Classifiers using the neighbor contexts ('+Neighbor') yielded 0.929 accuracy and 0.934 F1 score.
Dinuc: original PFOLD grammar, including the original rate parameters; dinucleotide null model (nearest-neighbor context dependence).
We can also calculate mutation rates under a model of nearest-neighbor context dependence.
Because the method PCAI4 only predicts the center pixel from its four-neighboring pixels, in this paper, we will extend this method by making use of all the eight-neighboring pixels and propose an edge-adaptive SPN predictor based on eight-neighbor context-adaptive interpolating prediction, as well as a CSI method with this advanced predictor.
In this paper, we propose a source camera identification scheme based on an eight-neighbor context-adaptive SPN predictor to enhance the ROC performance of CSI.
In this paper, we propose an effective SPN predictor based on eight-neighbor context-adaptive interpolation algorithm to suppress the effect of image scene and propose a source camera identification method with it to enhance the receiver operating characteristic (ROC) performance of CSI.
In order to reduce the impact of scene details while preserving SPN at the same time, an edge-adaptive SPN predictor based on a four-neighbor context-adaptive interpolation (PCAI4) [13] was proposed and has been proved to have improvement on CSI performance via extensive experiments.
Specifically, we reconsider the importance of nearest neighbor sequence context using reversible, stationary and homogeneous models of dinucleotide substitution.
The authors in [14] claimed that true matched pairs of images are supposed to have many common visually similar neighbors, called context similarity, in addition to mutual visually similar appearance, called content similarity.
Goldstone Report 12. (S) Gilad addressed Israel's immediate neighbors within the context of the Goldstone Report.
In this work, we are interested in ego-networks, that is the mere information of interactions of a node to its neighbors, in the context of social relationships.
