书目名称 | Incomplete Information: Structure, Inference, Complexity | 编辑 | Stéphane P. Demri,Ewa S. Orłowska | 视频video | | 概述 | First monograph devoted to a theory of information systems with incomplete information inspired by the concept of rough set..Includes supplementary material: | 丛书名称 | Monographs in Theoretical Computer Science. An EATCS Series | 图书封面 |  | 描述 | The construction of any broadly understood theory of information or infor mation processing system involves two major methodological processes: (1) abstraction and analysis, (2) reasoning and computing. This monograph is a realisation of these two processes in relation to the study of incompleteness of information. The paradigm we are working with is inspired by a rough-set approach to data analysis: the formalisms we develop enable the use of a non invasive data representation. This means that the only information which is and must be used in the process of analysis is the actual information that is to be analysed; we do not require any additional sources of information. An abstraction is formed in the process of conception, design, and develop ment of structures. Then analysis leads to a selection of a class of structures. In this book we delineate a class of informational structures that enable us to represent both numerical and non-numerical information and we analyse var ious manifestations of its incompleteness. We discuss several general types of incompleteness of information which are grounded in a rough-set-style view of imprecision and uncertainty. Manifestations of t | 出版日期 | Book 2002 | 关键词 | complexity; data analysis; deduction; incomplete information; information system; knowledge; rough set; alg | 版次 | 1 | doi | https://doi.org/10.1007/978-3-662-04997-6 | isbn_softcover | 978-3-642-07540-7 | isbn_ebook | 978-3-662-04997-6Series ISSN 1431-2654 Series E-ISSN 2193-2069 | issn_series | 1431-2654 | copyright | Springer-Verlag Berlin Heidelberg 2002 |
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