Shap-driven explainable AI with simulated annealing for optimized seizure detection using multichannel EEG signal - Dokare, Indu; Gupta, Sudha (Cognitive neurodynamics, 2025)
Keywords: Accuracy; Algorithms; Artificial Intelligence; Automation; Biochemistry; Biomedical and Life Sciences; Biomedicine; Cognitive Psychology; Computer Science; Convulsions & seizures; Datasets; Decision making; Decision trees; Decomposition; Discrete Wavelet Transform; EEG; Electroencephalography; Epilepsy; Explainable artificial intelligence; Feature extraction; Feature selection; Foraging behavior; Fourier transforms; Genetic algorithms; Heuristic methods; Machine learning; Methods; Neurosciences; Optimization; Optimization techniques; Research Article; Seizures; Sensitivity; Signal processing; Simulated annealing; Social behavior; Support vector machines; Wavelet transforms; Random forest; Multichannel EEG; Explainable artificial intelligence (XAI); Epilepsy; SHAP-RELFR; Simulated annealing