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Seiki Akama, Yasuo Kudo, Tetsuya Murai (Beteiligte)

Reasoning with Rough Sets


Logical Approaches to Granularity-Based Framework
Softcover reprint of the original 1st ed. 2018. 2019. x, 201 S. 5 SW-Abb., 7 Farbabb. 235 mm
Verlag/Jahr: SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING 2019
ISBN: 3-319-89195-2 (3319891952)
Neue ISBN: 978-3-319-89195-8 (9783319891958)

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This book explores reasoning with rough sets by developing a granularity-based framework. It begins with a brief description of the rough set theory, then examines selected relations between rough set theory and non-classical logics including modal logic. In addition, it develops a granularity-based framework for reasoning in which various types of reasoning can be formalized. The book will be of interest to all researchers whose work involves Artificial Intelligence, databases and/or logic.
Introduction.- Rough Set Theory.- Non-Classical Logics.- Logical Characterizations of Rough Sets.- A Granularity-based Framework of Reasoning.- Conclusions.