| 书目名称 | Swarm Intelligence in Data Mining |
| 编辑 | Ajith Abraham,Crina Grosan,Vitorino Ramos |
| 视频video | |
| 概述 | Reports recent research results on Swarm Intelligence in Data Mining.Includes supplementary material: |
| 丛书名称 | Studies in Computational Intelligence |
| 图书封面 |  |
| 描述 | .Swarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates. Data Mining is an analytic process designed to explore large amounts of data in search of consistent patterns and/or systematic relationships between variables, and then to validate the findings by applying the detected patterns to new subsets of data. ...This book deals with the application of swarm intelligence in data mining. Addressing the various issues of swarm intelligence and data mining using different intelligent approaches is the novelty of this edited volume. This volume comprises of 11 chapters including an introductory chapter giving the fundamental definitions and some important research challenges. ...Important features include the detailed overview of the various swarm intelligence and data mining paradigms, excellent coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and chapters authored by pioneers in the field. Academics, scientists as well as engineers engaged in researc |
| 出版日期 | Book 2006 |
| 关键词 | Computer; Computer-Aided Design (CAD); Data Mining; Fuzzy; Swarm Intelligence; algorithm; algorithms; cogni |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-540-34956-3 |
| isbn_softcover | 978-3-642-07117-1 |
| isbn_ebook | 978-3-540-34956-3Series ISSN 1860-949X Series E-ISSN 1860-9503 |
| issn_series | 1860-949X |
| copyright | Springer-Verlag Berlin Heidelberg 2006 |
发表于 2025-3-21 17:31:52
