Abductive reasoning and learning
著者
書誌事項
Abductive reasoning and learning
（Handbook of defeasible reasoning and uncertainty management systems, v. 4）
Kluwer Academic, c2000
- タイトル別名
-
Abductive reasoning and uncertainty management systems
大学図書館所蔵 件 / 全11件
-
該当する所蔵館はありません
- すべての絞り込み条件を解除する
注記
Includes bibliographical references and index
内容説明・目次
内容説明
This book contains leading survey papers on the various aspects of Abduction, both logical and numerical approaches. Abduction is central to all areas of applied reasoning, including artificial intelligence, philosophy of science, machine learning, data mining and decision theory, as well as logic itself.
目次
- On the Relation between Abduction and Inductive Learning
- P.A. Flach, A.C. Kakas. Part I: Logical Approaches. AI Approaches to Abduction
- G. Paul. Abduction in Labelled Deductive Systems
- D.M. Gabbay. Logical Characterisations of Inductive Learning
- P.A. Flach. Abduction in Machine Learning
- F. Bergadano, V. Cutello, D. Gunetti. Part II: Numerical Approaches. An Overview of Ordinal and Numerical Approaches to Causal Diagnostic Problem Solving
- D. Dubois, H. Prade. Abductive Inference with Probabilistic Networks
- C. Borgelt, R. Kruse. Learning from Data: Possibilistic Graphical Models
- J. Gebhardt. Independence in Uncertainty Theories and its Applications to Learning Belief Networks
- L.M. de Campos, J.F. Huete, S. Moral. Index.
「Nielsen BookData」 より