Time-Series Clustering Captures Patterns of Early Immune Effector Cell-Associated Hematotoxicity That Are Predictable Using Tree-Based Models. [PDF]
Liang EC +16 more
europepmc +1 more source
PG-Mamba: An Enhanced Graph Framework for Mamba-Based Time Series Clustering. [PDF]
Sun Y, Zuo D, Gao J.
europepmc +1 more source
Data-driven identification of temporal glucose patterns in a large cohort of nondiabetic patients with COVID-19 using time-series clustering. [PDF]
Mistry S +3 more
europepmc +1 more source
The spatiotemporal dynamics of COVID-19 in Europe: time-series clustering maps 5 distinct trajectories to spatial patterns. [PDF]
Habershon S +7 more
europepmc +1 more source
Erratum to: Data-driven identification of temporal glucose patterns in a large cohort of nondiabetic patients with COVID-19 using time-series clustering. [PDF]
Mistry S, Gouripeddi R, Facelli JC.
europepmc +1 more source
Processing Short Time Series with Data Mining Methods
This article examines several data mining approaches that perform short time series analysis. The basis of the methods is formed by clustering algorithms with or without modifications.
Borisovs, Arkādijs, Kiršners, Arnis
core
A Bayesian Analysis of Female Wage Dynamics Using Markov Chain Clustering [PDF]
In this work, we analyze wage careers of women in Austria. We identify groups of female employees with similar patterns in their earnings development. Covariates such as e.g.
Christoph Pamminger, Regina Tüchler
core
Multivariate time series clustering analysis of the Global Dietary Database to uncover patterns in dietary trends (1990-2018). [PDF]
Matousek A, Leung TH, Pang H.
europepmc +1 more source
RNfuzzyApp: an R shiny RNA-seq data analysis app for visualisation, differential expression analysis, time-series clustering and enrichment analysis. [PDF]
Haering M, Habermann BH.
europepmc +1 more source
Time series clustering and characterisation
In today’s data-driven society, the volume of time series data generated every second is enormous and is applied in various domains - from financial markets and sales forecasting and public health surveillance systems.
Poh, Isaac Zi Jie
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