Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns

Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns

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This article proposes knowledge-based short-time prediction methods for multivariate streaming time series, relying on the early recognition of local patterns. A parametric, well-interpretable model for such patterns is presented, along with an online, classification-based recognition procedure. Sub...

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Bibliographic Details
Main Author: Herbst, Gernot
Other Authors: Bocklisch, Steffen F.
Language:English
Published: Technische Universität Chemnitz 2010
Subjects:
info:eu-repo/classification/ddc/620
ddc:620
Fuzzy-Logik
Klassifikation
Multivariate Daten
Mustererkennung
Zeitreihenanalyse
Online Access:http://nbn-resolving.de/urn:nbn:de:bsz:ch1-201001012
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http://nbn-resolving.de/urn:nbn:de:bsz:ch1-201001012
https://monarch.qucosa.de/id/qucosa%3A19351
https://monarch.qucosa.de/api/qucosa%3A19351/attachment/ATT-0/
https://monarch.qucosa.de/api/qucosa%3A19351/attachment/ATT-1/

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