Subjective Logic by Audun Jsang
This is the first comprehensive treatment of subjective logic and all its operations. The author developed the approach, and in this book he first explains subjective opinions, opinion representation, and decision-making under vagueness and uncertainty, and he then offers a full definition of subjective logic, harmonising the key notations and formalisms, concluding with chapters on trust networks and subjective Bayesian networks, which when combined form general subjective networks. The author shows how real-world situations can be realistically modelled with regard to how situations are perceived, with conclusions that more correctly reflect the ignorance and uncertainties that result from partially uncertain input arguments.
The book will help researchers and practitioners to advance, improve and apply subjective logic to build powerful artificial reasoning models and tools for solving real-world problems. A good grounding in discrete mathematics is a prerequisite.
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Towards a Code of Ethics for Artificial Intelligence
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AI Ethics
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Machine Learning Safety
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Responsible Artificial Intelligence
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Non-prioritized Belief Change
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Large Language Models
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Multi-Modal Robotic Intelligence
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Foundation Models for Natural Language Processing
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Heterogeneous Graph Representation Learning and Applications
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Coordination of Complex Sociotechnical Systems
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Feature Selection for High-Dimensional Data
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Hybrid Metaheuristics
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Decision Diagrams for Optimization
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The Geometry of Uncertainty
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Neural Text-to-Speech Synthesis
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Bridging Constraint Satisfaction and Boolean Satisfiability
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Hypergraph Computation
| SKU | Unavailable |
| ISBN 13 | 9783319825557 |
| ISBN 10 | 3319825550 |
| Title | Subjective Logic |
| Author | Audun Jsang |
| Series | Artificial Intelligence: Foundations Theory And Algorithms |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Springer International Publishing AG |
| Year published | 2018-06-23 |
| Number of pages | 337 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |