| 书目名称 | Reverse Clustering | | 副标题 | Formulation, Interpr | | 编辑 | Jan W. Owsiński,Jarosław Stańczak,Janusz Kacprzyk | | 视频video | | | 概述 | Is devoted to Reverse Clustering, developed by the authors and applied to a series of cases based on real-life data.Belongs to the broadly understood domain of data analysis – more precisely: classifi | | 丛书名称 | Studies in Computational Intelligence | | 图书封面 |  | | 描述 | .This book presents a new perspective on and a new approach to a wide spectrum of situations, related to data analysis, actually, a kind of a new paradigm. Namely, for a given data set and its partition, whose origins may be of any kind, the authors try to reconstruct this partition on the basis of the data set given, using very broadly conceived clustering procedure. The main advantages of this new paradigm concern the substantive aspects of the particular cases considered, mainly in view of the variety of interpretations, which can be assumed in the framework of the paradigm. Due to the novel problem formulation and the flexibility in the interpretations of this problem and its components, the domains, which are encompassed (or at least affected) by the potential use of the paradigm, include cluster analysis, classification, outlier detection, feature selection, and even factor analysis as well as geometry of the data set. The book is useful for all those who look for new, nonconventional approaches to their data analysis problems.. | | 出版日期 | Book 2021 | | 关键词 | Computational Intelligence; Reverse Clustering; Cluster Analysis; Artificial Intelligence; Classificatio | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-69359-6 | | isbn_softcover | 978-3-030-69361-9 | | isbn_ebook | 978-3-030-69359-6Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 17:36:38
