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The biggest concern of Network is security. Intro find the tricks and tools of the Attackers. Data Mining techniques automatically learn the pattern of the tuples and Intelligent decision are made. Supervised learning methods finds the attack based on previous knowledge and unknown attacks are detected by using Unsupervised learning. Dos, Probe and Normal data are correctly detected by maximum Data...
A post translational modification SUMOylation is one of the vital processes of protein maturation and function. Determining a protein's SUMOylation status is important in the context of determining that protein's function, nuclear localization, and intra-nuclear spatial association. Many of the predictors currently use a consensus motif, which is ΨKxE (where Ψ is a large aliphatic branched hydrophobic...
Parametric models such as linear regression can contribute valuable, interpretable descriptions of simple structure in data. However, occasionally such simple structure does not extend across an entire database and might be confined more locally within subsets of the data. Nonparametric regression normally involves local averaging. In this study, local averaging estimator is coupled with a machine...
In this paper, a multi-texture-model for water extraction based on remote sensing imagery is proposed. The model is applied to extract inland water (including wide river, lake and reservoir) from high-resolution panchromatic images. Firstly directional variance is used to find river regions, and then grain table is adopted to avoid noise including objects that have similar directional variance characteristic...
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