Adaptive stream mining: pattern learning and mining from evolving data streams
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Amsterdam
IOS Press
©2010
|
| Series: | Frontiers in artificial intelligence and applications
v. 207 |
| Subjects: | |
| Online Access: | FAW01 FAW02 Volltext |
| Item Description: | Includes bibliographical references (pages 199-212) Title page; Contents; Introduction and Preliminaries; Introduction; Preliminaries; Evolving Data Stream Learning; Mining Evolving Data Streams; Adaptive Sliding Windows; Decision Trees; Ensemble Methods; Closed Frequent Tree Mining; Mining Frequent Closed Rooted Trees; Mining Implications from Lattices of Closed Trees; Evolving Tree Data Stream Mining; Mining Adaptively Frequent Closed Rooted Trees; Adaptive XML Tree Classification; Bibliography Contributes to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. This book introduces contributions on several different aspects of the problem, identifying research opportunities and increasing the scope for applications |
| Physical Description: | 1 Online-Ressource (xii, 212 pages) |
| ISBN: | 1607504723 9781607504726 |
Staff View
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| isbn | 1607504723 9781607504726 |
| language | English |
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| series2 | Frontiers in artificial intelligence and applications |
| spelling | Bifet, Albert Verfasser aut Adaptive stream mining pattern learning and mining from evolving data streams Albert Bifet Amsterdam IOS Press ©2010 1 Online-Ressource (xii, 212 pages) txt rdacontent c rdamedia cr rdacarrier Frontiers in artificial intelligence and applications v. 207 Includes bibliographical references (pages 199-212) Title page; Contents; Introduction and Preliminaries; Introduction; Preliminaries; Evolving Data Stream Learning; Mining Evolving Data Streams; Adaptive Sliding Windows; Decision Trees; Ensemble Methods; Closed Frequent Tree Mining; Mining Frequent Closed Rooted Trees; Mining Implications from Lattices of Closed Trees; Evolving Tree Data Stream Mining; Mining Adaptively Frequent Closed Rooted Trees; Adaptive XML Tree Classification; Bibliography Contributes to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. This book introduces contributions on several different aspects of the problem, identifying research opportunities and increasing the scope for applications COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Data mining Datenstrom (DE-588)4410055-3 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Datenstrom (DE-588)4410055-3 s Data Mining (DE-588)4428654-5 s 1\p DE-604 Erscheint auch als Druckausgabe 1-60750-090-6 Erscheint auch als Druckausgabe 978-1-60750-090-2 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=315809 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Bifet, Albert Adaptive stream mining pattern learning and mining from evolving data streams COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Data mining Datenstrom (DE-588)4410055-3 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4410055-3 (DE-588)4428654-5 |
| title | Adaptive stream mining pattern learning and mining from evolving data streams |
| title_auth | Adaptive stream mining pattern learning and mining from evolving data streams |
| title_exact_search | Adaptive stream mining pattern learning and mining from evolving data streams |
| title_full | Adaptive stream mining pattern learning and mining from evolving data streams Albert Bifet |
| title_fullStr | Adaptive stream mining pattern learning and mining from evolving data streams Albert Bifet |
| title_full_unstemmed | Adaptive stream mining pattern learning and mining from evolving data streams Albert Bifet |
| title_short | Adaptive stream mining |
| title_sort | adaptive stream mining pattern learning and mining from evolving data streams |
| title_sub | pattern learning and mining from evolving data streams |
| topic | COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Data mining Datenstrom (DE-588)4410055-3 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | COMPUTERS / Database Management / Data Mining Data mining Datenstrom Data Mining |
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