FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2055433197> ?p ?o ?g. }

• W2055433197 abstract "Knowledge Discovery in time series usually requires symbolic time series. Many discretization methods that convert numeric time series to symbolic time series ignore the temporal order of values. This often leads to symbols that do not correspond to states of the process generating the time series and cannot be interpreted meaningfully. We propose a new method for meaningful unsupervised discretization of numeric time series called Persist. The algorithm is based on the Kullback-Leibler divergence between the marginal and the self-transition probability distributions of the discretization symbols. Its performance is evaluated on both artificial and real life data in comparison to the most common discretization methods. Persist achieves significantly higher accuracy than existing static methods and is robust against noise. It also outperforms Hidden Markov Models for all but very simple cases." @default.
• W2055433197 created "2016-06-24" @default.
• W2055433197 creator A5061385983 @default.
• W2055433197 creator A5078097779 @default.
• W2055433197 date "2005-08-21" @default.
• W2055433197 modified "2023-10-11" @default.
• W2055433197 title "Optimizing time series discretization for knowledge discovery" @default.
• W2055433197 cites W1485932096 @default.
• W2055433197 cites W1554137149 @default.
• W2055433197 cites W1678889691 @default.
• W2055433197 cites W1965555277 @default.
• W2055433197 cites W1989037929 @default.
• W2055433197 cites W1995003166 @default.
• W2055433197 cites W2006783944 @default.
• W2055433197 cites W2015397797 @default.
• W2055433197 cites W2066796814 @default.
• W2055433197 cites W2125838338 @default.
• W2055433197 cites W2135511047 @default.
• W2055433197 cites W2141514928 @default.
• W2055433197 cites W3004548144 @default.
• W2055433197 doi "https://doi.org/10.1145/1081870.1081953" @default.
• W2055433197 hasPublicationYear "2005" @default.
• W2055433197 type Work @default.
• W2055433197 sameAs 2055433197 @default.
• W2055433197 citedByCount "96" @default.
• W2055433197 countsByYear W20554331972012 @default.
• W2055433197 countsByYear W20554331972013 @default.
• W2055433197 countsByYear W20554331972014 @default.
• W2055433197 countsByYear W20554331972015 @default.
• W2055433197 countsByYear W20554331972016 @default.
• W2055433197 countsByYear W20554331972017 @default.
• W2055433197 countsByYear W20554331972018 @default.
• W2055433197 countsByYear W20554331972019 @default.
• W2055433197 countsByYear W20554331972020 @default.
• W2055433197 countsByYear W20554331972021 @default.
• W2055433197 countsByYear W20554331972022 @default.
• W2055433197 countsByYear W20554331972023 @default.
• W2055433197 crossrefType "proceedings-article" @default.
• W2055433197 hasAuthorship W2055433197A5061385983 @default.
• W2055433197 hasAuthorship W2055433197A5078097779 @default.
• W2055433197 hasBestOaLocation W20554331972 @default.
• W2055433197 hasConcept C105427703 @default.
• W2055433197 hasConcept C105795698 @default.
• W2055433197 hasConcept C11413529 @default.
• W2055433197 hasConcept C115961682 @default.
• W2055433197 hasConcept C119857082 @default.
• W2055433197 hasConcept C120567893 @default.
• W2055433197 hasConcept C126148662 @default.
• W2055433197 hasConcept C134306372 @default.
• W2055433197 hasConcept C138885662 @default.
• W2055433197 hasConcept C143724316 @default.
• W2055433197 hasConcept C151406439 @default.
• W2055433197 hasConcept C151730666 @default.
• W2055433197 hasConcept C154945302 @default.
• W2055433197 hasConcept C159886148 @default.
• W2055433197 hasConcept C207390915 @default.
• W2055433197 hasConcept C23224414 @default.
• W2055433197 hasConcept C33923547 @default.
• W2055433197 hasConcept C41008148 @default.
• W2055433197 hasConcept C41895202 @default.
• W2055433197 hasConcept C73000952 @default.
• W2055433197 hasConcept C86803240 @default.
• W2055433197 hasConcept C99498987 @default.
• W2055433197 hasConceptScore W2055433197C105427703 @default.
• W2055433197 hasConceptScore W2055433197C105795698 @default.
• W2055433197 hasConceptScore W2055433197C11413529 @default.
• W2055433197 hasConceptScore W2055433197C115961682 @default.
• W2055433197 hasConceptScore W2055433197C119857082 @default.
• W2055433197 hasConceptScore W2055433197C120567893 @default.
• W2055433197 hasConceptScore W2055433197C126148662 @default.
• W2055433197 hasConceptScore W2055433197C134306372 @default.
• W2055433197 hasConceptScore W2055433197C138885662 @default.
• W2055433197 hasConceptScore W2055433197C143724316 @default.
• W2055433197 hasConceptScore W2055433197C151406439 @default.
• W2055433197 hasConceptScore W2055433197C151730666 @default.
• W2055433197 hasConceptScore W2055433197C154945302 @default.
• W2055433197 hasConceptScore W2055433197C159886148 @default.
• W2055433197 hasConceptScore W2055433197C207390915 @default.
• W2055433197 hasConceptScore W2055433197C23224414 @default.
• W2055433197 hasConceptScore W2055433197C33923547 @default.
• W2055433197 hasConceptScore W2055433197C41008148 @default.
• W2055433197 hasConceptScore W2055433197C41895202 @default.
• W2055433197 hasConceptScore W2055433197C73000952 @default.
• W2055433197 hasConceptScore W2055433197C86803240 @default.
• W2055433197 hasConceptScore W2055433197C99498987 @default.
• W2055433197 hasLocation W20554331971 @default.
• W2055433197 hasLocation W20554331972 @default.
• W2055433197 hasOpenAccess W2055433197 @default.
• W2055433197 hasPrimaryLocation W20554331971 @default.
• W2055433197 hasRelatedWork W146891625 @default.
• W2055433197 hasRelatedWork W1559781006 @default.
• W2055433197 hasRelatedWork W2055433197 @default.
• W2055433197 hasRelatedWork W2065131238 @default.
• W2055433197 hasRelatedWork W2360394982 @default.
• W2055433197 hasRelatedWork W2376165296 @default.
• W2055433197 hasRelatedWork W2385374403 @default.
• W2055433197 hasRelatedWork W2389540270 @default.
• W2055433197 hasRelatedWork W2407975432 @default.
• W2055433197 hasRelatedWork W3145389907 @default.
• W2055433197 isParatext "false" @default.

• next