In recent years, an enormous amount of research has been carried out on support vector
machines (SVMs) and their application in several fields of science. SVMs are one of the …

Field Programmable Gate Array (FPGA) is a general purpose programmable logic device
that can be configured by a customer after manufacturing to perform from a simple logic gate …

Generally, skin disease is a common one in human diseases. In computer vision application,
the skin color is the powerful indication for this disease. This system identifies the skin …

In this paper, a multistable modified fourth‐order autonomous Chua's chaotic system is
investigated. In addition to the dynamic characteristics of the third‐order Chua's chaotic …

Support vector machine (SVM) is a robust machine learning model with high classification
accuracy. SVM is widely utilized for online classification in various real-time embedded …

The Universum data, which indicates a sample that does not belong to any of the classes,
has been proved to be useful in supervised learning. The researchers have explored the …

Recently, a number of classification techniques have been introduced. However, processing
large dataset in a reasonable time has become a major challenge. This made classification …

Nowadays, with the emergence of computer-aided systems, diagnosis problems are one of
the most important application areas of artificial intelligence. The present paper is focused …

Sequential Minimal Optimization (SMO) is the traditional training algorithm for Support
Vector Machines (SVMs). However, SMO does not scale well with the size of the training set …

Today's food habits, way of life causes a number of health disorders in human especially
those related to heart diseases. Cardiac arrest is one such disease, which is the deadliest …