Sentence examples for based on the descriptors from inspiring English sources

In this study, a robust and highly predictive group-based QSAR (GQSAR) model has been developed based on the descriptors calculated for the fragments of 20 1,4-dihydropyridine (DHP) derivatives.

In both cases, selection was based on the descriptors of the compounds of the training set.

This framework is based on the descriptors decomposition in three levels: primitive extraction, primitive coding and code aggregation.

Mixture descriptors developed in this study were constructed as suggested in previous work [3, 6], based on the descriptors of individual components of the mixture.

First, we constructed a questionnaire based on the descriptors collected from various sources in order to elicit university teachers' views on the importance of these descriptors.

A population of 100 rigorously validated linear QSAR models were established based on the descriptors calculated in DRAGON program and selected by genetic algorithm (GA).

The current configurations are detected using an observer based on the descriptor system theory.

Based on the descriptor system model, a fault estimation filter which can simultaneously estimate the state and the sensor fault magnitudes is designed via a minimum-variance principle.

The delay-dependent decentralized stabilization problem of multi-channel singular time-delay time-invariant systems subject to multiple internal and external incommensurate constant point delays is discussed based on the descriptor integral-inequality approach.

For carcinogenicity endpoint, as for the models developed for the other endpoints, CAESAR implemented a tool for the general evaluation of the AD based on the descriptor range for the dataset; therefore, predicted values for chemicals outside the descriptor range can be judged as less reliable.

cor.res: correlation R based on the votes for each protein sequence in the dataset; cor.des: correlation R based on the descriptor values for the 20 amino acids.