Clustering of Time Series Data and Algorithms leaf node


URI

https://openalex.org/T12205

Label

Clustering of Time Series Data and Algorithms

Description

This cluster of papers focuses on the clustering, classification, and analysis of time series data. It covers various algorithms and techniques such as dynamic time warping, feature extraction, deep learning, symbolic representation, multivariate classification, similarity measures, dimensionality reduction, and pattern discovery.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T12205> a skos:Concept ;
    rdfs:label "Clustering of Time Series Data and Algorithms"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Time_series_clustering>,
        <https://openalex.org/T12205> ;
    skos:broader oasubfields:1711 ;
    skos:definition "This cluster of papers focuses on the clustering, classification, and analysis of time series data. It covers various algorithms and techniques such as dynamic time warping, feature extraction, deep learning, symbolic representation, multivariate classification, similarity measures, dimensionality reduction, and pattern discovery."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Clustering of Time Series Data and Algorithms"@en ;
    openalex:cited_by_count 526789 ;
    openalex:works_count 31749 .