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The proposed approach provides a flexible framework for incorporating feature similarity or temporal information present in data sets via non-parametric kernel smoothing.
These preliminary results support the potential value of incorporating FEATURE into the ab initio folding scheme.
This was achieved by incorporating feature nonreplacement, where the data features (genes) used to construct a model at a given round of boosting are not available at subsequent rounds.
As an alternative to simulating the neural field models an interface approach (incorporating feature space) may be more useful for understanding how local data can be integrated into global geometrical structures, as advocated in the neurogeometry framework of Petitot [33] (say for understanding models of contour completion in models of primary visual cortex where the feature space is orientation).
To overcome this limitation, multivariate filtering techniques to some extent incorporating feature dependencies have been introduced [ 22, 23].
In contrast, embedded methods [ 29- 34] have the advantage of incorporating feature selection within the construction of the classifier or regression model, i.e. as part of the training phase.
Similar(53)
Apache server version 0.8 incorporated new server architecture incorporating features for speed and extensibility.
He suggested creating a contest incorporating features that made the Saint Mary's Contest inspiring and memorable to me, and so we founded the Julia Robinson Mathematics Festival.
Opera is incorporating features initially developed by IBM for its ViaVoice application.
incorporating features which can be more directly measured and simulating a stochastic process which can be evaluated with real data.
It offered more choice, incorporating features of the independent sector, which could encourage the middle classes to stick with the state school sector.
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