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Further, cluster analysis does not provide any information on the amplitude variation of clusters in time.
Beyond spatial and temporal patterns that can be identified from collections of geotagged photographs, Rattenbury et al. (2007) explored how clusters in time and space relate to user defined tags.
However, DFT calculations are still too computationally expensive (and difficult to automate) for increasingly common data-mining tasks involving thousands/millions of structures, which shall be performed on single workstations or small clusters in time scales of up to a few hours.
In this study, the restrictions on the time window almost halved the number of signals (42% decline), whereas the clusters in time to investigate declined much less (14% decline).
Next we searched for both positive and negative t-statistic clusters in time, frequency and electrode space, where we considered electrodes with a distance of less than 7 cm as neighbors (yielding on average 6.8 neighbors per channel).
pGQL can be of great help in finding interesting clusters in time course data.
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Many impacts occurred clustered in time and these clustered events sometimes reappeared for one or more days.
The mixed Poisson process has been widely used in financial engineering for modeling arrival of events that cluster in time, as it has strictly stationary and positively correlated increments.
These identical genotypes were strongly clustered in time, consistent with epidemic transmission of clones and subsequent breakdown of allelic associations, suggesting high rates of inbreeding and low effective recombination rates in this country.
Large earthquakes in Japan tend to cluster in time and space at different time scales.
Being highly clustered in time, these counts were overdispersed with the variance greater than the mean (μ = 1.08, δ = 1.22).
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