A Compendium of Responsible Artificial Intelligence
暫譯: 負責任人工智慧彙編
Kumar Jain, Deepak, Bhatele, Kirti Raj, Garg, Deepak
相關主題
商品描述
Taking a broad, multidisciplinary approach to the ethical, legal, and practical dimensions of developing AI, the book puts key issues such as bias, transparency, accountability, and privacy at center stage. From computer science through law and ethics into policy, it lays down the roadmap on which developers, data scientists, and policymakers could bring AI technologies properly attuned to societal values. This book can be read as a resource for those who want to be able to guide the development and deployment of responsibly controlled AI systems.
商品描述(中文翻譯)
本書採取廣泛的多學科方法，探討開發人工智慧（AI）的倫理、法律和實務層面，將偏見、透明度、問責制和隱私等關鍵議題置於核心位置。從計算機科學到法律和倫理，再到政策，本書為開發者、數據科學家和政策制定者提供了一條能夠使人工智慧技術與社會價值觀相符的路線圖。本書可作為希望能夠指導負責任地控制人工智慧系統的開發和部署的讀者的資源。
作者簡介
Deepak Kumar Jain is an Associate Professor at the Dalian University of Technology, Dalian, China. He holds Postdoctoral degree in Computer Vision from ARMTEC Tecnologia em Robótica, a PhD in Pattern Recognition and Intelligent System from the University of Chinese Academy of Sciences. He has developed a novel Iris recognition algorithm for the Aadhar Card (an identity card) system (in India) and explored new methods and applications of Deep Reinforcement Learning. He has published numerous publications in SCI/SCIE/Web of science indexed journal.
Kirti Raj Bhatele is an Assistant Professor in the Department of CSE in RJIT, Border Security Force Academy, Tekanpur, Gwalior, India. He has 10 years of teaching and research experience, and has published many research papers in high impact factor peer reviewed journals/conferences. He has received three government research fellowships from the Madhya Pradesh Council of Science and Technology, Bhopal, India. His research interest lies in Image Processing, Medical Image Processing, Machine learning and Cyber security etc.
Deepak Garg is PhD in Computer Science with specialization in Efficient Algorithm Design. With 25 years of experience, he has worked as Professor and Dean, School of Computer Science at Thapar Institute of Engineering and Technology, Patiala and Bennett University, Greater Noida. He is Distinguished Professor in Artificial Intelligence and known as one of the top voices in the country on AI. He is leading the largest Development, Skilling and Research initiative in AI in India with more than 1000 institutional collaborators.
Gaurav Dhiman holds a PhD in Computer Engineering from Thapar Institute of Engineering & Technology, Patiala, and has also completed a Master's Degree in Computer Applications from the same institute. He is an Assistant Professor in the School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala. His research has been recognized at the highest level, as he has been named one of the world's top researchers by Clarivate Analytics as world's top 1% and by Stanford University, USA list of world's top 2% scientists.
作者簡介(中文翻譯)
Deepak Kumar Jain 是中國大連理工大學的副教授。他擁有來自 ARMTEC Tecnologia em Robótica 的計算機視覺博士後學位，以及來自中國科學院的模式識別與智能系統博士學位。他為印度的 Aadhar Card（身份證）系統開發了一種新穎的虹膜識別算法，並探索了深度強化學習的新方法和應用。他在 SCI/SCIE/Web of Science 索引期刊上發表了多篇論文。
Kirti Raj Bhatele 是印度 Gwalior 的邊防部隊學院 RJIT 計算機科學與工程系的助理教授。他擁有 10 年的教學和研究經驗，並在高影響因子的同行評審期刊/會議上發表了許多研究論文。他曾獲得印度博帕爾的中央邦科學技術委員會頒發的三項政府研究獎學金。他的研究興趣包括圖像處理、醫學圖像處理、機器學習和網絡安全等。
Deepak Garg 擁有計算機科學博士學位，專攻高效算法設計。擁有 25 年的經驗，他曾擔任帕提亞拉的 Thapar 工程技術學院和大諾伊達的 Bennett 大學計算機科學學院的教授及院長。他是人工智能的傑出教授，被認為是該國在 AI 領域的頂尖聲音之一。他正在領導印度最大的人工智能發展、技能培訓和研究計劃，與超過 1000 家機構合作。
Gaurav Dhiman 擁有來自 Thapar 工程技術學院的計算機工程博士學位，並在同一學院完成了計算機應用碩士學位。他是帕提亞拉的 Jagat Guru Nanak Dev 旁遮普州開放大學科學與新興技術學院的助理教授。他的研究在最高層面上得到了認可，曾被 Clarivate Analytics 評選為全球前 1% 的頂尖研究人員，並被美國史丹佛大學列為全球前 2% 科學家名單。
