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It is shown that directly applying the conventional descriptor Kalman filter (DKF) to the considered problem may not yield the globally optimal solution because the unknown input vector may not be estimable.
Formal research studies have virtually always stratified on a conventional descriptor of population structure and diversity is subsequently assessed within and between groups [18], [20], [23], [54].
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Conventional descriptors such as curvature scale space (CSS) (Mokhtarian et al., 2005) retain the overall shape of an object during calculation.
Authors may, therefore, have considered a statement of "agreement" as adequate when describing consent practices from health professionals or other participants at the cluster level but used more conventional descriptors when reporting consent practices at the level of the individual patient.
Furthermore, non-conventional descriptors such the cell-coordination number, strut volumetric fraction (fs) and cell wall thickness are studied.
Compared to the conventional LBP descriptors and SLBP descriptors, the pyramid representation for local binary patterns shows its effectiveness.
This is an extension of a previous work from conventional to descriptor models.
The introduced method is promising for online applications because of its frame based feature extraction scheme which differs from conventional segmental descriptor extraction techniques.
Recently, we have proposed the use of hybrid chemical biological descriptors, that is, a combination of conventional chemical descriptors with HTS profile data regarded as biological descriptors.
Concentration response qHTS data may serve as informative biological descriptors of molecules that, when combined with conventional chemical descriptors, may considerably improve the accuracy and utility of computational approaches for predicting in vivo animal toxicity end points.
Our goal was to test a hypothesis that dose response data points of the qHTS assays can serve as biological descriptors of assayed chemicals and, when combined with conventional chemical descriptors, improve the accuracy of quantitative structure activity relationship (QSAR) models applied to prediction of in vivo toxicity end points.
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