Search Results for author: Milad Afzalan

Found 2 papers, 0 papers with code

Two-stage building energy consumption clustering based on temporal and peak demand patterns

no code implementations10 Aug 2020 Milad Afzalan, Farrokh Jazizadeh, Hoda Eldardiry

In the first stage, load shapes are clustered by allowing a large number of clusters to accurately capture variations in energy use patterns and cluster centroids are extracted by accounting for shape misalignments.

Clustering Dynamic Time Warping +2

An Automated Spectral Clustering for Multi-scale Data

no code implementations6 Feb 2019 Milad Afzalan, Farrokh Jazizadeh

Spectral clustering algorithms typically require a priori selection of input parameters such as the number of clusters, a scaling parameter for the affinity measure, or ranges of these values for parameter tuning.

Clustering

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