Many systems for image manipulation, signal analysis, machine learning, and scientific computing make use of discrete convolutional filters that are known before computation begins. These contexts ...

uhook(userspace kernel hook) means call kernel function from userspace. That is to say, we can write a function in kernel space and call it in userspace while the kernel Image is running. 2). What we ...

Abstract: SVM (Support Vector Machines) is the most advanced machine learning algorithm in the field of pattern recognition. The selection of kernel functions will have a direct impact on the ...

Regression systems are usable tools to analyze datasets which concludes inputs and targets. Some of these kind of machine learning systems are based on hypothesis. The success is bounded to the ...

The Transformer model and its variants have emerged as state-of-the-art approaches in various Artificial Intelligence (AI) tasks, including natural language processing (Devlin et al., 2018), computer ...

Abstract: The kernel function and parameters selection is a key problem in the research of support vector machine. After discussing the influence of support vector ...