). He was also granted a scientific excellence award in humanities from the University of Kuwait for the 2004 Award and received the scientific - University Award (Cairo University, 2013). Also, He was honored in Egypt as the best researcher at Cairo University in 2013. He was also received the Islamic Educational, Scientific and Cultural Organization (ISESCO) prize on Technology (2014) and received the State Award for excellence in engineering sciences 2015. He was awarded the medal of Sciences and Arts of the first class by the President of the Arab Republic of Egypt, 2017.

教授 Abhishek Swaroop 曾在知名教育機構任教，如 Noida 的 Jaypee Institute of Information Technology、Greater Noida 的 Sharda University 及 Galgotias University。他擔任過多個行政職位，包括系主任、部門主席、大學 NBA 協調員及培訓與就業負責人。目前，他在德里 Rohini 的 Bhagwan Parshuram Institute of Technology 擔任資訊科技系的教授及系主任。他積極參與研究，擁有超過 50 篇高品質的出版物，其中 6 篇為 SCI 期刊，16 篇為 Scopus 期刊。他的一位博士生已在 NIT Kurukshetra 完成博士學位，目前他正在指導一位來自 IIT Dhanbad 的博士生、兩位來自 Uttarakhand Technical University, Dehradoon 的博士生及一位來自 APJ Abdul Kalam Technical University, Lucknow 的學生。他指導過 10 篇碩士論文及眾多學士專案。他著有 3 本書及 5 章書籍。他曾參與三場 IEEE 會議的組織委員會（ICCCA-2015、ICCCA-2016、ICCCA-2017）及一場 Springer 會議（ICICC2018），擔任技術程序主席。他是最近舉辦的全國會議 NCCIN-2K18 的召集人。他是多個專業學會的成員，如 CSI 和 ACM，並擔任多本知名期刊的編輯委員會成員。

教授 Vineet Kansal 於 GB Pant University of Agriculture and Technology, Pantnagar 獲得計算機工程學位，並在 IIT Delhi 獲得碩士及博士學位。他在學術界已有超過 28 年的經驗。目前，他是 Lucknow Institute of Engineering Technology 計算機科學與工程系的教授，並擔任 Dr. APJ Abdul Kalam Technical University, Lucknow Uttar Pradesh 的副校長。他曾擔任 Dr. APJ Abdul Kalam Technical University, Lucknow 的本科生院院長。他的研究興趣包括數據分析、機器學習、人工智慧、網絡、雲計算、大數據分析及優化。

教授 Aboul Ella Hassanein 是埃及科學研究小組（SRGE）的創始人及負責人，並在開羅大學計算機與人工智慧學院擔任資訊科技教授。Hassanien 教授曾擔任 Beni Suef University 計算機與資訊學院的院長。Hassanien 教授在知名國際期刊上發表了超過 800 篇科學研究論文，並出版了超過 40 本書，涵蓋數據挖掘、醫學影像、智能系統、社交網絡及智慧環境等多樣主題。Hassanien 教授獲得多項獎項，包括 1990 年埃及國家研究院天文與地球物理最佳青年研究者獎。他還因 2004 年的獎項獲得科威特大學人文科學卓越獎，並於 2013 年獲得開羅大學科學大學獎。此外，他在 2013 年被埃及開羅大學評選為最佳研究者。他還於 2014 年獲得伊斯蘭教育、科學與文化組織（ISESCO）技術獎，並於 2015 年獲得國家工程科學卓越獎。他於 2017 年獲得埃及阿拉伯共和國總統頒發的科學與藝術一級獎章。