Abstract: This work proposes a novel random projection (RP) framework based linear detection techniques in massive multiple-input multiple-output (MIMO) communication networks. Under this framework, ...

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 ...

Random Projections have been widely used to generate embeddings for various graph learning tasks due to their computational efficiency. The majority of applications have been justified through the ...

The Internet of Things (IoT) has wide applications in many industries, such as manufacturing, agriculture, supply chain, and healthcare. As organizations scale their IoT deployments, managing secure ...