Sentence examples for model identification steps from inspiring English sources

Model development is a key task in systems biology, which typically starts from an initial model candidate and, involving an iterative cycle of hypotheses-driven model modifications, leads to new experimentation and subsequent model identification steps.

The process of building a model of a biological system typically starts by generating an initial model candidate, or by taking one from the pre-existing knowledge, and then involves an iterative cycle of hypotheses-driven model modifications, new experimentation and subsequent model identification steps, finally leading to a satisfactory refined model [ 6, 7].

Then, we test the performance of a biometric recognition system and show that improving the sensor model identification step can benefit the iris sensor interoperability.

The modeling procedure for the ARIMA models, which is based on the Box Jenkins methodology, comprises three iterative steps: model identification, parameter estimation, and diagnostic checking.

Finally, model identification is the hardest step in the course of fitting a model.

The development of proposed scheme for traffic flow prediction using SARIMA involved four steps of model identification, model estimation, diagnostic checking and forecasting/validation of the developed model.

This procedure combines model identification with pre- and post-identification steps to provide reliable operation.

The focus of this paper is on finding tuning rules based on model identification from a closed-loop step test.

The first step in model identification is to plot the time series data and examine for the features such as trend and seasonality.

In this paper, a new approach to filter design for LPV systems is proposed, based on the direct design of the filter from data, avoiding the intermediate step of model identification.

To avoid jeopardizing the closed-loop system stability of such a process, guidelines are given for proper implementation of a closed-loop step test for model identification.