Computer Science and Engineering in Health Services: 6th Eai International Conference Proceedings, Compse 2022, Mexico City, July 28, 2022

本書為第六屆EAI國際健康服務科學與工程會議（COMPSE 2022）的經過審稿的會後論文集，該會議於2022年6月28日在墨西哥城及線上舉行。論文依主題分組：COVID-19疫情所帶來的工具應用；健康服務；計算機與數據科學；以及物流與供應鏈中的工業4.0。內容對研究人員、學者、學生及專業人士均具相關性。

Jose Antonio Marmolejo-Saucedo is a professor at National Autonomous University of Mexico, Mexico. His research is on operations research, large-scale optimization techniques, computational techniques and analytical methods for planning, operations, and control of electric energy and logistic systems. He is particularly interested in topics related to artificial intelligence, digital twins, the Internet of things and Industry 4.0. Currently, Prof. Marmolejo, together with his graduate students, leads the laboratory for the development of digital twins in companies and businesses. He received his Ph. D in Operations Research (Hons) at the National Autonomous University of Mexico. At present, he has the first-highest country-wide distinction granted by the Mexican National System of Research Scientists for scientific merit (SNI Fellow, Level 3). He is a member of the Network for Decision Support and Intelligent Optimization of Complex and Large-Scale Systems and Mexican Society for Operations Research. He has co-authored research articles in science citation index journals, conference proceedings, presentations, books, and book chapters.

Roman Rodriguez-Aguilar is a professor in the Faculty of Economic and Business Sciences of the "Universidad Panamericana" in Mexico. His research is on large-scale mathematical optimization, evolutionary computation, statistical learning, computational intelligence, health economics, energy

economics, mathematical finance, competition, and market regulation. He received his Ph.D. at the School of Economics at the National Polytechnic Institute, Mexico. He also has a master's degree in Engineering from the School of Engineering at the National University of Mexico (UNAM), a master's degree in Administration and Public Policy from the School of Government and Public Policy at Monterrey Institute of Technology and Higher Education, a postgraduate in Applied Statistics at the Research Institute in Applied Mathematics and Systems of the UNAM and his degree in Economics at the UNAM. Before joining Panamericana University, he worked as a specialist in economics, statistics, simulation, finance, and optimization, occupying different management positions in various public and private entities such as the Ministry of Energy, Ministry of Finance, and Ministry of Health. He has co-authored many research articles in science citation index journals, conference proceedings, presentations, and book chapters. Professor Rodríguez has supervised many MSc. and Ph.D. Students. He is a member of the National System of Researchers Level II of CONACYT in Mexico.

Dr. Pandian Vasant is a senior lecturer at Universiti Teknologi Petronas, Malaysia and an Editor-in-Chief of International Journal of Energy Optimization and Engineering (IJEOE). He holds Ph.D. in Computational Intelligence (UNEM, Costa Rica), M.Sc. (University Malaysia Sabah, Malaysia, Engineering Mathematics) and B.Sc. (Hons, Second Class Upper) in Mathematics (University of Malaya, Malaysia). His research interests include Soft Computing, Hybrid Optimization, Innovative Computing and Applications. He has co-authored research articles in journals, conference proceedings, presentation, special issues guest editor, book chapters (248 publications indexed in Web of Science) and General Chair of EAI International Conference on Computer Science and Engineering in Penang, Malaysia (2016) and Bangkok, Thailand (2018). In the year 2009 and 2015, Dr. Pandian Vasant was awarded top reviewer and outstanding reviewer for the journal Applied Soft Computing (Elsevier). He has 27 years of working experiences at the universities. Currently he is an Editor-in-Chief of International Journal of Energy Optimization and Engineering, and Member of AMS (USA), NAVY Research Group (TUO, Czech Republic) and MERLIN Research Group (TDTU, Vietnam).

Igor Litvinchev received his M.Sc. degree in Applied Mathematics from Moscow Institute of Physics and Technology (Fizteh), Russia; Ph.D. in Systems Theory and Operations Research and Dr. Sci. (Habilitation) in Systems Modeling and Optimization from Computing Center, Russian Academy of Sciences, Moscow. He is currently a Professor at Nuevo Leon State University (UANL), Mexico. His research is focused on large-scale systems modeling, optimization, and control with applications to interdisciplinary research. Professor Litvinchev is an author of 4 books and an editor of 8 more books published by Kluwer, Springer, and Elsevier. He published more than 90 research papers in leading international journals and served in Program and Organizing Committees for more than 50 international conferences. His research was supported by more than 30 grants from NATO Scientific Affairs Division and European Community; ISF (USA) and RFBR (Russia); CNPq and FAPESP (Brasil); BRFBR (Belarus); CONACYT, PROMEP and PAICYT (Mexico). Professor Litvinchev is a member of the Russian Academy of Natural Sciences and Mexican Academy of Sciences. He is a co-founder of Mexican Society of Operations Research and Mexican Logistics and Supply Chain Association.

Brenda Retana-Blanco studied a MSc in International Business at The Dublin Institute of Technology in Dublin, Irlanda, diploma in business at Macquarie University, Sydney Australia and a BS in Industrial Engineering at Anahuac University Mexico. She is committed, proactive, process-oriented and focused on execution. Brenda is particularly interested in developing academic projects, financial and insurance sector with the ability to relate and work in multicultural teams in Mexico and overseas. She is currently head of Industrial Engineering Department at Universidad Anahuac Mexico. It leads the national and international accreditations of the program. It is also responsible for updating the curriculum of the career, strengthening the knowledge lines of Operations Research, Data Mining, Manufacturingand Quality.

Jose Antonio Marmolejo-Saucedo 是墨西哥國立自治大學的教授。他的研究領域包括運籌學、大規模優化技術、計算技術以及電能和物流系統的規劃、運營和控制的分析方法。他特別關注與人工智慧、數位雙胞胎、物聯網和工業4.0相關的主題。目前，Marmolejo教授與他的研究生一起，領導一個專注於企業和商業數位雙胞胎開發的實驗室。他在墨西哥國立自治大學獲得運籌學博士學位（榮譽）。目前，他擁有墨西哥國家研究科學家系統頒發的全國最高榮譽（SNI Fellow, Level 3），以表彰其科學成就。他是複雜和大規模系統決策支持與智能優化網絡及墨西哥運籌學會的成員。他共同撰寫了多篇發表於科學引文索引期刊的研究文章、會議論文、報告、書籍及書籍章節。

Roman Rodriguez-Aguilar 是墨西哥「美洲大學」經濟與商業科學院的教授。他的研究領域包括大規模數學優化、進化計算、統計學習、計算智能、健康經濟學、能源經濟學、數學金融、競爭及市場規範。他在墨西哥國立工業大學經濟學院獲得博士學位。他還擁有墨西哥國立大學（UNAM）工程學院的工程碩士學位、蒙特雷科技與高等教育學院政府與公共政策學院的行政與公共政策碩士學位、UNAM應用數學與系統研究所的應用統計學研究生學位，以及UNAM的經濟學學位。在加入美洲大學之前，他曾在能源部、財政部和衛生部等多個公共和私人機構擔任經濟學、統計學、模擬、金融和優化的專家，並擔任不同的管理職位。他共同撰寫了多篇發表於科學引文索引期刊的研究文章、會議論文、報告及書籍章節。Rodríguez教授指導了許多碩士和博士生。他是墨西哥CONACYT國家研究系統的二級成員。

Pandian Vasant博士是馬來西亞石油科技大學的高級講師，也是《國際能源優化與工程期刊》（IJEOE）的主編。他擁有計算智能博士學位（UNEM，哥斯大黎加）、工程數學碩士學位（馬來西亞沙巴大學）和數學學士學位（榮譽，二級上等，馬來亞大學）。他的研究興趣包括軟計算、混合優化、創新計算及應用。他共同撰寫了多篇發表於期刊、會議論文、報告、特刊客座編輯、書籍章節的研究文章（248篇發表於Web of Science索引）以及2016年和2018年在馬來西亞檳城和泰國曼谷舉辦的EAI國際計算機科學與工程會議的總主席。在2009年和2015年，Pandian Vasant博士因其在《應用軟計算期刊》（Elsevier）的評審工作而獲得最佳評審和傑出評審獎。他在大學擁有27年的工作經驗。目前，他是《國際能源優化與工程期刊》的主編，並且是美國AMS、捷克共和國TUO的NAVY研究小組及越南TDTU的MERLIN研究小組的成員。

Igor Litvinchev 獲得莫斯科應用數學碩士學位。