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Statistical Relational Artificial Intelligence logic, probability, and computation / [electronic resource] :
- 作者： Raedt, Luc de, 1964-
- 其他作者：
- 其他題名：
- Synthesis lectures on artificial intelligence and machine learning ;
- 出版： [San Rafael, CA] : Morgan & Claypool Publishers
- 版本：1st ed.
- 叢書名： Synthesis lectures on artificial intelligence and machine learning ;32
- 主題： Artificial intelligence--Computer simulation. , Logic--Computer simulation.
- ISBN： 1627058427 、 9781627058421 (electronic bk.)
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FIND@SFXID:
CGU
- 資料類型: 電子書
- 內容註: Includes bibliographical references and index. Statistical relational artificial intelligence: logic, probability, and computation -- Abstract -- Contents -- Preface -- 1 Motivation -- Part I Representations -- 2 Statistical and Relational AI Representations -- 3 Relational Probabilistic Representations -- 4 Representational Issues -- Part II Inference -- 5 Inference in Propositional Models -- 6 Inference in Relational Probabilistic Models -- Part III Learning -- 7 Learning Probabilistic and Logical Models -- 8 Learning Probabilistic Relational Models -- Part IV Beyond Probabilities -- 9 Beyond Basic Probabilistic Inference and Learning -- 10 Conclusions -- Bibliography -- Authors' Biographies -- Index.
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讀者標籤：
- 系統號： 005407166 | 機讀編目格式
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