Artificial Intelligence in Prescriptive Analytics: Innovations in Decision Analysis, Intelligent Optimization, and Data-Driven Decisions
暫譯: 人工智慧在規範性分析中的應用:決策分析、智能優化與數據驅動決策的創新
Pedrycz, Witold, Rivera, Gilberto, Fernández, Eduardo
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商品描述
Considering the advances of the different approaches and applications in the last years, and even in the last months, this is a particular moment in history to transform every data-driven decision-making process with the power of Artificial Intelligence (AI). This book reveals, through concrete case studies and original application ideas, how cutting-edge AI techniques are revolutionizing industries such as finance, health care, and manufacturing. It invites us to discover how machine learning, decision analysis, and intelligent optimization are changing, directly or indirectly, almost all aspects of our daily lives. This comprehensive book offers practical insights and real-world applications for professionals, researchers, and students alike. It helps to learn how to apply AI for smarter, data-driven decisions in areas like supply chain management, risk assessment, and even personalized medicine. Be inspired by the chapters of this book and unlock the full potential of AI in your field!
商品描述(中文翻譯)
考慮到近年來,甚至是近幾個月不同方法和應用的進展,這是一個特別的歷史時刻,可以利用人工智慧(Artificial Intelligence, AI)的力量來轉變每一個以數據為驅動的決策過程。本書通過具體的案例研究和原創的應用想法,揭示了尖端的AI技術如何徹底改變金融、醫療保健和製造等行業。它邀請我們探索機器學習、決策分析和智能優化如何直接或間接地改變我們日常生活的幾乎所有方面。本書提供了實用的見解和現實世界的應用,適合專業人士、研究人員和學生。它幫助讀者學習如何在供應鏈管理、風險評估甚至個性化醫療等領域應用AI,以做出更智能的數據驅動決策。從本書的各章中獲得靈感,釋放AI在您領域中的全部潛力!