Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects - Mammone, Nadia; Ieracitano, Cosimo; Adeli, Hojjat; Bramanti, Alessia; Morabito, Francesco C. (IEEE transaction on neural networks and learning systems, 2018)
Keywords: Alzheimer's disease; Alzheimer’s Disease (AD); Brain; brain connectivity; Cluster analysis; Clustering; Cognitive ability; Coherence; Complexity theory; Connectivity; Coupling; Couplings; Dementia; Density; EEG; Electrodes; electroencephalographic (EEG); Electroencephalography; Evaluation; hierarchical clustering (HC); Information processing; Learning algorithms; Machine learning; mild cognitive impairment (MCI); network density; Neural networks; Nonlinear analysis; Optical wavelength conversion; Patients; permutation entropy (PE); permutation Jaccard distance (PJD); Permutations; Signal processing; Strength; Wavelet analysis