Support Vector Machine(SVM) is a popular machine learning algorithm for its excellent generalization ability. However, similar to most of traditional algorithms, the proposal of SVM is based on an ...

The strategic advantage of QML continues to expand its presence in industries that deal with complex, high-dimensional data.

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

We solve the CSP using a support vector machine (SVM) algorithm for heterogeneous communications. The MC runs the algorithm based on vehicle density to select an optimal controller (OC) in both ...

Keerthi, S.S. (2002) Efficient Tuning of SVM Hyperparameters Using Radius/Margin Bound and Iterative Algorithms. IEEE Transactions on Neural Networks, 13, 1225-1229.