Explainable Machine Learning for Multimedia Based Healthcare Applications
暫譯: 可解釋的機器學習在多媒體健康照護應用中的應用

​Shamim Hossain is currently a Professor with the Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia. He is also an adjunct professor with the School of Electrical Engineering and Computer Science, University of Ottawa, ON, Canada. He received his Ph.D. in Electrical and Computer Engineering from the University of Ottawa, ON, Canada in 2009. His research interests include cloud networking, smart environment (smart city, smart health), AI, deep learning, edge computing, Internet of Things (IoT), multimedia for health care, and multimedia big data. He has authored and co-authored more than 335 publications including refereed journals (310+ SCI/ISI-Indexed papers, 180+ IEEE/ACM Transactions/Journal papers, 25+ ESI Highly Cited Papers, 2 Hot Papers), conference papers, books, and book chapters. Recently, he co-edited a book on "Connected Health in Smart Cities", published by Springer. He has served as the co-chair, general chair, workshop chair, publication chair, and TPC in several IEEE and ACM conferences. He is the chair of the IEEE Special Interest Group on Artificial Intelligence (AI) for Health with the IEEE ComSoc eHealth Technical Committee. Currently, he is the Organizing Co-Chair of the Special Sessions with IEEE I2MTC 2022. He is also the Co-Chair of the 2nd IEEE GLOBECOM 2022 Workshop on Edge-AI and IoT for Connected Health. He is the Technical Program Co-Chair of ACM Multimedia 2023. He is the Symposium Co-Chair of Selected Areas in Communications (E-Health) with IEEE GLOBECOM 2024. Currently, he is the Chair of the Saudi Arabia Section of the Instrumentation and Measurement Society Chapter. He is a recipient of a number of awards, including the Best Conference Paper Award and the 2016 ACM Transactions on Multimedia Computing, Communications and Applications (TOMM) Nicolas D. Georganas Best Paper Award, the 2019 King Saud University Scientific Excellence Award (Research Quality), and the Research in Excellence Award from the College of Computer and Information Sciences (CCIS), King Saud University (3 times in a row). He is on the editorial board of the IEEE Transactions on Instrumentation and Measurement (TIM), IEEE Transactions on Multimedia (TMM), ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), IEEE Multimedia, IEEE Network, IEEE Wireless Communications, Journal of Network and Computer Applications (Elsevier), International Journal of Multimedia Tools and Applications (Springer), and Games for Health Journal. He served as a Lead Guest Editor of more than 2 dozen of Special Issues (SIs) including the ACM Transactions on Internet Technology, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), IEEE Communications Magazine, IEEE Network, IEEE Transactions on Information Technology in Biomedicine (currently JBHI), IEEE Transactions on Cloud Computing, and Future Generation Computer Systems (Elsevier). He is a senior member of the IEEE and a Distinguished Member of the ACM. He is an IEEE Distinguished Lecturer (DL). He is a highly cited researcher and is listed as a Clarivate Analytics (Web of Science(TM)) Highly Cited Researcher in Computer Science.
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, and as an Assistant Professor in Suleyman Demirel University between2017 and 2019. Currently, he is an Associate Professor in Suleyman Demirel University, Turkey. He has more than 200 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 interest includes artificial intelligence, machine ethics, artificial intelligence safety, biomedical applications, optimization, the chaos theory, distance education, e-learning, computer education, and computer science.
Dr. Deepak Gupta is an eminent academician; plays versatile roles and responsibilities juggling between lectures, research, publications, consultancy, community service, PhD and post-doctorate supervision etc. With 13 years of rich expertise in teaching and two years in industry; he focuses on rational and practical learning. He has contributed massive literature in the fields of Human-Computer Interaction, Intelligent Data Analysis, Nature-Inspired Computing, Machine Learning and Soft Computing. He is working as Assistant Professor at Maharaja Agrasen Institute of Technology (GGSIPU), Delhi, India. He has served as Editor-in-Chief, Guest Editor, Associate Editor in SCI and various other reputed journals (Elsevier, Springer, Wiley & MDPI). He has actively been part of various reputed International conferences. He is not only backed with a strong profile but his innovative ideas, research's end-results and notion of implementation of technology in the medical field is by and large contributing to the society significantly. He is currently a Post-Doc researcher at University of Valladolid, Spain. He has completed his first Post-Doc from Inatel, Brazil, and Ph.D. from Dr. APJ Abdul Kalam Technical University. He has authored/Edited 47 books with National/International level publisher (Elsevier, Springer, Wiley, Katson). He has published 158 scientific research publications in reputed International Journals and Conferences including 79 SCI Indexed Journals of IEEE, Elsevier, Springer, Wiley and many more. He has also filed 3 patents. He is Editor-in-Chief of OA Journal-Computers and Quantum Computing and Applications (QCAA), Associate Editor of Expert Systems (Wiley), Intelligent Decision Technologies (IOS Press), Journal of Computational and Theoretical Nenoscience, Honorary Editor of ICSES Transactions on Image Processing and Pattern Recognition. He is also a series editor of "Elsevier Biomedical Engineering" (Elsevier), "Intelligent Biomedical Data Analysis" (De Gruyter, Germany), "Explainable AI (XAI) for Engineering Applications" (CRC Press) and "Computational Intelligence for Data Analysis" (Bentham Science). He is appointed as Consulting Editor at Elsevier. He is also associated with various professional bodies like IEEE, ISTE, IAENG, IACSIT, SCIEI, ICSES, UACEE, Internet Society, SMEI, IAOP, and IAOIP. Invited as a Faculty Resource Person/Session Chair/Reviewer/TPC member in different FDP, conferences and journals. He is the convener of 'ICICC' conference series. Dr. Gupta has great number of publication background, as considering Artificial Intelligence and biomedical applications. With his strong publication record in the target area, he is fitting very well into the book project. In the project, he will be responsible in author / contributor contacts in the context of Far East, and South America regions of the world.

Shamim Hossain目前是沙烏地阿拉伯利雅德國王沙烏德大學計算機與信息科學學院軟體工程系的教授。他同時也是加拿大安大略省渥太華大學電機工程與計算機科學學院的兼任教授。他於2009年在加拿大渥太華大學獲得電機與計算機工程博士學位。他的研究興趣包括雲網絡、智慧環境（智慧城市、智慧健康）、人工智慧、深度學習、邊緣計算、物聯網（IoT）、健康照護的多媒體以及多媒體大數據。他已發表和共同發表超過335篇出版物，包括經過審核的期刊（310+篇SCI/ISI索引論文、180+篇IEEE/ACM交易/期刊論文、25+篇ESI高被引論文、2篇熱門論文）、會議論文、書籍和書籍章節。最近，他共同編輯了一本名為《智慧城市中的連接健康》的書籍，由Springer出版。他曾在多個IEEE和ACM會議中擔任共同主席、總主席、研討會主席、出版主席和技術程序委員會成員。他是IEEE通信學會健康人工智慧（AI）特別興趣小組的主席。目前，他是IEEE I2MTC 2022特別會議的組織共同主席。他也是第二屆IEEE GLOBECOM 2022關於邊緣AI和物聯網連接健康的研討會的共同主席。他是ACM Multimedia 2023的技術程序共同主席。他是IEEE GLOBECOM 2024的通訊選定領域研討會（E-Health）的研討會共同主席。目前，他是沙烏地阿拉伯儀器與測量學會分會的主席。他獲得了多項獎項，包括最佳會議論文獎和2016年ACM多媒體計算、通信與應用（TOMM）Nicolas D. Georganas最佳論文獎、2019年國王沙烏德大學科學卓越獎（研究質量）以及國王沙烏德大學計算機與信息科學學院（CCIS）的研究卓越獎（連續三次）。他是IEEE儀器與測量學交易（TIM）、IEEE多媒體交易（TMM）、ACM多媒體計算、通信與應用（TOMM）、IEEE多媒體、IEEE網絡、IEEE無線通信、網絡與計算機應用期刊（Elsevier）、多媒體工具與應用國際期刊（Springer）以及健康遊戲期刊的編輯委員會成員。他曾擔任超過兩十個特刊的首席客座編輯，包括ACM互聯網技術交易、ACM多媒體計算、通信與應用（TOMM）、IEEE通信雜誌、IEEE網絡、IEEE生物醫學信息技術交易（目前為JBHI）、IEEE雲計算交易以及未來一代計算機系統（Elsevier）。他是IEEE的資深會員，也是ACM的傑出會員。他是IEEE的傑出講師（DL）。他是一位高被引研究者，並被列為Clarivate Analytics（Web of Science(TM)）的計算機科學高被引研究者。
Dr. Utku Kose於2008年獲得土耳其Gazi大學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大學獲得計算機碩士學位，並於2017年在土耳其Selcuk大學獲得計算機工程博士學位。在2009年至2011年間，他在Afyon Kocatepe大學擔任研究助理。隨後，他在2011年至2012年間擔任Afyon Kocatepe大學的講師和職業學校副主任，2012年至2017年間擔任Usak大學的講師和研究中心主任，2017年至2019年間擔任Suleyman Demirel大學的助理教授。目前，他是土耳其Suleyman Demirel大學的副教授。他擁有超過200篇出版物，包括文章、著作和編輯的書籍、會議論文和報告。他還在許多科學期刊的編輯委員會中任職，並擔任《生物醫學與機器人健康護理》（CRC Press）和《存在風險的計算建模應用》（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。
Dr. Deepak Gupta是一位傑出的學者，擔任多種角色和責任，兼顧講座、研究、出版、顧問、社區服務、博士及博士後指導等工作。他在教學方面擁有13年的豐富經驗，並在業界有兩年的經歷；他專注於理性和實用的學習。他在人體與計算機互動、智能數據分析、自然啟發計算、機器學習和軟計算等領域貢獻了大量文獻。他目前在印度德里Maharaja Agrasen技術學院（GGSIPU）擔任助理教授。他曾擔任SCI及其他多個知名期刊（Elsevier、Springer、Wiley和MDPI）的主編、客座編輯和副編輯。他積極參與各種知名國際會議。他不僅擁有強大的背景，還以其創新理念、研究成果及在醫療領域實施技術的觀念，對社會做出了顯著貢獻。目前，他是西班牙巴利亞多利德大學的博士後研究員。他在巴西Inatel完成了他的第一個博士後研究，並在Dr. APJ Abdul Kalam技術大學獲得博士學位。他與國內外出版社（Elsevier、Springer、Wiley、Katson）共同編著了47本書籍。他在知名國際期刊和會議上發表了158篇科學研究出版物，包括79篇IEEE、Elsevier、Springer、Wiley等的SCI索引期刊。他還申請了3項專利。他是OA期刊《計算機與量子計算及應用》（QCAA）的主編，並擔任《專家系統》（Wiley）、《智能決策技術》（IOS Press）、《計算與理論納米科學期刊》的副編輯，以及《ICSES圖像處理與模式識別交易》的名譽編輯。他還是《Elsevier生物醫學工程》（Elsevier）、《智能生物醫學數據分析》（德國De Gruyter）、《工程應用的可解釋AI（XAI）》（CRC Press）和《數據分析的計算智能》（Bentham Science）系列的編輯。他被任命為Elsevier的顧問編輯。他還與多個專業機構如IEEE、ISTE、IAENG、IACSIT、SCIEI、ICSES、UACEE、互聯網協會、SMEI、IAOP和IAOIP有關聯。受邀擔任不同的FDP、會議和期刊的教學資源人員/會議主席/審稿人/TPC成員。他是「ICICC」會議系列的召集人。Dr. Gupta在人工智慧和生物醫學應用方面擁有大量的出版背景。考慮到他在目標領域的強大出版記錄，他非常適合這個書籍項目。在該項目中，他將負責與遠東和南美地區的作者/貢獻者聯繫。