Time series clustering and classification

DOI10.1016/J.IJAR.2024.109238MaRDI QIDQ6596687

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Publication date: 2 September 2024

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Mathematics Subject Classification ID

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Cites Work

• On the classification of financial data with domain agnostic features
• Hierarchical time series clustering on tail dependence with linkage based on a multivariate copula approach
• Clustering-based simultaneous forecasting of life expectancy time series through Long-Short Term Memory Neural Networks
• A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line
• Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology
• Bayesian nonparametric change point detection for multivariate time series with missing observations
• A test to compare interval time series
• On classifying the effects of policy announcements on volatility
• Model-based fuzzy time series clustering of conditional higher moments
• Robust fuzzy clustering of time series based on B-splines
• Clustering nonlinear time series with neural network bootstrap forecast distributions
• Time Series Clustering and Classification

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