Matches in SemOpenAlex for { <https://semopenalex.org/work/W2099057411> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W2099057411 abstract "We present a new algorithm for time series prediction using temporal fuzzy clustering. The algorithm is based on the framework of temporal clustering that was applied successfully to analyze, segment and recognize patterns of nonstationary signals in applications such as speech recognition and biomedical signal analysis. We combine fuzzy clustering in the observation space and cluster validation in the time axis in order to generate a prediction according to the online estimation of a time varying multivariate mixture distribution function that underlies the series elements. The resulting temporal behavior of the membership matrices can also be used to extract a prediction on the future probability distribution function (PDF) of the time series. The algorithm is more feasible than common methods such as hidden Markov models (HMM) in predicting nonstationary signals with a slow drift in their PDF and is also more efficient from a computation standpoint." @default.
- W2099057411 created "2016-06-24" @default.
- W2099057411 creator A5015468413 @default.
- W2099057411 creator A5043282388 @default.
- W2099057411 date "2002-11-11" @default.
- W2099057411 modified "2023-09-24" @default.
- W2099057411 title "A new algorithm for time series prediction by temporal fuzzy clustering" @default.
- W2099057411 cites W1834446166 @default.
- W2099057411 cites W1971784203 @default.
- W2099057411 cites W2077096052 @default.
- W2099057411 cites W2094510831 @default.
- W2099057411 cites W2098659091 @default.
- W2099057411 cites W2131889351 @default.
- W2099057411 cites W2144028286 @default.
- W2099057411 doi "https://doi.org/10.1109/icpr.2000.906178" @default.
- W2099057411 hasPublicationYear "2002" @default.
- W2099057411 type Work @default.
- W2099057411 sameAs 2099057411 @default.
- W2099057411 citedByCount "8" @default.
- W2099057411 countsByYear W20990574112012 @default.
- W2099057411 countsByYear W20990574112013 @default.
- W2099057411 crossrefType "proceedings-article" @default.
- W2099057411 hasAuthorship W2099057411A5015468413 @default.
- W2099057411 hasAuthorship W2099057411A5043282388 @default.
- W2099057411 hasConcept C11413529 @default.
- W2099057411 hasConcept C119857082 @default.
- W2099057411 hasConcept C124101348 @default.
- W2099057411 hasConcept C143724316 @default.
- W2099057411 hasConcept C151406439 @default.
- W2099057411 hasConcept C151730666 @default.
- W2099057411 hasConcept C153180895 @default.
- W2099057411 hasConcept C154945302 @default.
- W2099057411 hasConcept C17212007 @default.
- W2099057411 hasConcept C23224414 @default.
- W2099057411 hasConcept C41008148 @default.
- W2099057411 hasConcept C58166 @default.
- W2099057411 hasConcept C73555534 @default.
- W2099057411 hasConcept C86803240 @default.
- W2099057411 hasConceptScore W2099057411C11413529 @default.
- W2099057411 hasConceptScore W2099057411C119857082 @default.
- W2099057411 hasConceptScore W2099057411C124101348 @default.
- W2099057411 hasConceptScore W2099057411C143724316 @default.
- W2099057411 hasConceptScore W2099057411C151406439 @default.
- W2099057411 hasConceptScore W2099057411C151730666 @default.
- W2099057411 hasConceptScore W2099057411C153180895 @default.
- W2099057411 hasConceptScore W2099057411C154945302 @default.
- W2099057411 hasConceptScore W2099057411C17212007 @default.
- W2099057411 hasConceptScore W2099057411C23224414 @default.
- W2099057411 hasConceptScore W2099057411C41008148 @default.
- W2099057411 hasConceptScore W2099057411C58166 @default.
- W2099057411 hasConceptScore W2099057411C73555534 @default.
- W2099057411 hasConceptScore W2099057411C86803240 @default.
- W2099057411 hasLocation W20990574111 @default.
- W2099057411 hasOpenAccess W2099057411 @default.
- W2099057411 hasPrimaryLocation W20990574111 @default.
- W2099057411 hasRelatedWork W1537400602 @default.
- W2099057411 hasRelatedWork W1566107402 @default.
- W2099057411 hasRelatedWork W1989330736 @default.
- W2099057411 hasRelatedWork W1994754482 @default.
- W2099057411 hasRelatedWork W2016313444 @default.
- W2099057411 hasRelatedWork W2018296043 @default.
- W2099057411 hasRelatedWork W2027294427 @default.
- W2099057411 hasRelatedWork W2047354067 @default.
- W2099057411 hasRelatedWork W2049227543 @default.
- W2099057411 hasRelatedWork W2083032577 @default.
- W2099057411 hasRelatedWork W209390595 @default.
- W2099057411 hasRelatedWork W2101980876 @default.
- W2099057411 hasRelatedWork W2111440106 @default.
- W2099057411 hasRelatedWork W2165796148 @default.
- W2099057411 hasRelatedWork W2172153733 @default.
- W2099057411 hasRelatedWork W218781606 @default.
- W2099057411 hasRelatedWork W2215930354 @default.
- W2099057411 hasRelatedWork W2343958847 @default.
- W2099057411 hasRelatedWork W2353988135 @default.
- W2099057411 hasRelatedWork W2981155090 @default.
- W2099057411 isParatext "false" @default.
- W2099057411 isRetracted "false" @default.
- W2099057411 magId "2099057411" @default.
- W2099057411 workType "article" @default.