however, are all based on factorization and hence are exponentially slow on. Consequently, a faster algorithm ofcould potentially lead to a fast algorithm of prime factorization which in turn would throw doubt upon the security of most public-key cryptosystems. This research...
As there is no closed form expression for the KL divergence between GMM distributions, we use Monte Carlo integration to approximate the KL divergence between two GMM densities; this is based on [Math Processing Error]R=10,000 samples drawn from the estimated GMM distributions, again using the ...
Chaudhari et al. [16] proposed an enhanced form of the K-nearest neighbor (KNN) rule. To obtain synthetic samples, they employed counting filters for effectively skewed data, the Euclidean distance for estimating the distance between its neighbors, and the best mean value from the KNN for each...
www.nature.com/scientificreports OPEN Full use of factors promoting catalytic performance of chitosan supported manganese porphyrin Lin‑Qiang Mo1,2,5, Xian‑Fei Huang3,5, Gao‑Cai Wang4, Guan Huang1* & Peng Liu1 In order to make full use of the impact of internal ...
(defined by the free-form deformation method, class-function shape-function transformation, and related methods), flight status variables (such as Mach number, angle of attack, Reynolds number, and flight altitude), and wing control surface deflection variables. The outputs are the predicted ...
Insider Threat Detection Model. We propose a deep-learning based insider threat detection model to take full advantage of our feature extraction scheme. Our insider threat detection model is an autoencoder. We select stacked BiLSTM and FNN to construct the encoder of the model, and we use anoth...
They utilized Diversity Arrays Technology (DArT) markers for genotyping, which were recorded in the form of presence (1) or absence (0) [32]. To ensure data quality, markers with minor allele frequencies less than 0.05 were removed. After quality control, the data contained 1279 markers. The...
where oji and bji are the center and width of the i th MF for j th input, respectively. The first-order TS rule base comprises N rules of the form Ri:IFx1isA1iANDx2isA2iAND…THENyi=p0i+p1ix1+...+phixh (7) where pji is a consequent parameter. The net output y∗ is comp...
With the progressive development in Information Technology (IT), a new substitute has emerged in the form of cloud computing for the conventional computing methods to provide services to clients without any constraint on location or time, thereby enabling access to a pool of distributed computing res...
A new approach of Poincaré analysis is also reported in the form of heart rate asymmetry (HRA) measure by Karmakar et al. [48], and later applied in [42] to assess its sensitivity towards delay. Mathematically, the HRA index, popularly known as Guzik’s index (GI), is given by [48...