IEEE

Enhanced Bearing Fault Detection in Induction Motors Using Projection-Based SVM

Abstract: Fine-tuning the hyperparameters of the Support Vector Machine (SVM) is crucial to making it an accurate classifier in fault detection. The convergence rate of the optimiser and its ...
IEEE

Leveraging Parallel Computing for Efficient Cascade and Distributed Support Vector Machines on Large-Scale Data

Abstract: The Support Vector Machine (SVM) is a popular classification algorithm and is known for its generalization properties in machine learning. In this paper, we propose parallel implementation ...