Sentence examples for patterns and nonlinear from inspiring English sources

Owing to its ability in recognizing time series patterns and nonlinear characteristics, the hybrid model provides much better accuracy over the ARIMA and neural network models for water quality predictions.

This article presents the hardware implementation of the floating-point processor (FPP) to develop the radial basis function (RBF) neural network for the general purpose of pattern recognition and nonlinear control.

Naturally, there are various combination patterns, including linear and nonlinear.

For a true collective narrative experience we need to integrate other platforms, other media that can break the linear pattern and create nonlinear, interactive, engaging and immersive experiences.

However, specific uptake patterns were observed in each group: circular and linear uptake patterns around the humeral head in EORA and focal and nonlinear uptake patterns in PMR.

Time series data often contain both linear and nonlinear patterns.

The ARIMA model cannot deal with nonlinear relationships while the neural network model alone is not able to handle both linear and nonlinear patterns equally well.

In this paper, the inference mechanism of the ER algorithm is analyzed first and its patterns of monotonic inference and nonlinear approximation are revealed.

However, in the learning process of complex time series using these hybrid systems two open questions arise: it is hard to ensure that the linear and nonlinear patterns, underlying the time series, are properly modeled; and the best function to combine the time series forecaster and error series forecaster is unknown.

There are many methods proposed in literature to handle complex and nonlinear patterns.

Data mining algorithms cannot extract the complex and nonlinear patterns that exist in Big Data.