Artificial Intelligence in Information and Communication Technologies, Healthcare and Education: A Roadmap Ahead
N. Mahalle, Parikshit, S. Talware, Rajendra, C. Patil, Ganesh
相關主題
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)
《人工智慧在資訊與通訊科技、醫療保健和教育領域的應用：前進之路》是一本旨在作為參考書籍的著作，討論了人工智慧在改善服務方面的相互依賴性、溝通和有效控制，以及在不同商業和人類生活領域中的計算和控制方面的挑戰和未來發展方向。本書涵蓋了包括基礎硬體、部署系統和方法等技術和應用領域，有助於通過不同的監督和概率學習方法引入智能。
特點：
- 本書試圖在醫療保健、教育和商業流動性等領域建立硬體、軟體技術和演算法智能在數據分析和決策支持方面的聯繫。
- 介紹了人工智慧在資訊與通訊科技中的各種應用，如搜索和優化方法、機器學習、數據表示和本體論以及多智能體系統。
- 提供了一系列不同的案例研究，包括實驗結果，而不僅僅是理論和概括性的方法。
- 涵蓋了使用人工智慧/機器學習/數據科學、物聯網和底層資訊與通訊技術的大多數應用。
本書主要針對修讀計算機科學、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有用。
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)
Dr. Parikshit N Mahalle是IEEE的高級會員，並擔任印度普納Vishwakarma信息技術學院人工智能和數據科學系的教授和系主任。他在丹麥奧爾堡大學完成了博士學位，並在丹麥哥本哈根的CMI擔任博士後研究員。他擁有23年以上的教學和研究經驗。他是計算機工程學的課程委員會成員，前信息技術主席，以及印度各大學和自治學院的成員。他擁有9項專利，200多篇研究論文（Google Scholar引用-2250多次，H指數-22，Scopus引用-1190多次，H指數-16），並在Springer、CRC Press、劍橋大學出版社等出版了42多本書籍。他是IGI Global -國際粗糙集和數據分析期刊的主編，IGI Global -國際合成情感期刊的副編輯，Inter-science國際網格和公用事業計算期刊的副編輯，以及IGI Global -國際環境計算和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。他是普納SSPU的認可博士導師，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了博士論文答辯。他還獲得了Sinhgad學院和Cognizant Technologies Solutions頒發的“最佳教師獎”。他在國內外舉辦了200多場講座。他還獲得了Cognizant Technology Solutions頒發的最佳教師獎。
Dr. Rajendra Talware在普納大學的普納工程學院（COEP）完成了電子與通信工程的博士學位。他擁有豐富的行業、軟件咨詢、教學和大學管理經驗。他目前擔任普納Vishwakarma信息技術學院（VIIT）的E＆TC教授，並擔任研究和開發的院長（研究）。他是印度工程師學會的會員和特許工程師。他獲得了國防研究和發展組織、康坎鐵路、普納大學和行業咨詢的各種研究資助。他在被引用期刊和國際會議上發表了18篇研究論文。他還撰寫了一本關於寬頻通信的書籍。他申請並發表了3項專利和3項版權。他被邀請擔任各種國際會議和研討會的技術和諮詢委員會成員和資源人。Rajendra博士在教學和行政職能方面與行業和大學有合作關係。
Dr. Ganesh Patil在普納大學獲得了電子與通信工程學士學位，並在2002年和2007年分別在普納工程學院（COEP）獲得了碩士學位。在碩士學位後，他於2014年1月在印度理工學院坎普爾分校完成了微電子和VLSI領域的博士學位。Patil博士在第4屆國際學生電氣工程研討會上獲得了最佳學生獎，該研討會在日本福岡九州大學舉行，並且他還因在知名期刊上發表論文兩次獲得了印度理工學院坎普爾分校的現金獎（20,000盧比）。他是多個SCI期刊的審稿人，並且曾擔任多個IEEE國際會議的技術計劃主席。他的研究領域包括器件物理和建模、新型納米尺度MOSFET、模擬/數字CMOS電路、VLSI系統設計和有機電子學。Patil博士在各種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、印度和中國舉辦的同行評審國際會議上發表了30多篇研究論文。他擁有18年的教學經驗。
