| 书目名称 | Modelling with Words |
| 副标题 | Learning, Fusion, an |
| 编辑 | Jonathan Lawry,Jimi Shanahan,Anca Ralescu |
| 视频video | |
| 丛书名称 | Lecture Notes in Computer Science |
| 图书封面 |  |
| 描述 | .Modelling with Words is an emerging modelling methodology closely related to the paradigm of Computing with Words introduced by Lotfi Zadeh...This book is an authoritative collection of key contributions to the new concept of Modelling with Words. A wide range of issues in systems modelling and analysis is presented, extending from conceptual graphs and fuzzy quantifiers to humanist computing and self-organizing maps. Among the core issues investigated are..- balancing predictive accuracy and high level transparency in learning..- scaling linguistic algorithms to high-dimensional data problems..- integrating linguistic expert knowledge with knowledge derived from data..- identifying sound and useful inference rules..- integrating fuzzy and probabilistic uncertainty in data modelling. |
| 出版日期 | Book 2003 |
| 关键词 | algorithms; classification; data mining; data modelling; decision tree; fuzzy; genetics; knowledge; learning |
| 版次 | 1 |
| doi | https://doi.org/10.1007/b94063 |
| isbn_softcover | 978-3-540-20487-9 |
| isbn_ebook | 978-3-540-39906-3Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
| issn_series | 0302-9743 |
| copyright | Springer-Verlag Berlin Heidelberg 2003 |
发表于 2025-3-21 17:40:25
