Systematic Review on Resting-State EEG for Alzheimer’s Disease Diagnosis and Progression Assessment

Table 29

Classifying Strategy.

Classifier	Articles
ANN	[101, 115, 117, 123, 126, 133, 140, 177]
ANOVA	[38]
Autoregressive models	[116]
Back predictive model	[116]
Decision tree	[91, 92]
k-nearest neighbor	[129, 133]
LDA	[40, 86, 93, 98, 125, 127, 133–135, 140, 171]
LR	[107, 113, 124, 128, 133, 178]
LRA	[41]
Nave Bayes	[133]
PANN	[87]
Parzen classifier	[133]
PCA	[139]
PDM-based model	[96]
PNN	[105]
QDA	[127, 133, 140]
ROC	[83, 109, 124, 130, 175, 176]
SMO	[133]
SVM	[58, 77, 84, 85, 94, 97, 100, 102, 112–114, 133, 136–139]
Takagi-Sugeno neurofuzzy inference system	[129]

ANN: artificial neural network; LDA: linear discriminant analysis; LR: logistic regression; LRA: logistic regression analyses; PANN: paraconsistent artificial neural network; PDM: principal dynamic mode; PNN: probabilistic neural network; QDA: quadratic discriminant analysis; SMO: sequential minimal optimization.