Artificial Intelligence in Information and Communication Technologies, Healthcare and Education: A Roadmap Ahead
暫譯: 資訊與通信技術、醫療保健及教育中的人工智慧:未來的藍圖
N. Mahalle, Parikshit, S. Talware, Rajendra, C. Patil, Ganesh
商品描述
Artificial Intelligence in Information and Communication Technologies, Healthcare and Education: A Roadmap Ahead is designed as a reference text and discusses inter-dependability, communication and effective control for the betterment of services through artificial intelligence, as well as the challenges and path ahead for AI in computing and control across different domains of business and human life. The book accommodates technologies and application domains including backbone hardware, systems and methods for deployment, which help incorporating intelligence through different supervised and probabilistic learning approaches.
Features
- The book attempts to establish a connection between hardware, software technologies and algorithmic intelligence for data analysis and decision support in domains such as healthcare, education and other aspects of business and mobility.
- It presents various recent applications of artificial intelligence in information and communication technologies such as search and optimization methods, machine learning, data representation and ontologies, and multi-agent systems.
- The book provides a collection of different case studies with experimentation results than mere theoretical and generalized approaches.
- Covers most of the applications using the trending technologies like AI/ML/DS, IoT and underlying information and communication technologies.
The book is aimed primarily at advanced undergraduates and postgraduate students studying computer science, computer applications, and information technology. Researchers and professionals will also find this book useful.
商品描述(中文翻譯)
《資訊與通信技術、醫療保健及教育中的人工智慧:未來的藍圖》被設計為參考書,討論了透過人工智慧改善服務的相互依賴性、通信及有效控制,以及人工智慧在計算和控制領域面臨的挑戰和未來的發展路徑。本書涵蓋了包括基礎硬體、系統和部署方法在內的技術和應用領域,這些技術有助於通過不同的監督式和機率學習方法來融入智能。
特色
- 本書試圖建立硬體、軟體技術與算法智能之間的聯繫,以支持在醫療保健、教育及其他商業和流動性方面的數據分析和決策。
- 它展示了人工智慧在資訊與通信技術中的各種最新應用,例如搜索和優化方法、機器學習、數據表示和本體論,以及多代理系統。
- 本書提供了不同案例研究的集合,並包含實驗結果,而不僅僅是理論和一般化的方法。
- 涵蓋了大多數使用趨勢技術(如 AI/ML/DS、物聯網及其底層資訊與通信技術)的應用。
本書主要針對學習計算機科學、計算機應用和資訊技術的高年級本科生和研究生。研究人員和專業人士也會發現本書的實用性。
作者簡介
Dr. Parikshit N Mahalle is a senior member IEEE and is Professor and Head of Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Information Technology, Pune, India. He completed his Ph. D from Aalborg University, Denmark and continued as Post Doc Researcher at CMI, Copenhagen, Denmark. He has 23 + years of teaching and research experience. He is a member of the Board of Studies in Computer Engineering, Ex-Chairman Information Technology, SPPU and various Universities and autonomous colleges across India. He has 9 patents, 200+ research publications (Google Scholar citations-2250 plus, H index-22 and Scopus Citations are 1190 plus with H index -16) and authored/edited 42+ books with Springer, CRC Press, Cambridge University Press, etc. He is editor in chief for IGI Global -International Journal of Rough Sets and Data Analysis, Associate Editor for IGI Global - International Journal of Synthetic Emotions, Inter-science International Journal of Grid and Utility Computing, member-Editorial Review Board for IGI Global - International Journal of Ambient Computing and Intelligence. His research interests are Machine Learning, Data Science, Algorithms, Internet of Things, Identity Management and Security. He is a recognized PhD guide of SSPU, Pune, and guiding 7 PhD students in the area of IoT and machine learning. Recently, FIVE students have successfully defended their PhD. He is also the recipient of "Best Faculty Award" by Sinhgad Institutes and Cognizant Technologies Solutions. He has delivered 200 plus lectures at national and international level. He is also the recipient of the best faculty award by Cognizant Technology Solutions.
Dr. Rajendra Talware completed his Doctoral studies from College of Engg. Pune (COEP) under Pune University, Pune in Electronics and Telecommunication (E&TC) Engg. He has varied experience encompassing industry, software consultancy, teaching and university administration. He is currently he is working as a Professor in E&TC and looks after research and development as Dean (Research) of Vishwakarma Institute of Info Technology, (VIIT) Pune. He is a member and Chartered Engineer from Institution of Engineers, India. He is recipient of various research grants from Defense Research and Development Organization, Konkan Railway, S. P. Pune University and Industry consultancy. He has Published 18 research communications in referred journal and International conferences. He has authored a book on broadband communication. He has filed and published 03 patents and 03 copyrights. He is invited as a member of Technical and Advisory Committee for various international conferences and symposiums and as resource person.Dr. Rajendra is associated with Industry and Universities in teaching and administrative capacities.
Dr. Ganesh Patil received Bachelors degree in Electronics and Telecommunication Engineering from University of Pune and M.Tech degree from College of Engineering Pune (COEP) in 2002 and 2007 respectively. After M.Tech he completed Ph.D. in the area of Microelectronics and VLSI from the Indian Institute of Technology Kanpur, India in Jan 2014. Dr. Patil Bagged Best Student Award at 4th International Student Workshop on Electrical Engineering, at Kyushu University, Fukuoka, Japan, and also received Cash Award (Rs 20,000/-) twice by IIT Kanpur for publishing the papers in reputed journals. He is reviewer of various SCI listed journals and also worked as Technical Program Chair for various IEEE international conferences. The area of his research work is Device Physics and Modeling, Novel Nanoscale MOSFETs, Analog/Digital CMOS circuits, VLSI System Design and organic electronics. Dr. Patil has published several research papers in various reputed journals and more than 30 research papers in peer reviewed international conferences held at USA, Japan, Egypt, Singapore, India and China. He is having total teaching experience of 18 years and currently working as an Associate Professor at Center for VLSI and Nanotechnology at Visvesvaraya National Institute of Technology, Nagpur.
Prof. Sachin R Sakhare has obtained his doctorate in Computer Science and Engineering in 2014. He has 25 Years of experience and currently he is working as a Professor in Computer Engineering at VIIT, Pune, India. He is a member of Computer Society of India and ISTE. He has availed the research workshop grants from BCUD, Pune University. He has Published 32 research communications in web of Science and Scopus indexed journals and presented papers in national and international conferences, He has 200 citations and H-index 4. He has authored 4 books. He has filed and published 4 patents and 03 copyrights. He is and currently guiding 4 PhD scholars at Savitribai Phule Pune University. He worked as a reviewer of Applied Soft Computing journal from Elsevier, The journal of Soft Computing from Springer, IEEE-ICCUBEA-2018 and 2019. IEEE-INDICON, Springer and ACM conferences. Dr. Sachin has Delivered invited talks at various Conferences, FDP's and STTP's as well as to PG students. Dr. Sachin is associated with international universities including Amsterdam University of Applied Sciences (AUAS), Netherlands, Aalborg University, Copenhagen, Denmark and RWTH Aachen university, Germany for academic collaboration and content delivery on specialized fields.
Dr. Yogesh H Dandawate received his Bachelor of Engineering from University of Pune (India) in 1991, Masters of Engineering from Gulbarga University (India) in 1998 and PhD in Electronics and Telecommunications Engineering in 2009 University of Pune (India). Presently he is working as Professor in Electronics and Telecommunications Engineering Department at Vishwakarma Institute of Information Technology, Pune. He has 30 years of teaching experience and has published more than 102 papers in reputed National and International Conferences/ referred Journals and one copyright . He has worked on several research projects funded by BCUD, RPS (AICTE), Rajiv Gandhi Science and Technology Commission, Maharashtra Government. He has authored two books namely Microcontroller Techniques and Image and Video Compression: Techniques and Fundamentals published by renowned CRC press. One book chapter in "Computer Vision and recognition systems using Machine and Deep Learning " Published by IET (UK) .He has 3 patents granted, 2 patents published and one copyright granted on his account. He his editorial board member of 2 reputed Indian Journals and reviewer of 10 Journals Published by IET(UK), Elsevier and Springer. His areas of interests are Computer vision and Deep Machine learning, Signal and Image processing, Embedded Systems and Pattern recognition. He is senior member of IEEE, and Fellow member of IETE, India. He has served as Treasurer, Secretary of IEEE Pune Section and IEEE Signal Processing Pune Chapter and Presently member of Executive Committee of IEEE Pune Section and IETE, Pune Chapter. He was Chairman, Board of Studies, Electrical and Electronics Engineering, Faculty of Technology, Savitribai Phule Pune University and currently Member Board of Studies, Electronics and Telecommunications Engineering, Savitribai Phule Pune University and Government College of Engineering, Pune and Karad. He is invited Board of Studies Member in Electronics at Bharati Vidyapeeth, Solapur University and Symbiosis International University.
Dr. Pravin R Futane is obtained his Ph.D in Computer Science and Engineering from Amravati University. He is currently associated with VIIT, Pune as a Professor in Computer Engg and heading department of Information Technology. IN his 24 years of experience, majority in teaching with some industry experience and expertise. He reviewed and examined scholars for Ph.D thesis. His research interest domain is Sign Language, Artificial Intelligence, Computer and Databases. He has published more than 63 research papers in International Journals (31 papers) and Conferences (32 papers). His Google scholar paper citation is 126, h-Index is 5 and i10 index is 5. He is a member of many professional bodies viz ISTE, IAMG and ISC. He has also received a research grant or QIP funding for around three programmes. He has played a role in various capacity as reviewer, session chair, invited talk, editorial board member and organization of conferences supported by funding organizations. He did filed three patents and received one Australian patent granted to his credit.
作者簡介(中文翻譯)
Parikshit N Mahalle 博士 是 IEEE 的資深會員,並擔任印度浦那的 Vishwakarma 信息技術學院人工智慧與數據科學系的教授及系主任。他在丹麥奧爾堡大學完成博士學位,並在丹麥哥本哈根的 CMI 繼續擔任博士後研究員。他擁有超過 23 年 的教學和研究經驗。他是計算機工程學的學術委員會成員,曾擔任 SPPU 的資訊技術系主任,以及印度各大學和自治學院的成員。他擁有 9 項專利,發表了 200 多篇研究論文(Google Scholar 引用次數超過 2250 次,H 指數為 22,Scopus 引用次數超過 1190 次,H 指數為 16),並與 Springer、CRC Press、劍橋大學出版社等共同編著了超過 42 本書籍。他是 IGI Global 的《國際粗集與數據分析期刊》的主編,IGI Global 的《國際合成情感期刊》的副編輯,Inter-science 的《國際網格與公用計算期刊》的副編輯,並且是 IGI Global 的《國際環境計算與智能期刊》的編輯審查委員會成員。他的研究興趣包括機器學習、數據科學、算法、物聯網、身份管理和安全。他是 SSPU 的認可博士生導師,指導 7 名物聯網和機器學習領域的博士生。最近,有五名學生成功通過博士論文答辯。他還獲得了 Sinhgad 學院和 Cognizant 技術解決方案頒發的「最佳教師獎」。他在國內外發表了超過 200 場講座。他還獲得了 Cognizant 技術解決方案的最佳教師獎。
Rajendra Talware 博士 在浦那大學的浦那工程學院(COEP)完成了電子與電信(E&TC)工程的博士學位。他擁有多樣的經驗,包括工業、軟體諮詢、教學和大學管理。目前,他在 E&TC 擔任教授,並作為 Vishwakarma 信息技術學院(VIIT)研究院的院長負責研究與發展。他是印度工程師協會的會員和特許工程師。他獲得了來自國防研究與發展組織、Konkan 鐵路、S. P. 浦那大學和工業諮詢的各種研究資助。他在同行評審的期刊和國際會議上發表了 18 篇研究論文。他撰寫了一本關於寬頻通信的書籍,並申請和發表了 3 項專利和 3 項版權。他受邀擔任各種國際會議和研討會的技術與諮詢委員會成員,並作為資源人員參與。
Ganesh Patil 博士 於 2002 年獲得浦那大學電子與電信工程學士學位,並於 2007 年在浦那工程學院(COEP)獲得碩士學位。完成碩士學位後,他於 2014 年 1 月在印度理工學院坎普爾校區獲得微電子學和 VLSI 領域的博士學位。Patil 博士在日本福岡的九州大學舉辦的第四屆國際電氣工程學生研討會上獲得最佳學生獎,並因在知名期刊上發表論文而兩次獲得印度理工學院坎普爾校區的現金獎(20,000 印度盧比)。他是多個 SCI 列表期刊的審稿人,並曾擔任多個 IEEE 國際會議的技術程序主席。他的研究領域包括器件物理與建模、新型納米 MOSFET、類比/數位 CMOS 電路、VLSI 系統設計和有機電子學。Patil 博士在多個知名期刊上發表了多篇研究論文,並在美國、日本、埃及、新加坡、印度和中國的同行評審國際會議上發表了超過 30 篇研究論文。他擁有 18 年的教學經驗,目前在納格浦爾的 Visvesvaraya 國立技術學院的 VLSI 和納米技術中心擔任副教授。
Sachin R Sakhare 教授 於 2014 年獲得計算機科學與工程博士學位。他擁有 25 年的經驗,目前在印度浦那的 VIIT 擔任計算機工程教授。他是印度計算機學會和 ISTE 的成員。他獲得了來自浦那大學 BCUD 的研究工作坊資助。他在 Web of Science 和 Scopus 索引的期刊上發表了 32 篇研究論文,並在國內外會議上發表了論文,引用次數達 200 次,H 指數為 4。他撰寫了 4 本書籍,並申請和發表了 4 項專利和 3 項版權。他目前指導 4 名 Savitribai Phule 浦那大學的博士生。他曾擔任 Elsevier 的《應用軟體計算期刊》、Springer 的《軟體計算期刊》、IEEE-ICCUBEA-2018 和 2019、IEEE-INDICON、Springer 和 ACM 會議的審稿人。Sachin 博士在各種會議、FDP 和 STTP 以及研究生中發表了邀請演講。他與包括荷蘭阿姆斯特丹應用科學大學、丹麥奧爾堡大學和德國亞琛工業大學在內的國際大學進行學術合作和專業領域的內容傳遞。
Yogesh H Dandawate 博士 於 1991 年獲得浦那大學的工程學學士學位,1998 年獲得 Gulbarga 大學的工程碩士學位,並於 2009 年在浦那大學獲得電子與電信工程博士學位。目前,他在浦那的 Vishwakarma 信息技術學院電子與電信工程系擔任教授。他擁有 30 年的教學經驗,並在知名的國內外會議/期刊上發表了超過 102 篇論文和一項版權。他參與了多個由 BCUD、RPS(AICTE)、拉吉夫·甘地科學與技術委員會和馬哈拉施特拉邦政府資助的研究項目。他撰寫了兩本書籍,分別是由知名的 CRC Press 出版的《微控制器技術》和《影像與視頻壓縮:技術與基礎》。他在《計算機視覺與基於機器學習和深度學習的識別系統》一書中撰寫了一章,該書由 IET(英國)出版。他擁有 3 項專利、2 項已發表的專利和一項已授予的版權。他是 2 本知名印度期刊的編輯委員會成員,並擔任 IET(英國)、Elsevier 和 Springer 出版的 10 本期刊的審稿人。他的研究興趣包括計算機視覺和深度機器學習、信號與影像處理、嵌入式系統和模式識別。他是 IEEE 的資深會員,也是 IETE(印度電子與電氣工程師協會)的院士。他曾擔任 IEEE 浦那分會和 IEEE 信號處理浦那分會的財務主管和秘書,並目前是 IEEE 浦那分會和 IETE 浦那分會執行委員會的成員。他曾擔任 Savitribai Phule 浦那大學技術學院電氣與電子工程學的學術委員會主席,並目前是 Savitribai Phule 浦那大學和浦那工程學院的電子與電信工程學的學術委員會成員。他還受邀成為索拉普爾大學 Bharati Vidyapeeth 和 Symbiosis 國際大學電子學的學術委員會成員。
Pravin R Futane 博士 於 Amravati 大學獲得計算機科學與工程博士學位。目前,他在 VIIT 浦那擔任計算機工程教授,並負責資訊技術系。在他 24 年的經驗中,大部分時間從事教學,並有一些工業經驗和專業知識。他審查和考核博士論文的學者。他的研究興趣領域包括手語、人工智慧、計算機和數據庫。他在國際期刊(31 篇)和會議(32 篇)上發表了超過 63 篇研究論文。他的 Google Scholar 論文引用次數為 126,H 指數為 5,i10 指數為 5。他是多個專業機構的成員,如 ISTE、IAMG 和 ISC。他還獲得了約三個計劃的研究資助或 QIP 資助。他在各種角色中擔任審稿人、會議主席、邀請演講者、編輯委員會成員以及由資助機構支持的會議組織者。他申請了三項專利,並獲得了一項澳大利亞專利。