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A time-varying distance based interval-valued functional principal component analysis method – A case study of consumer price index

Lirong Sun, Kaili Wang, Lini Xu, Chonghui Zhang, Tomas Baležentis

2022Information Sciences27 citationsDOI

Topics & Concepts

Principal component analysisFunctional principal component analysisOutlierComputer scienceDimensionality reductionInterval (graph theory)Functional data analysisData miningPattern recognition (psychology)Function (biology)Curse of dimensionalityArtificial intelligenceMathematicsMachine learningEvolutionary biologyCombinatoricsBiologySpectroscopy and Chemometric AnalysesAdvanced Chemical Sensor TechnologiesSensory Analysis and Statistical Methods
A time-varying distance based interval-valued functional principal component analysis method – A case study of consumer price index | Litcius