Proceedings of International Conference on Computational Intelligence: ICCI 2022

本書呈現了在2022年12月29日至30日於印度普納信息技術學院舉行的國際計算智能會議（ICCI 2022）上發表的高品質研究論文。涵蓋的主題包括人工智慧、神經網絡、深度學習技術、模糊理論與系統、粗糙集、自組織映射、機器學習、混沌系統、多代理系統、計算優化集成分類器、強化學習、決策樹、支持向量機、混合學習、統計學習、元啟發式演算法：進化演算法和基於群體的演算法，如遺傳演算法、遺傳編程、微分演化、粒子群優化、鯨魚優化、蜘蛛猴優化、螢火蟲演算法、模因演算法。此外，還包括機器視覺、物聯網、影像處理、影像分割、數據聚類、情感分析、大數據、計算機網絡、信號處理、供應鏈管理、網頁與文本挖掘、分散式系統、生物資訊學、嵌入式系統、專家系統、預測、模式識別、規劃與排程、時間序列分析、人機互動、網頁挖掘、自然語言處理、多媒體系統以及量子計算。

Prof. Ritu Tiwari: Dr. Ritu Tiwari is currently working as a Professor in Department of Computer Science and Engineering at Indian Institute of Information Technology (IIIT) Pune. Before joining IIIT Pune, She was Associate Professor in Department of Information and Communication Technology at ABV- Indian Institute of Information Technology and Management (IIITM) Gwalior. She has 12 years of teaching and research experience. Her field of research includes Robotics, Artificial Intelligence, Soft Computing and Applications. She has published 05 books and more than 80 research papers in various national and international journals/conferences and is the reviewer for many international journals/conferences. Dr. Tiwari has received Young Scientist Award from Chhattisgarh Council of Science & Technology in the year 2006. She also received Gold Medal in her Post Graduation from NIT Raipur.

Dr. Mario F. Pavone: Prof. Mario F. Pavone is currently working as anAssociate Professor in Computer Science at the Department of Mathematics and Computer Science, University of Catania, Italy. Prof. Pavone is focused on the design and development of Meta heuristics applied in several research areas, such as in Combinatorial Optimization; Computational Biology; Network Sciences and Social Networks. Prof. Pavone was visiting professor with fellowship at the Faculty of Sciences, University of Angers, France in 2016. From August 2017, Prof. Pavone is a member of the IEEE Task Force on the Ethical and Social Implications of Computational Intelligence, for the IEEE Computational Intelligence Society (IEEE CIS). Since February 2015, Prof. Pavone is the Vice-Chair of the Task Force on Interdisciplinary Emergent Technologies for the IEEE Computational Intelligence Society (Emergent Technologies Technical Committee - ETTC), whose main aim is to promote the interdisciplinary study of emergent computation in bio-informatics, bio-physics, interdisciplinary domains of economy, medicine, and industry. Prof. Pavone also served as the Chair of the Task Force on Artificial Immune Systems for the IEEE Computational Intelligence Society (IEEE CIS). Prof. Pavone is a member of several Editorial Boards for international journals, as well as member of many Program Committees in international conferences and workshops. Prof. Pavone has also an extensive experience of organizing successful workshops, symposium, conferences and summer schools. Prof. Pavone was also Invited Speaker for several international conferences, and Editor of many special issues in: Artificial Life, Engineering Applications of Artificial Intelligence (EAAI), Applied Soft Computing (ASOC), BMC Immunology, Natural Computing, and Memetic Computing. Etc. Prof. Pavone is the co-founder of Tao Science Research center, and the Scientific Director of ANTs Lab - Advanced New Technologies research laboratory. Prof. Pavone was visiting professor at the School of Computer Science, Universityof Nottingham, UK and a visiting researcher at the IBM-KAIST Bio-Computing Research Center, Department of Bio and Brain Engineering, at the Korea Advanced Institute of Science and Technology (KAIST) in 2009 and 2006 respectively.

Dr. Mukesh Saraswat: 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 19 years of teaching and research experience. He has guided 03 Ph.D. students and presently guiding 04 Ph.D. students. He has published more than 70 journal and conference papers in the area of image processing, pattern recognition, data mining, and soft computing. He was part of a successfully completed project funded by SERB, New Delhi on image analysis and currently running one project funded by CRS, RTU, Kota. He has been an active member of many organizing committees for 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 one of the General Chairs of the International Conference on Data Science and Applications. He is also an Editorial Board Member of the Journal MethodsX. He is also a series editor of the SCRS Book Series on Computing and Intelligent Systems (CIS). He is an active member of IEEE, ACM, CSI, and SCRS Professional Bodies. His research areas include Image Processing, Pattern Recognition, Data Mining, and Soft Computing.

**Ritu Tiwari 教授：** Ritu Tiwari 博士目前在印度信息技術研究所（IIIT）普納的計算機科學與工程系擔任教授。在加入 IIIT 普納之前，她曾是 ABV-印度信息技術與管理研究所（IIITM）瓜利奧爾信息與通信技術系的副教授。她擁有 12 年的教學和研究經驗。她的研究領域包括機器人技術、人工智慧、軟計算及其應用。她已出版 5 本書籍和超過 80 篇研究論文，發表於各種國內外期刊和會議，並擔任多個國際期刊和會議的審稿人。Tiwari 博士於 2006 年獲得恰蒂斯加爾邦科學與技術委員會的青年科學家獎。她還在 NIT Raipur 獲得碩士學位時獲得金獎。

**Mario F. Pavone 博士：** Mario F. Pavone 教授目前在意大利卡塔尼亞大學數學與計算機科學系擔任副教授。Pavone 教授專注於設計和開發應用於多個研究領域的元啟發式演算法，如組合優化、計算生物學、網絡科學和社交網絡。Pavone 教授於 2016 年在法國昂熱大學科學學院擔任訪問教授。自 2017 年 8 月起，Pavone 教授成為 IEEE 計算智能學會（IEEE CIS）計算智能的倫理與社會影響工作小組的成員。自 2015 年 2 月以來，Pavone 教授擔任 IEEE 計算智能學會（Emergent Technologies Technical Committee - ETTC）跨學科新興技術工作小組的副主席，該小組的主要目標是促進生物信息學、生物物理學、經濟學、醫學和工業等跨學科新興計算的研究。Pavone 教授還曾擔任 IEEE 計算智能學會（IEEE CIS）人工免疫系統工作小組的主席。Pavone 教授是多個國際期刊的編輯委員會成員，並參與多個國際會議和研討會的程序委員會。Pavone 教授在組織成功的研討會、座談會、會議和暑期學校方面也有豐富的經驗。他曾是多個國際會議的受邀演講者，並擔任多個專刊的編輯，包括《人工生命》、《人工智慧的工程應用》（EAAI）、《應用軟計算》（ASOC）、《BMC 免疫學》、《自然計算》和《模因計算》等。Pavone 教授是 Tao 科學研究中心的共同創辦人，並擔任 ANTs Lab - 先進新技術研究實驗室的科學主任。Pavone 教授曾於 2009 年在英國諾丁漢大學計算機科學學院擔任訪問教授，並於 2006 年在韓國科學技術院（KAIST）生物與大腦工程系的 IBM-KAIST 生物計算研究中心擔任訪問研究員。

**Mukesh Saraswat 博士：** Mukesh Saraswat 博士是印度諾伊達的 Jaypee 信息技術研究所的副教授。Saraswat 博士在 ABV-IIITM 瓜利奧爾獲得計算機科學與工程的博士學位。他擁有超過 19 年的教學和研究經驗。他已指導 3 名博士生，並目前指導 4 名博士生。他在圖像處理、模式識別、數據挖掘和軟計算領域發表了超過 70 篇期刊和會議論文。他曾參與一個由新德里 SERB 資助的圖像分析成功完成的項目，並目前正在進行一個由 CRS、RTU、科塔資助的項目。他是多個會議和研討會組織委員會的活躍成員。