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Finally, they employed Support Vector Machines (SVM) and Random Forest (RF) techniques to fuse information and create a factor combination model, successfully categorizing the miners fatigue states, with the best fatigue classification factors being ECG-FD and EMG, and the optimal feature combination being ECG-TD + ECG-FD + EMG, where SVM models demonstrated excellent recognition performance

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SSG of FAS at Cys294 enhances ligand binding, promotes receptor clustering within lipid rafts, and accelerates the activation of CASP8 and CASP3 45,46