Incomplete Information

Structure, Inference, Complexity

By: Stephane P. Demri, Ewa Orlowska

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Hardcover | 3 July 2002

At a Glance

Hardcover
434 Pages

Dimensions(cm)
24.77 x 16.51 x 1.91

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$249.00

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This monograph presents a systematic, exhaustive and up-to-date overview of formal methods and theories for data analysis and inference inspired by the concept of rough set. Throughout, Demri studies structures with incomplete information from the logical, algebraic and computational perspective. The formalisms developed are non-invasive in that only the actual information that is needed in the process of analysis without external sources of information being required. The book is self-contained to a large degree, providing detailed derivations of most of the technical results, and is intended for researchers, lecturers and graduate students.

Industry Reviews

From the reviews of the first edition:

"This monograph presents a systematic, exhaustive and up to date overview of formal methods and theories related to data analysis and inference using the concept of rough sets. ... In a nutshell, it is an interesting book for researchers and scientists in the area of information structure." (Prabhat Kumar Mahanti, Zentralblatt MATH, Vol. 1016, 2003)

"The present monograph gives a systematic presentation of the theory related to the ... relation-based knowledge representation and the underlying logics and algebras. ... The structure of this book is clear. ... The book is written to be self-contained ... . The references section of this book is excellent ... . The book can be recommended to researchers and graduate students interested in rough-set-style reasoning and knowledge representation. Also for lecturers this provides a great source ... ." (Jouni Jaervinen, Studia Logica, Vol. 89 (3), 2006)

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Preface
Mathematical Prerequisites
Structures with Incomplete Information
Structures of Information
Information Relations Derived from Information Systems
Information Operators Derived from Information Systems
Introduction to Information Logics
Towards Information Logics
Techniques for Information Logics
Proof Systems for Information Logics
Reasoning About Similarity
Reasoning About Indiscernibility
Reasoning About Knowledge
Computational Aspects of Information Logics
Information Logics Versus Standard Modal Logics
Decidability of Information Logics
Complexity of Information Logics
Representability and Duality
Informational Representability
Informational Interpretation of Standard Algebraic Structures
Information Algebras
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

Incomplete Information

Structure, Inference, Complexity

At a Glance

Hardcover

Industry Reviews

Shipping

How to return your order

Defective items

You Can Find This Book In

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