Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Abstract: Support vector machines (SVMs) are popular learning algorithms to deal with binary classification problems. They traditionally assume equal misclassification costs for each class; however, ...

Abstract: This paper proposes a new method to trace the transmission loss in deregulated power system by applying Genetic Algorithm (GA) and Least Squares Support Vector Machine (LS-SVM). The idea is ...

Today, we are witnessing a paradigm shift towards a more modular design approach that disaggregates SoC functions into ...

Neuromodulation has revolutionized the treatment of movement disorders such as Parkinson’s disease, dystonia, and essential tremor. With advancements in ...