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· 제목 : The Geometry of Uncertainty: The Geometry of Imprecise Probabilities (Hardcover, 2021) 
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9783030631529
· 쪽수 : 850쪽
· 출판일 : 2020-12-18
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9783030631529
· 쪽수 : 850쪽
· 출판일 : 2020-12-18
목차
Introduction.- Part I: Theories of Uncertainty.- Belief Functions.- Understanding Belief Functions.- Reasoning with Belief Functions.- A Toolbox for the Working Scientist.- The Bigger Picture.- Part II: The Geometry of Uncertainty.- The Geometry of Belief Functions.- Geometry of Dempster's Rule.- Three Equivalent Models.- The Geometry of Possibility.- Part III: Geometry Interplays.- Probability Transforms: The Affine Family.- Probability Transforms: The Epistemic Family.- Consonant Approximation.- Consistent Approximation.- Part IV: Geometric Reasoning.- Geometric Conditioning.- Decision Making with Epistemic Transforms.- Part V The Future of Uncertainty.- An Agenda for the Future.- References.
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