Sentence examples for based on euclidean similarity from inspiring English sources

For effective characterization of soil moisture variation, soil moisture datasets were classified using cluster analysis based on Euclidean similarity.

Cluster analysis (CA) based on euclidean similarity measure is used to group sites recording similarity in environmental parameters (Arumugam et al. 2013).

Cosine similarity based on Euclidean distance is currently one of the most widely used similarity measurements.

One of the most popular similarity measures is cosine similarity, which is based on Euclidean distance.

A similarity concept based on Euclidean distances between vectors was applied.

This approach used a similarity matrix based on Euclidean distance.

An alternative presentation in the form of a dendrogram showing possible structuring into group of high similarity was based on Euclidean distances calculated from standardized values for the traits measured.

Principal components analysis (PCA) was correlation based, and non-metric multi-dimensional scaling (MDS) and analysis of similarity (ANOSIM) were based on Euclidean distances.

Concordance was calculated using the initial dataset of 959 significant transcripts (log base 2) with similarity between samples based on Euclidean distance.

Here, by introducing tensorial techniques, we examine two calculation approaches for the mean and dispersion for stress tensors – based on Euclidean and Riemannian geometries – and discuss their similarities, differences and potential applicability in engineering practice.

A real-time anomalous traffic monitoring module with a stable matching pattern algorithm and two traffic statistic based intrusion detection algorithms – one algorithm is based on variance similarity while the other is based on Euclidean distance – are embedded in the system to detect worm and other malicious attacks.