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In the preceding few years, performance of the wireless technology have been increased extremely according to the opportunity of new fields of application in the networking field. One of such field's concern mobile ad hoc networks (MANETs) in which mobile nodes arrange themselves in a network exclusive of the assist of any predefined infrastructure. Secure MANETs is just as essential is not later...
Soft computing in the field of agriculture science is being employed with computer vision techniques in order to detect the diseases in crops to increase the overall yield. A Modified Rotation Kernel Transformation(MRKT) based directional feature extraction scheme is presents to resolve the issues occurring due to shape, color or other deceptive features during plant disease recognition. The MRKT...
There have been various measures and techniques which have currently been used in order to measure the similarity between graphs [1]. In this paper, molecules have been represented as graphs with atoms of the molecule being represented as nodes and bonds between atoms being represented as edges [2]. We will first see how various available similarity coefficients perform in order to measure the similarity...
This paper compares the performance improvement in recognition rate of different face recognition methods. The face recognition methods such as 1dPCA, 2dPCA, KPCA, ICA and FDA usually use Euclidean distance and in some cases they use the cosine similarity function. Instead of traditional classification and distance measurement methods, SVM classifier is used for classification. The SVM classifier...
Extreme machine learning and its variants have shown good generalization performance and high leaning speed in many applications through its fast convergence. Despite the parallel and distributed ELM on MapReduce framework able to handle very large scale dataset for bigdata applications, the process of coping up with the rapidly updating data is a challenging one. Among the unified algorithms, the...
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