8th Eai International Conference on Computer Science and Engineering in Health Services: Compse 2024
暫譯: 第八屆EAI國際健康服務計算機科學與工程會議：Compse 2024

本書為第八屆EAI國際健康服務計算機科學與工程會議（COMPSE 2024）的經過審稿的會後論文集，會議於2024年9月10日至12日在美國德克薩斯州拉雷多舉行。所呈現的完整論文經過仔細審查並從數十篇投稿中選出。論文依主題分組：COVID-19疫情帶來的工具應用；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、學術界、學生及專業人士均具相關性。

- 提供第八屆EAI國際健康服務計算機科學與工程會議的會議紀錄；
- 包含計算機與數據科學、人工智慧工具與應用，以及用於優化的機器學習等主題；
- 對於通訊工程領域的研究人員、學術界、學生及專業人士具有相關性。

Dr. Jose Antonio Marmolejo-Saucedo is a Scientific-Chief Engineer in Romway Machinery Manufacturing Co. Ltd. in Zhejiang, China and professor at Nuevo Leon State University (UANL). He is currently in charge of implementing a digital twin in a smart factory designed in a modular way for large-scale optimization. His research is on operations research, large-scale optimization techniques, computational techniques, 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 leads the Digital Twin Research Lab Mexico https: //www.dtlab-research.net/

This lab brings together specialists from China, United States, United Kingdom, Russia, Turkey, Ukraine, Malaysia, Thailand and Mexico. 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 of more than 200 research articles in science citation index journals, conference proceedings, presentations, books, and book chapters.

Prof. Dr. Roman Rodriguez-Aguilar earned his Ph.D. from the School of Economics at the National Polytechnic Institute in Mexico. He also holds a master's degree in Engineering from the National Autonomous University of Mexico (UNAM), another master's degree in Administration and Public Policy from the Monterrey Institute of Technology and Higher Education, a postgraduate degree in Applied Statistics from the Research Institute in Applied Mathematics and Systems at UNAM, and a bachelor's degree in Economics from UNAM. Currently, he is a professor at the School of Economic and Business Sciences at Universidad Panamericana in Mexico. His research interests include large-scale mathematical optimization, statistical learning, computational intelligence, health and energy economics, digital transformation in organizations, and causal artificial intelligence. He has taught at several prestigious public and private universities in Mexico and has supervised numerous master's and Ph.D. students. Additionally, he has delivered many lectures, courses, and workshops internationally. Prof. Rodriguez has co-authored numerous research articles published in journals indexed by the Science Citation Index, as well as chapters and books with recognized publishers. He has also coordinated various research projects and is a Level II member of the National System of Researchers in Mexico.

Dr. Utku Kose received the B.S. degree in 2008 from computer education of Gazi University, Turkey as a faculty valedictorian. He received M.S. degree in 2010 from Afyon Kocatepe University, Turkey in the field of computer and D.S. / Ph. D. degree in 2017 from Selcuk University, Turkey in the field of computer engineering. Between 2009 and 2011, he has worked as a Research Assistant in Afyon Kocatepe University. Following, he has also worked as a Lecturer and Vocational School - Vice Director in Afyon Kocatepe University between 2011 and 2012, as a Lecturer and Research Center Director in Usak University between 2012 and 2017, Assistant Professor in Suleyman Demirel University between 2017 and 2019, and as an Associate Professor in Suleyman Demirel University between 2019 and 2024. Currently, he is a Full Professor in Suleyman Demirel University, Turkey. Kose also gave lectures at other higher education institutions such as Gazi University and Istanbul Arel University. He also worked as a Visiting Researcher at the University of North Dakota, USA (between 2023 and 2024) and holds the Honorary Professor of Artificial Intelligence title at ITM (SLS) Baroda University, India. He has more than 350 publications including articles, authored and edited books, proceedings, and reports. He is also in editorial boards of many scientific journals and serves as one of the editors of the Biomedical and Robotics Healthcare (CRC Press) and Computational Modeling Applications for Existential Risks (Elsevier) book series. His research interests include artificial intelligence, machine ethics, artificial intelligence safety, biomedical applications, optimization, the chaos theory, distance education, e-learning, computer education, and computer science.

Igor Litvinchev is a Research Professor at the Faculty of Mechanical and Electrical Engineering, Nuevo Leon State University (UANL), Mexico. He received his M.Sc. degree in Applied Mathematics from Moscow Institute of Physics and Technology (Fizteh), 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. His research is focused on large-scale systems modeling, optimization, and control with interdisciplinary applications. He was supported by 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 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.

Gaston Cedillo is a Radcliffe Killam Distinguished Faculty member at Texas A&M International University (TAMIU). He previously served as an Associate Professor and Head of Research at Tecnológico de Monterrey (ITESM). From 2013 to 2024, he was the Technical Director of the National Laboratory for Transportation and Logistics Systems, which he proposed and co-founded on April 10, 2015.

Dr. Cedillo-Campos has also been a Visiting Professor, Researcher, and Speaker in Transportation and Logistics at several institutions, including the MIT-Zaragoza Logistics Center, Georgia Tech-Panama, Centre de Recherche Sur le Transport et la Logistique (CRET-LOG), the National Autonomous University of Mexico (UNAM), the Autonomous University of Nuevo León (UANL), and the National University of Colombia. In 2008, he established Mexico's first supply chain research center, the Supply Chain Research and Development Center (CiDeCS), at Tecnológico de Monterrey's Guadalajara Campus. In 2012, he received the National Logistics Award and the Technological Innovation Award from the Autonomous University of Nuevo León. Furthermore, in 2019, he was honored with the InterTraffic Latin America Award for leading the design and operation of Latin America's first Urban Cargo Distribution Living Lab.

He earned his PhD in Transportation (Logistics Systems) with honors from the University of Paris, France, in 2004. In 2010, he developed a dynamic analysis method to study the propagation of the "Cross-Border Effect" in freight flows and its impact on the logistics value of transportation infrastructure. Currently, he leads research on freight fluidity. Recognized as an expert in the field, he has taught at prestigious institutions in Mexico, Spain, France, Colombia, Panama, and Chile. As the Scientific Chair of the International Congress on Logistics and Supply Chain (CiLOG), he organizes a premier event that influences transportation and logistics development in Latin America. Additionally, he serves as an Area Editor (Transport) for the journal "Computers & Industrial Engineering." Dr. Cedillo-Campos is a full member of Sigma Xi, the Scientific Research Honor Society.

Dr. Jose Antonio Marmolejo-Saucedo 是中國浙江省 Romway Machinery Manufacturing Co. Ltd. 的科學首席工程師及 Nuevo Leon State University (UANL) 的教授。他目前負責在一個以模組化設計的智慧工廠中實施數位雙胞胎，以進行大規模優化。他的研究領域包括運籌學、大規模優化技術、計算技術、電能及物流系統的規劃、運營和控制的分析方法。他特別對人工智慧、數位雙胞胎、物聯網和工業4.0等主題感興趣。目前，Marmolejo 教授領導著位於墨西哥的數位雙胞胎研究實驗室 https://www.dtlab-research.net/

這個實驗室聚集了來自中國、美國、英國、俄羅斯、土耳其、烏克蘭、馬來西亞、泰國和墨西哥的專家。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。他共同撰寫了超過200篇在科學引文索引期刊、會議論文、演示文稿、書籍和書籍章節中的研究文章。

Prof. Dr. Roman Rodriguez-Aguilar 於墨西哥國立工業學院經濟學院獲得博士學位。他還擁有墨西哥國立自治大學（UNAM）的工程碩士學位、蒙特雷科技大學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研究生學位，以及 UNAM 的經濟學學士學位。目前，他是墨西哥 Universidad Panamericana 經濟與商業科學學院的教授。他的研究興趣包括大規模數學優化、統計學習、計算智能、健康與能源經濟學、組織中的數位轉型以及因果人工智慧。他曾在墨西哥多所知名公私立大學任教，並指導過多名碩士和博士生。此外，他還在國際上舉辦了許多講座、課程和研討會。Rodriguez 教授共同撰寫了多篇發表在科學引文索引期刊的研究文章，以及與知名出版社合作的章節和書籍。他還協調了多個研究項目，並是墨西哥國家研究系統的二級成員。

Dr. Utku Kose 於2008年獲得土耳其 Gazi University 計算機教育學士學位，並以優異成績畢業。他於2010年在土耳其 Afyon Kocatepe University 獲得計算機碩士學位，並於2017年在土耳其 Selcuk University 獲得計算機工程的博士學位。在2009年至2011年間，他在 Afyon Kocatepe University 擔任研究助理。隨後，他在2011年至2012年間擔任該校的講師及職業學校副主任，2012年至2017年間擔任 Usak University 的講師及研究中心主任，2017年至2019年間擔任 Suleyman Demirel University 的助理教授，並於2019年至2024年間擔任該校的副教授。目前，他是土耳其 Suleyman Demirel University 的正教授。Kose 也曾在 Gazi University 和 Istanbul Arel University 等其他高等教育機構授課。他還曾在美國北達科他州立大學擔任訪問研究員（2023年至2024年），並在印度 ITM (SLS) Baroda University 擔任人工智慧名譽教授。他擁有超過350篇的出版物，包括文章、著作和編輯書籍、會議論文及報告。他還是多本科學期刊的編輯委員會成員，並擔任《Biomedical and Robotics Healthcare》（CRC Press）和《Computational Modeling Applications for Existential Risks》（Elsevier）書系的編輯之一。他的研究興趣包括人工智慧、機器倫理、人工智慧安全、生物醫學應用、優化、混沌理論、遠程教育、電子學習、計算機教育和計算機科學。

Igor Litvinchev 是墨西哥 Nuevo Leon State University (UANL) 機械與電氣工程學院的研究教授。他在莫斯科物理技術學院（Fizteh）獲得應用數學碩士學位，並在俄羅斯科學院計算中心獲得系統理論與運籌學博士學位及系統建模與優化的科學博士學位（Habilitation）。他的研究專注於大規模系統建模、優化和控制，並具有跨學科應用。他獲得了來自北約科學事務部門和歐洲共同體的30多項資助；ISF（美國）和RFBR（俄羅斯）；CNPq和FAPESP（巴西）；BRFBR（白俄羅斯）；CONACYT、PROMEP和PAICYT（墨西哥）。Litvinchev 教授是俄羅斯自然科學院和墨西哥科學院的成員。他是墨西哥運籌學會和墨西哥物流與供應鏈協會的共同創始人。

Gaston Cedillo 是德州 A&M 國際大學 (TAMIU) 的 Radcliffe Killam 傑出教職成員。他曾擔任蒙特雷科技大學 (ITESM) 的副教授及研究部門主任。從2013年到2024年，他擔任國家交通與物流系統實驗室的技術總監，該實驗室是他於2015年4月10日提議並共同創立的。

Cedillo-Campos 博士還曾在多個機構擔任交通與物流的訪問教授、研究員和演講者，包括麻省理工學院-薩拉戈薩物流中心、喬治亞理工學院-巴拿馬、交通與物流研究中心 (CRET-LOG)、墨西哥國立自治大學 (UNAM)、新萊昂自治大學 (UANL) 和哥倫比亞國立大學。2008年，他在蒙特雷科技大學的瓜達拉哈拉校區建立了墨西哥第一個供應鏈研究中心——供應鏈研究與發展中心 (CiDeCS)。2012年，他獲得新萊昂自治大學的全國物流獎和技術創新獎。此外，在2019年，他因主導設計和運營拉丁美洲第一個城市貨物配送生活實驗室而獲得 InterTraffic Latin America 獎。

他於2004年在法國巴黎大學獲得運輸（物流系統）博士學位，並以優異成績畢業。2010年，他開發了一種動態分析方法，以研究貨運流中的「跨境效應」的傳播及其對運輸基礎設施物流價值的影響。目前，他領導著貨運流動性的研究。作為該領域的專家，他曾在墨西哥、西班牙、法國、哥倫比亞、巴拿馬和智利的多所知名機構授課。作為國際物流與供應鏈會議 (CiLOG) 的科學主席，他組織了一個影響拉丁美洲交通與物流發展的主要活動。此外，他還擔任期刊《Computers & Industrial Engineering》的區域編輯（交通）。Cedillo-Campos 博士是 Sigma Xi 科學研究榮譽學會的正式成員。