Quantum Kernels Achieve Enhanced Classification In Radial Basis Function Networks
Radial basis function networks gain a powerful new capability through the integration of quantum kernel functions, creating a hybrid classical...
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Enhanced exploration in reinforcement learning using graph neural network based intrinsic reward mechanism
The proposed GNN-IRL exploration approach was implemented using the DQN algorithm to learn and generate a policy for action selection....
Machine learning-driven development of a behaviour-based student classification system (SCS-B) for enhanced educational analytics
This section outlines the operational process of the proposed Student Classification System (SCS-B), which utilizes machine learning techniques. The system...
Enhanced multi objective graph learning approach for optimizing traffic speed prediction on spatial and temporal features
Experimental setupThe system specifications for this experiment include a hardware configuration of Intel Core i7-9700 K or AMD Ryzen 9 5900X...
Interpretable X-ray diffraction spectra analysis using confidence evaluated deep learning enhanced by template element replacement
Framework for XRD prediction and its analysisVSS are simulated within structural templates, covering a wide range of hypothetical and potentially...
Enhanced MRI brain tumor detection using deep learning in conjunction with explainable AI SHAP based diverse and multi feature analysis
This section discusses comprehensively the performance assessment of various feature representation techniques (CNN, DWT, FFT, Gabor, GLRLM, and LBP) in...
