| 书目名称 | Formal Methods for Mining Structured Objects |
| 编辑 | Gemma C Garriga |
| 视频video | |
| 概述 | Recent research on Mining Structured Objects.State-of-the art of Formal Methods for Mining Structured Objects.Written by a leading expert in the field |
| 丛书名称 | Studies in Computational Intelligence |
| 图书封面 |  |
| 描述 | .In the field of knowledge discovery, graphs of concepts are an expressive and versatile modeling technique providing ways to reason about information implicit in a set of data. Interesting examples of this can be found under the mathematical theory of formal concept analysis, dedicated to the construction of a lattice of concepts by defining a Galois connection on a binary relationship. This book present such graph of concepts under the more complex case of data that comes in a set of structured objects; e.g. a set of sequences, trees or graphs. Nodes of this graph will represent patterns in the data and edges will correspond to relationships of specificity. From this combinatorial object results are derived such as a full characterization of logical implications and closed partial orders. The results presented in this book are coupled with examples and empirical experiments that illustrate the derived theoretical contributions.. |
| 出版日期 | Book 2013 |
| 关键词 | Computational Intelligence; Formal Methods; Mining Structured Objects |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-642-36681-9 |
| isbn_softcover | 978-3-642-43063-3 |
| isbn_ebook | 978-3-642-36681-9Series ISSN 1860-949X Series E-ISSN 1860-9503 |
| issn_series | 1860-949X |
| copyright | Springe -Verlag Berlin Heidelberg 2013 |
发表于 2025-3-21 16:16:42
