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The geometry of uncertainty : the geometry of imprecise probabilities / / Fabio Cuzzolin
| The geometry of uncertainty : the geometry of imprecise probabilities / / Fabio Cuzzolin |
| Autore | Cuzzolin Fabio |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (XXV, 850 p. 140 illus., 100 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Artificial Intelligence: Foundations, Theory, and Algorithms |
| Soggetto topico |
Uncertainty (Information theory)
Artificial intelligence |
| ISBN | 3-030-63153-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNINA-9910484537503321 |
Cuzzolin Fabio
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| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The geometry of uncertainty : the geometry of imprecise probabilities / / Fabio Cuzzolin
| The geometry of uncertainty : the geometry of imprecise probabilities / / Fabio Cuzzolin |
| Autore | Cuzzolin Fabio |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (XXV, 850 p. 140 illus., 100 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Artificial Intelligence: Foundations, Theory, and Algorithms |
| Soggetto topico |
Uncertainty (Information theory)
Artificial intelligence |
| ISBN | 3-030-63153-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNISA-996464398303316 |
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Cuzzolin Fabio
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| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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