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The results show that the forecasts have captured the spatial distribution and temporal evolution of the features of future seismicity.
For future work we plan on using the temporal evolution of the features when classifying different MR sessions and also allow updating the class labels in time.
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Thus while the event is ongoing, the temporal evolution of the feature vectors during the event is modelled by HMM-1 say, while the evolution of features during a event is modelled with HMM-2 say.
An image processing approach is then proposed to measure the time evolution of the feature variable (particle contacts and temperature variance) of the two processes.
In the current work, it is the ability of the HMM framework to model both the temporal evolution of the feature set and the inherent uncertainty in the unfolding of rotational events that makes them particularly suitable.
The presence of such mesoscopic organization naturally prompts us to ask the reasons behind the evolution of these features in the network.
The convergent evolution of these features in the Hilarini silk and other silks emphasises their importance in the functional requirements of silk proteins.
"It may be that the earlier evolution of these features gave tyrannosaurs the perfect toolkit that came in handy when the opportunity presented itself for them to rise to the top of the food chain".
To improve our understanding of the evolution of these features, additional examples of mitochondrial genomes from this important group of organisms are needed.
The evolution of these features is investigated as a function of the cycling conditions and more particularly as a function of the reduction state achieved on discharge.
Archaeological examples of the historical evolution of these features of hunter gatherer society can be found in the following time periods and regions: Eurasian Palaeolithic and Mesolithic; North American Archaic; preagricultural Mesoamerica and Peru; and late Holocene Australia.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com