In this study, a novel approach is proposed by combining principal component analysis (PCA) and empirical analysis to reduce the dimensionality of the model data ... optimization algorithm (IFOA) in ...

Abstract: This paper proposes a new music genre classification algorithm based on dynamic music frame analysis and support vector machine (SVM). The dynamic music frame analysis could cover the ...

We evaluated support vector machines (SVM ... reduced false-hit rates against two similarity based and another machine learning VS methods based on the same training and testing data sets and ...

The prominent objective of this proposed research is to introduce a novel Quantum Kernel Support Vector Machine ... data points. Notably, the QKSVM model trained with a significantly selected feature ...