Listar por tema "k-means"
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Dynamic clustering of time series with Echo State Networks
Atencia-Ruiz, Miguel Alejandro
; Stoean, Catalin; Stoean, Ruxandra; Rodriguez Labrada, Roberto; Joya-Caparrós, Gonzalo (2019-06-05)
In this paper we introduce a novel methodology for unsupervised analysis of time series, based upon the iterative implementation of a clustering algorithm embedded into the evolution of a recurrent Echo State Network. The ... -
Parallel Computing for Power Quality Disturbances Analysis and Energy Management in Distribution Power Networks
(Springer Nature, 2025)Power quality disturbances (PQDs) and energy management parameters (EMPs) pose significant operational challenges in radial distribution systems. Fast and accurate computational solutions are essential for efficient system ...