Sentence examples for based on time series from inspiring English sources

In this paper we present novel method for predicting the timing of physiological processes based on time series gene expression data.

These methods include a wide spectrum of techniques, such as perturbation methods, causality models, correlation-based approaches, or probabilistic models, some of which are based on time series data (see [ 2] for review).

However, a future disturbance event may be forecast based on time series data (i.e., records of past occurrences) and the event's probability of occurrence across a long interval.

This study is based on time series data.

Models based on time series of a single pollutant: AR, ARMA, ARIMA models.

Most papers forecast agricultural commodity prices based on time series models.

Issues in extrapolating risk estimates based on time-series studies in one population to estimate the amount of life lost in another population are also discussed.

Many previously reported methods for numerical weather prediction have been based on time-series models.

d Stage segmentation based on time-series variations in thermal anomalies.

Amazon's AWS today launched Amazon Forecast, a new pre-built machine learning tool that will make it easier for developers to generate predictions based on time-series data.

The problem of the autocorrelation was overcome by the usage of a more sophisticated method based on time-series ARIMA models.