Eckert, N., Baya, H., Thibert, E. & Vincent, C. Extracting the temporal signal from a winter and summer mass-balance series: application to a six-decade record at Glacier de Sarennes, French Alps.
"Bayesian nonparametric learning of switching dynamics in cohort physiological time series: application in critical care patient monitoring", Li-wei H. Lehman, Matthew J. Johnson, Shamim Nemati, Ryan P. Adams, Roger G. Mark, Chapter 11 in Advanced State Space Methods for Neural and Clinical Data, Cambridge University Press, 2015.
While developers can build a time series application using Influx's tools, if it requires enterprise scale, security and availability; they will need to buy the commercial version of the product.
Among them, the CiteSpace series application software based on Java platform developed by Professor Chaomei Chen from Dexrel University in the USA is a new generation of information visualization technology, which is suitable for multiple, dynamic, and complex network analysis and has become a new method of scientific metrology [25].
While the application here focuses on sea ice extent and a time series application, the generalized inflated beta with mechanisms or regressions for both extreme and non-extreme observations has potential applications in other settings where the observations can be regarded as ratios r i = y i /d i of actual extents to a maximum extent d i, but substantive interest is in the extents y i.
For the fits to the whole time series (application and release of suction; -120 to +1200 s) the median RMSE was 1.07 µm (min: 0.56 µm; max 2.33 µm); for the fits to the "suction section" (−120 to +600 s) and "release section" (+540 to +1200 s) of the time series analyzed separately, the median RMSEs were 0.47 µm (0.16 to 1.09 µm) and 0.43 µm (0.20 to 1.33 µm).
The unscented Kalman filter (UKF) is a widely used method in control and time series applications.
Some time series applications require data which are either expensive or technically difficult to obtain.
The use of adaptive composite structures in series applications requires novel actuators and related manufacture processes capable for serial production.
Today, the use of carbon fiber is limited in mass series applications of the automotive industry by the cost of the conventional C-fiber precursor polyacrylonitrile (PAN).
The Dynamic Time Warping (DTW) is used as a distance metric, which currently is recognized as the best similarity measure for most time series applications.
