Cargando…
Adaptive stream mining : pattern learning and mining from evolving data streams /
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.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam ; Washington, DC :
IOS Press,
©2010.
|
| Colección: | Frontiers in artificial intelligence and applications ;
v. 207. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000Ia 4500 | ||
|---|---|---|---|
| 001 | EBSCO_ocn591152283 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr mn||||||||| | ||
| 008 | 100401s2010 ne a ob 000 0 eng d | ||
| 010 | |a 2009942750 | ||
| 040 | |a IOSPR |b eng |e pn |c IOSPR |d EBLCP |d N$T |d YDXCP |d OSU |d IDEBK |d E7B |d CDX |d OCLCQ |d MHW |d OCLCQ |d DEBSZ |d OCLCQ |d OCLCF |d OCLCQ |d AZK |d LOA |d JBG |d AGLDB |d Z5A |d MOR |d PIFAG |d ZCU |d OTZ |d OCLCQ |d MERUC |d OCLCQ |d U3W |d STF |d WRM |d VTS |d NRAMU |d ICG |d INT |d VT2 |d OCLCQ |d WYU |d OCLCQ |d DKC |d OCLCQ |d M8D |d OCLCQ |d UKCRE |d INARC |d AJS |d OCLCO |d OCLCQ |d OCLCO | ||
| 019 | |a 621021739 |a 647899354 |a 702844088 |a 744953046 |a 764534438 |a 816403666 |a 961578178 |a 962560312 |a 966253842 |a 988412162 |a 992116655 |a 994972354 |a 1037903660 |a 1038666388 |a 1045541401 |a 1055355882 |a 1063962051 |a 1081185509 |a 1153054660 |a 1164835039 | ||
| 020 | |a 9781607504726 |q (online) | ||
| 020 | |a 1607504723 |q (online) | ||
| 020 | |a 128260080X | ||
| 020 | |a 9781282600805 | ||
| 020 | |z 9781607500902 |q (print) | ||
| 020 | |z 1607500906 |q (print) | ||
| 024 | 8 | |a 9786612600807 | |
| 029 | 1 | |a AU@ |b 000046687215 | |
| 029 | 1 | |a AU@ |b 000051428393 | |
| 029 | 1 | |a CHNEW |b 000605917 | |
| 029 | 1 | |a DEBBG |b BV043116438 | |
| 029 | 1 | |a DEBBG |b BV044142843 | |
| 029 | 1 | |a DEBSZ |b 372702481 | |
| 029 | 1 | |a DEBSZ |b 421880619 | |
| 029 | 1 | |a DEBSZ |b 430837518 | |
| 029 | 1 | |a NZ1 |b 13863965 | |
| 035 | |a (OCoLC)591152283 |z (OCoLC)621021739 |z (OCoLC)647899354 |z (OCoLC)702844088 |z (OCoLC)744953046 |z (OCoLC)764534438 |z (OCoLC)816403666 |z (OCoLC)961578178 |z (OCoLC)962560312 |z (OCoLC)966253842 |z (OCoLC)988412162 |z (OCoLC)992116655 |z (OCoLC)994972354 |z (OCoLC)1037903660 |z (OCoLC)1038666388 |z (OCoLC)1045541401 |z (OCoLC)1055355882 |z (OCoLC)1063962051 |z (OCoLC)1081185509 |z (OCoLC)1153054660 |z (OCoLC)1164835039 | ||
| 037 | |a 978-1-60750-472-6 |b IOS Press |n http://www.iospress.nl | ||
| 050 | 4 | |a QA76.9.D343 |b B544 2010 | |
| 072 | 7 | |a COM |x COM004000 |2 bisacsh | |
| 072 | 7 | |a K |2 bicssc | |
| 082 | 0 | 4 | |a 006.3/12 |2 22 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Bifet, Albert. | |
| 245 | 1 | 0 | |a Adaptive stream mining : |b pattern learning and mining from evolving data streams / |c Albert Bifet. |
| 260 | |a Amsterdam ; |a Washington, DC : |b IOS Press, |c ©2010. | ||
| 300 | |a 1 online resource (xii, 212 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file |2 rda | ||
| 490 | 1 | |a Frontiers in artificial intelligence and applications ; |v v. 207 | |
| 504 | |a Includes bibliographical references (pages 199-212). | ||
| 505 | 0 | |a 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. | |
| 520 | |a 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. | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Data mining. | |
| 650 | 2 | |a Data Mining | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 7 | |a COMPUTERS |x Database Management |x Data Mining. |2 bisacsh | |
| 650 | 7 | |a Data mining |2 fast | |
| 776 | 0 | 8 | |i Print version: |a Bifet, Albert. |t Adaptive stream mining. |d Amsterdam ; Washington, D.C. : IOS Press, ©2010 |z 9781607500902 |w (DLC) 2009942750 |w (OCoLC)567148813 |
| 830 | 0 | |a Frontiers in artificial intelligence and applications ; |v v. 207. | |
| 856 | 4 | 0 | |u https://ebsco.uam.elogim.com/login.aspx?direct=true&scope=site&db=nlebk&AN=315809 |z Texto completo |
| 938 | |a Coutts Information Services |b COUT |n 13613573 |c 110.00 EUR | ||
| 938 | |a EBL - Ebook Library |b EBLB |n EBL501453 | ||
| 938 | |a ebrary |b EBRY |n ebr10375704 | ||
| 938 | |a EBSCOhost |b EBSC |n 315809 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n 260080 | ||
| 938 | |a YBP Library Services |b YANK |n 3206127 | ||
| 938 | |a Internet Archive |b INAR |n adaptivestreammi0000bife | ||
| 994 | |a 92 |b IZTAP | ||