Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications: 1st International Conference on Frontiers of Ai, Ethics, and Multidi
Farmanbar, Mina, Tzamtzi, Maria, Verma, Ajit Kumar
相關主題
商品描述
This groundbreaking proceedings volume explores the integration of Artificial Intelligence (AI) across key domains--healthcare, finance, education, robotics, industrial and other engineering applications --unveiling its transformative potential and practical implications. With a multidisciplinary lens, it transcends technical aspects, fostering a comprehensive understanding while bridging theory and practice.
Approaching the subject matter with depth, the book combines theoretical foundations with real-world case studies, empowering researchers, professionals, and enthusiasts with the knowledge and tools to effectively harness AI. Encompassing diverse AI topics--machine learning, natural language processing, computer vision, data analytics and supervisory control -- the volume showcases state-of-the-art techniques propelling AI advancements.Structured into four parts: Part 1: Artificial Intelligence (AI), explores evolving deep neural networks, reinforcement learning, and explainable AI, providing a deep dive into the technical foundations of AI advancements.
Part 2: Robotics and Control Systems, delves into the integration of AI in robotics and automatic control, addressing supervisory control, automated robotic movement coordination, anomaly detection, dynamic programming, and fault tolerance, offering insights into the evolving landscape of intelligent automation.
Part 3: AI and Society, examines the societal impact of AI through chapters on ethical considerations, economic growth, environmental engagements, and hazard management, providing a holistic perspective on AI's role in shaping society.Part 4: PhD Symposium, presents the future of AI through cutting-edge research, covering legal and ethical dimensions, privacy considerations, and computationally efficient solutions, offering a glimpse into the next generation of AI advancements.
Catering to a diverse audience--from industry leaders to students--the volume consolidates the expertise of renowned professionals, serving as a comprehensive resource for navigating the ever-evolving AI landscape. An essential reference for those staying at the forefront of AI developments.
商品描述(中文翻譯)
這本開創性的會議論文集探討了人工智慧（AI）在關鍵領域的整合——醫療保健、金融、教育、機器人技術、工業及其他工程應用——揭示了其變革潛力和實際影響。以多學科的視角，超越了技術層面，促進了全面的理解，同時橋接了理論與實踐。
本書深入探討主題，結合理論基礎與現實案例研究，賦予研究者、專業人士和愛好者有效利用AI的知識和工具。涵蓋多樣的AI主題——機器學習、自然語言處理、計算機視覺、數據分析和監督控制——該論文集展示了推動AI進步的尖端技術。
本書分為四個部分：第一部分：人工智慧（AI），探討了不斷演變的深度神經網絡、強化學習和可解釋的AI，深入分析AI進步的技術基礎。
第二部分：機器人技術與控制系統，深入探討AI在機器人技術和自動控制中的整合，涉及監督控制、自動化機器人運動協調、異常檢測、動態規劃和容錯，提供對智能自動化不斷演變的見解。
第三部分：AI與社會，通過有關倫理考量、經濟增長、環境參與和危害管理的章節，檢視AI對社會的影響，提供對AI在塑造社會中角色的全面視角。
第四部分：博士生研討會，通過尖端研究展示AI的未來，涵蓋法律和倫理維度、隱私考量以及計算效率解決方案，提供對下一代AI進步的瞥見。
本書面向多元的讀者群——從行業領袖到學生——整合了知名專業人士的專業知識，作為導航不斷演變的AI領域的綜合資源。對於那些希望保持在AI發展前沿的人來說，這是一本必備的參考書。
作者簡介
Mina Farmanbar holds the position of Associate Professor in Computer Science at the University of Stavanger (UiS), Norway. She has been an active researcher at UiS and Akershus University Hospital since 2017. Notably, she is recognized among Norway's top 100 women in the AI field, a testament to her impactful contributions and is currently a deputy leader of the Applied Intelligence and Emerging Technologies (AIxTech) research group, at the University of Stavanger. She has been a program committee member of NORA - Norwegian Artificial Intelligence Research Consortium since 2021. Her research interests span a wide range of topics within the field, including but not limited to data science, natural language processing, and machine learning applications.
Maria P. Tzamtzi is Professor of Automatic Control Systems, at the Department of Digital Industry Technologies of the National and Kapodistrian University of Athens (NKUA), in Greece. She is currently the vice-head of the Department and a member of the Robotics, Automatic Control and Cyber-Physical Systems Laboratory of NKUA. Dr. Tzamtzi has more than twenty years of teaching, at undergraduate and graduate level, as well as research experience in the areas of automatic control and robotics. She has authored several scientific publications in nonlinear control, industrial control, robot control and supervisory control.
Ajit Kumar Verma is a Professor at the Western Norway University of Applied Sciences, Haugesund, Norway, since March 2012 and he was a Professor/Senior (HAG) scale Professor with the Reliability Engineering/ Department of Electrical Engineering at IIT Bombay for around 15 years with a research focus in reliability, risk & safety engineering and computational intelligence applications He has been associated with various Springer projects as an author/editor of books, series editor of many book series, patron/editor-in-chief of journals, guest edited over 12 special issues of various journals and has been on the editorial board of several journals.
Antorweep Chakravorty is a Professor in Computer Science at the University of Stavanger, Norway, presents a comprehensive research portfolio spanning diverse domains, including computer science, data science, artificial intelligence, data privacy, and blockchain. His impactful contributions extend across crucial sectors such as society, energy, healthcare, and oil & gas. With a rich history of over 60 high-impact publications and a track record of successfully securing external funding for research projects, Dr. Chakravorty's work is characterized by its originality, significance, and progressive influence in the field. Beyond his scholarly achievements, he places a strong emphasis on fostering networking and collaboration, both nationally and internationally.
作者簡介(中文翻譯)
Mina Farmanbar 擔任挪威斯塔萬格大學 (UiS) 計算機科學副教授。自 2017 年以來，她一直是 UiS 和阿克什胡斯大學醫院的活躍研究者。值得注意的是，她被認為是挪威 AI 領域的前 100 位女性之一，這證明了她的影響力貢獻，目前她是斯塔萬格大學應用智能與新興技術 (AIxTech) 研究小組的副組長。自 2021 年以來，她一直是 NORA - 挪威人工智能研究聯盟的程序委員會成員。她的研究興趣涵蓋該領域的廣泛主題，包括但不限於數據科學、自然語言處理和機器學習應用。
Maria P. Tzamtzi 是希臘雅典國立暨卡波迪斯特里亞大學 (NKUA) 數位產業技術系的自動控制系統教授。她目前是該系的副主任，並且是 NKUA 機器人、自動控制和網路物理系統實驗室的成員。Tzamtzi 博士在本科和研究生層級的教學經驗超過二十年，並在自動控制和機器人領域擁有研究經驗。她在非線性控制、工業控制、機器人控制和監督控制方面發表了多篇科學論文。
Ajit Kumar Verma 自 2012 年 3 月以來擔任挪威西部應用科學大學的教授，並在孟買印度理工學院 (IIT Bombay) 的可靠性工程/電氣工程系擔任教授/高級 (HAG) 職位約 15 年，研究重點為可靠性、風險與安全工程及計算智能應用。他曾作為作者/編輯參與多個 Springer 項目，擔任多個書籍系列的系列編輯，並擔任期刊的贊助人/主編，客座編輯超過 12 本期刊的特刊，並在多個期刊的編輯委員會中任職。
Antorweep Chakravorty 是挪威斯塔萬格大學的計算機科學教授，擁有涵蓋計算機科學、數據科學、人工智能、數據隱私和區塊鏈等多個領域的綜合研究作品。他的影響力貢獻延伸至社會、能源、醫療保健以及石油和天然氣等重要領域。Chakravorty 博士擁有超過 60 篇高影響力的出版物，並成功獲得外部資金支持研究項目，他的工作以其原創性、重要性和在該領域的進步影響力而著稱。除了學術成就外，他還強調促進國內外的網絡和合作。
