We study the concentration of random kernel matrices around their mean. derive nonasymptotic exponential inequalities for Lipschitz kernels assuming that data points are independent draws from a class multivariate distributions on $\mathbb{R}^{d}$, including strongly log-concave under affine transformations. A feature our result is need not have identical or zero mean, which key in certain appl...

An adversary's user process can compromise the security of operating system (OS) kernel, and subsequent invocation vulnerable kernel code cause memory corruption. The could overwrite data containing privilege information processes or related to features (i.e., mandatory access control). As a means protection, OS researchers have proposed multiple address space approach that partitions protect f...

Monitoring and controlling air quality parameters form an important subject of atmospheric and environmental research today due to the health impacts caused by the different pollutants present in the urban areas. The support vector machine (SVM), as a supervised learning analysis method, is considered an effective statistical tool for the prediction and analysis of air quality. The work present...

Background: The most common sexually transmitted diseases and the economic and social health problem throughout the world. However, vaccine coverage and antibiotic therapy and the development of programs to prevent and control major causes of acute and chronic diseases, pregnancy complications and infertility remains. Acute and chronic systemic viral infections can lead to infertility and perma...

to determine the effect of n-fertilizer on nitrogen harvest index (nhi), crop production and growth indices of corn (s.c.704 cultivar), an experiment was conducted with five nitrogen rates (100, 140, 180, 220 and 260 kg n/ha) in a randomly complete block design in four replicates. the effect of n-fertilizer rates on variation of grain yield, number of kernels, 1000-kernel weight, nitrogen harve...

nowadays, radar systems have many applications and radar imaging is one of the most important of these applications. inverse synthetic aperture radar (isar) is used to form an image from moving targets. conventional methods use fourier transform to retrieve doppler information. however, because of maneuvering of the target, the doppler spectrum becomes time-varying and the image is blurred. joi...