Intelligent Data-Driven Systems with Innovations in Artificial Intelligence
暫譯: 智能數據驅動系統與人工智慧創新

本書展示了人工智慧的前沿，深入探討尖端技術的進展，包括深度學習、神經網絡、遷移學習、人類與人工智慧的協作以及情感分析。- 本書深入探討尖端技術的進展，涵蓋深度學習、神經網絡和遷移學習等技術。

- 討論語音助手的領域，探索人工智慧如何增強自然語言處理和語音識別能力，並徹底改變人機互動的範式。
- 提供深度學習、神經網絡、機器學習和數據科學如何與更廣泛的倫理考量交集的見解，解決透明度和社會影響等問題。
- 涵蓋人類與人工智慧的協作以及人工智慧和數據分析在醫療保健中的應用。
- 解釋生成對抗網絡和推薦系統中的先進技術。

本書主要針對電機工程、電子與通信工程、計算機科學與工程以及資訊科技的高年級本科生、研究生和學術研究人員撰寫。

Dr. Suneeta Satpathy is currently working as an Associate Professor, Center for Cyber Security, SOA University, Bhubaneswar, Odisha. She has received her Ph.D. from Utkal University, Bhubaneswar, Odisha, in the year 2015, with Directorate of Forensic Sciences, MHA scholarship from Govt of India. Her research interests include Computer Forensics, Cyber Security, Data Fusion, Data Mining, Big Data analysis, and Decision Mining. She has edited books in association with Springer, Wiley and CRC AAP Publications. In addition to research, she has guided many post-graduate and graduate students. She has published papers in many International Journals and conferences in repute. Her professional activities include roles as editorial board member and/or reviewer of Journal of Engineering Science, Advancement of Computer Technology and Applications, Robotics and Autonomous Systems (Elsevier), computational and Structural Biotechnology Journal (Elsevier), Journal of Big Data (Springer) as well as InderScience Journals. She is an active member of CSI, ISTE, OITS, IE, Nikhil Bharat Shiksha Parisad and IEEE.

Dr. Álvaro Rocha is World's Top 2% Scientist by Stanford University (USA) and Elsevier, and World's Top 1% Scientist by ResearchGate for the domains of Information Science and Information Systems. He is Professor at ISEG, University of Lisbon, Invited Full Professor at University of Calabria, Honorary Professor at Amity University, President of ITMA - Information and Technology Management Association, Vice-Chair of IEEE SMC Portugal Chapter, and Book Series Scientific Manager at Springer-Nature. He holds the title of Honorary Professor, and holds a D.Sc. in Information Science, Ph.D. in Information Systems and Technologies, M.Sc. in Information Management, and BCs in Computer Science. He is researcher at the ADVANCE (the ISEG Centre for Advanced Research in Management), and a collaborator researcher at CINTESIS (Center for Research in Health Technologies and Information Systems). His main research interests are maturity models, information systems quality, online service quality, requirements engineering, intelligent information systems, e-Government, e-Health, and information technology in education. He is also Founder and Editor-in-Chief of both following Scopus and/or WoS journals: JISEM (Journal of Information Systems Engineering & Management) and RISTI (Revista Ibérica de Sistemas e Tecnologias de Informação / Iberian Journal of Information Systems and Technologies). Moreover, he has served as a Vice-Chair of Experts for the European Commission's Horizon 2020 Program, and as an Expert at the COST - intergovernmental framework for European Cooperation in Science and Technology, at the European Commission's Horizon Europe Program, at the Government of Italy's Ministry of Universities and Research, at the Government of Latvia's Ministry of Finance, at the Government of Mexico's National Council of Science and Technology, at the Government of Polish's National Science Centre, and at the Government of Cyprus's Research and Innovation Foundation.

Dr. Sachi Nandan Mohanty was recognized as Top 2% World Scientists Ranking by Stanford University and Elsevier for the years 2022, and 2023. He received his PostDoc from Indian Institute of Technology Kanpur, India in the year 2019 and Ph.D. from Indian Institute of Technology Kharagpur, India in the year 2015, with MHRD scholarship from Govt of India. He has authored/edited Forty two books, published by IEEE-Wiley, Springer, Wiley, CRC Press, NOVA and DeGruyter. His research areas include Data mining, Big Data Analysis, Cognitive Science, Fuzzy Decision Making, Brain-Computer Interface, Cognition, and Computational Intelligence. Prof. S N Mohanty has received four Best Paper Awards during his Ph.D. from International Conference at Benjing, China, and the other at International Conference on Soft Computing Applications organized by IIT Rookee in the year 2013. He was awarded the Best Thesis award first prize by the Computer Society of India in the year 2015. He has guided 9 PhD Scholar, twenty three Postgraduate students. He has published 241 International Journals of International repute. He has received 4th time International Travel support from Government of India, Department of Science and Technology, SERB Funding for presenting research paper and Keynote speaker. He has been elected as FELLOW of Institute of Engineers, IETE, Ambassador European Alliance Innovation (EAI), and Senior member of IEEE Computer Society Hyderabad chapter. He has been awarded by many awards and fellowship during his career and to name a few are Prof. Ganesh Mishra Memorial Award on 61st Annual Technical Session & 19th Prof. Bhubaneswar Behera Lecturer on 23-24th June 2020 from The Institution of Engineers (India) Odisha State Center, Bhubaneswar. He is a member of professional bodies like IETE, CSI, IE, IEEE (Hyderabad section). He is also the reviewer of Journal of Robotics and Autonomous Systems (Elsevier), Computational and Structural Biotechnology Journal (Elsevier), Artificial Intelligence Review (Springer), Spatial Information Research (Springer). He is leading as General chair of 2 international conferences such as ICISML, AIHC and editor in chief of international journal EAI Transaction on Intelligent System and Machine learning Application. Dr. Mohanty has gone for academic assignment to New York, Atlanta, Orlondo, Georgia, Paris, Slovakia, Singapore, Abu Dhabi, Saraja, Dubai, Malaysia, Istanbul, Viena, and Germany for delivering Keynote talk and chair the sessions in International conferences with travel support from Department of Science & Technology, Government of India, New Delhi, India.

Dr Tanupriya Choudhury, completed his undergraduate studies in Computer Science and Engineering at the West Bengal University of Technology in Kolkata (2004-2008), India, followed by a Master's Degree in the same field from Dr. M.G.R University in Chennai, India (2008-2010). In 2016, he successfully obtained his PhD degree from Jagannath University, Jaipur. With a total of 15 years of experience in both teaching and research, Dr. Choudhury holds the position of Visiting Professor at Daffodil International University Bangladesh. Currently, he is working as a Professor and Associate Dean of Research at Graphic Era Deemed to be University, Dehradun, India. Prior to this role, he served Symbiosis International Deemed University Pune, Graphic Era Hill University Dehradun (Research Professor), UPES Dehradun (Professor and Research Head Informatics), Amity University Noida (Assistant Professor Grade 3 and International Dept. Head), and other prestigious academic institutions (Dronacharya College of Engineering Gurgaon, Lingaya's University Faridabad, Babu Banarsi Das Institute of Technology Ghaziabad, Syscon Solutions Pvt. Ltd. Kolkata etc.). Recently recognized for his outstanding contributions to education with the Global Outreach Education Award for Excellence in Best Young Researcher Award at GOECA 2018. His areas of expertise encompass Human Computing, Soft Computing, Cloud Computing, Data Mining among others. Notably accomplished within his field thus far is filing 25 patents and securing copyrights for 16 software programs from MHRD (Ministry of Human Resource Development). He has actively participated as an attendee or speaker at numerous National and International conferences across India and abroad. With more than 150 research papers (Scopus) authored to date on record; Dr. Choudhury has also been invited as a guest lecturer or keynote speaker at esteemed institutions such as Jamia Millia Islamia University, Maharaja Agersen College (Delhi University), Duy Tan University Vietnam etc.He has also contributed significantly to various conferences throughout India serving roles like TPC member and session chairperson. As an active professional within the technical community; Dr.Choudhury holds lifetime membership with IETA (International Engineering & Technology Association) along with being affiliated with IEEE (Institute of Electrical and Electronics Engineers), IET(UK) (Institution of Engineering & Technology UK), and other reputable technical societies.Additionally, he is associated with corporate entities and serves as a Technical Adviser for Deetya Soft Pvt. Ltd., Noida, IVRGURU, and Mydigital360.He is also serving a Editor's in reputed Journals. He currently serves as the Honorary Secretary in IETA (Indian Engineering Teacher's Association-India), alongside his role as the Senior Advisor Position in INDO-UK Confederation of Science, Technology and Research Ltd., London, UK and International Association of Professional and Fellow Engineers-Delaware-USA.

**Dr. Suneeta Satpathy** 目前擔任印度奧里薩邦布巴內斯瓦爾SOA大學網路安全中心的副教授。她於2015年獲得印度奧里薩邦布巴內斯瓦爾烏特卡爾大學的博士學位，並獲得印度政府的法醫科學局獎學金。她的研究興趣包括計算機法醫學、網路安全、數據融合、數據挖掘、大數據分析和決策挖掘。她與Springer、Wiley和CRC AAP出版公司合作編輯了多本書籍。除了研究外，她還指導了許多研究生和本科生。她在多個國際期刊和知名會議上發表了論文。她的專業活動包括擔任《工程科學期刊》、《計算機技術與應用進展》、《機器人與自主系統》（Elsevier）、《計算與結構生物技術期刊》（Elsevier）、《大數據期刊》（Springer）以及InderScience期刊的編輯委員會成員和/或審稿人。她是CSI、ISTE、OITS、IE、Nikhil Bharat Shiksha Parisad和IEEE的活躍成員。

**Dr. Álvaro Rocha** 被史丹佛大學（美國）和Elsevier評選為全球前2%科學家，並在資訊科學和資訊系統領域被ResearchGate評選為全球前1%科學家。他是里斯本大學ISEG的教授，卡拉布里亞大學的受邀全職教授，阿米提大學的榮譽教授，ITMA（資訊與技術管理協會）會長，IEEE SMC葡萄牙分會的副主席，以及Springer-Nature的書籍系列科學經理。他擁有榮譽教授的頭銜，並擁有資訊科學的D.Sc.、資訊系統與技術的博士學位、資訊管理的碩士學位和計算機科學的學士學位。他是ADVANCE（ISEG高級管理研究中心）的研究員，並在CINTESIS（健康技術與資訊系統研究中心）擔任合作研究員。他的主要研究興趣包括成熟度模型、資訊系統質量、在線服務質量、需求工程、智能資訊系統、電子政府、電子健康和教育中的資訊技術。他還是以下兩本Scopus和/或WoS期刊的創始人和主編：JISEM（資訊系統工程與管理期刊）和RISTI（伊比利亞資訊系統與技術期刊）。此外，他曾擔任歐洲委員會Horizon 2020計劃的專家副主席，並在COST（歐洲科學與技術合作的政府間框架）、歐洲委員會Horizon Europe計劃、意大利政府大學與研究部、拉脫維亞政府財政部、墨西哥政府科學與技術國家委員會、波蘭政府國家科學中心和塞浦路斯政府研究與創新基金會擔任專家。

**Dr. Sachi Nandan Mohanty** 在2022年和2023年被史丹佛大學和Elsevier評選為全球前2%科學家。他於2019年在印度坎普爾的印度理工學院獲得博士後學位，並於2015年在印度卡哈拉格普爾的印度理工學院獲得博士學位，並獲得印度政府的MHRD獎學金。他已撰寫/編輯42本書籍，出版商包括IEEE-Wiley、Springer、Wiley、CRC Press、NOVA和DeGruyter。他的研究領域包括數據挖掘、大數據分析、認知科學、模糊決策、腦機介面、認知和計算智能。S N Mohanty教授在其博士期間獲得四項最佳論文獎，分別在中國北京的國際會議和2013年由IIT Rookee舉辦的國際軟計算應用會議上獲得。他於2015年獲得印度計算機學會頒發的最佳論文獎第一名。他指導了9名博士生和23名研究生，並在241本國際知名期刊上發表了論文。他四次獲得印度政府科學與技術部的國際旅行支持，用於發表研究論文和擔任主題演講者。他被選為工程師學會、IETE的FELLOW，並擔任歐洲創新聯盟（EAI）的大使，以及IEEE計算機學會海得拉巴分會的高級會員。在他的職業生涯中，他獲得了許多獎項和獎學金，其中包括2020年6月23日至24日由印度工程師學會奧里薩邦中心頒發的Ganesh Mishra紀念獎和第61屆年度技術會議的Bhubaneswar Behera講座。他是IETE、CSI、IE、IEEE（海得拉巴分會）等專業機構的成員。他還擔任《機器人與自主系統期刊》（Elsevier）、《計算與結構生物技術期刊》（Elsevier）、《人工智慧評論》（Springer）、《空間資訊研究》（Springer）的審稿人。他擔任兩個國際會議的總主席，如ICISML、AIHC，並擔任國際期刊EAI Transaction on Intelligent System and Machine Learning Application的主編。Mohanty博士曾前往紐約、亞特蘭大、奧蘭多、喬治亞州、巴黎、斯洛伐克、新加坡、阿布達比、沙迦、杜拜、馬來西亞、伊斯坦堡、維也納和德國進行學術任務，並在國際會議上發表主題演講和主持會議，並獲得印度新德里科學與技術部的旅行支持。

**Dr. Tanupriya Choudhury** 在印度加爾各答的西孟加拉科技大學完成了計算機科學與工程的本科學習（2004-2008），隨後在印度金奈的M.G.R大學獲得同一領域的碩士學位（2008-2010）。他於2016年成功獲得了賈根納斯大學的博士學位。擁有15年的教學和研究經驗，Choudhury博士目前擔任孟加拉達菲多國際大學的訪問教授。現在，他在印度德拉敦的Graphic Era大學擔任教授和研究副院長。在此之前，他曾在Symbiosis國際大學普納、Graphic Era山大學德拉敦（研究教授）、UPES德拉敦（資訊學教授及研究主管）、阿米提大學諾伊達（助理教授3級及國際部門主管）及其他知名學術機構（如德羅納查里亞工程學院古爾岡、林蓋亞大學法里達巴德、巴布·巴納爾西·達斯技術學院加齊阿巴德、Syscon Solutions Pvt. Ltd.加爾各答等）任職。最近，他因在教育方面的卓越貢獻而獲得2018年GOECA最佳年輕研究者獎的全球外展教育獎。他的專業領域包括人機計算、軟計算、雲計算、數據挖掘等。迄今為止，他在其領域內的成就包括申請25項專利和為16個軟體程序獲得MHRD（人力資源發展部）的版權。他積極參加了許多國內外的會議，並擔任演講者或主題演講者。至今，他已發表超過150篇（Scopus）研究論文；Choudhury博士還受邀在如Jamia Millia Islamia大學、Maharaja Agersen College（德里大學）、越南Duy Tan大學等知名機構擔任客座講師或主題演講者。他在全印度的各種會議中也做出了重要貢獻，擔任TPC成員和會議主席。作為技術社區的活躍專業人士，Choudhury博士是IETA（國際工程與技術協會）的終身會員，並與IEEE（電氣與電子工程師協會）、IET（英國工程與技術學會）及其他知名技術社會有關聯。此外，他還與企業實體合作，擔任Deetya Soft Pvt. Ltd.、IVRGURU和Mydigital360的技術顧問。他還擔任多本知名期刊的編輯。目前，他在IETA（印度工程教師協會）擔任榮譽秘書，並在英國倫敦的INDO-UK科學、技術與研究聯合會和美國德拉瓦的國際專業與Fellow工程師協會擔任高級顧問。