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Titlebook: Redescription Mining; Esther Galbrun,Pauli Miettinen Book 2017 The Author(s) 2017 Redescription mining.Alternative characterizations.Data

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发表于 2025-3-21 19:52:22 | 显示全部楼层 |阅读模式
书目名称Redescription Mining
编辑Esther Galbrun,Pauli Miettinen
视频video
丛书名称SpringerBriefs in Computer Science
图书封面Titlebook: Redescription Mining;  Esther Galbrun,Pauli Miettinen Book 2017 The Author(s) 2017 Redescription mining.Alternative characterizations.Data
描述.This book provides a gentle introduction to redescription mining, a versatile data mining tool that is useful to find distinct common characterizations of the same objects and, vice versa, to identify sets of objects that admit multiple shared descriptions. It is intended for readers who are familiar with basic data analysis techniques such as clustering, frequent itemset mining, and classification. Redescription mining is defined in a general way, making it applicable to different types of data. The general framework is made more concrete through many practical examples that show the versatility of redescription mining. The book also introduces the main algorithmic ideas for mining redescriptions, together with applications from various domains. The final part of the book contains variations and extensions of the basic redescription mining problem, and discusses some future directions and open questions. .
出版日期Book 2017
关键词Redescription mining; Alternative characterizations; Data mining; Multi-view data analysis; Interpretabl
版次1
doihttps://doi.org/10.1007/978-3-319-72889-6
isbn_softcover978-3-319-72888-9
isbn_ebook978-3-319-72889-6Series ISSN 2191-5768 Series E-ISSN 2191-5776
issn_series 2191-5768
copyrightThe Author(s) 2017
The information of publication is updating

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Esther Galbrun,Pauli Miettinenuld be noted that most of the suggestions for integrating concepts of fairness or developing an integrative approach are based on integrating components of organizational justice. Therefore, a significant portion of this review will be devoted to examining the literature that has applied the integra
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Redescription Mining978-3-319-72889-6Series ISSN 2191-5768 Series E-ISSN 2191-5776
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2191-5768 various domains. The final part of the book contains variations and extensions of the basic redescription mining problem, and discusses some future directions and open questions. .978-3-319-72888-9978-3-319-72889-6Series ISSN 2191-5768 Series E-ISSN 2191-5776
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ration of cases that include two or three of the fairness components advanced in this book, and as well as in a few other studies. The review covers the relationship between a given component of fairness and the other com-ponent(s) advanced in this book. In some examples, the relationships that invo
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Esther Galbrun,Pauli Miettinendirect or indirect (active or passive) engagement in tactics of influence and power struggles, with the aim of securing or maximizing personal interests or, alternatively, avoiding negative outcomes, within the organization (Ferris, Adams, Kolodinsky, Hochwarter, & Ammeter, 2002; Vigoda-Gadot & Talm
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