Author/Editor | Podgorelec, V; Rozman, I | |
Title | Classification of patients with Alzheimer disease with automatic programming | |
Type | članek | |
Source | IFMBE Proc | |
Vol. and No. | Letnik 3, št. 1 | |
Publication year | 2002 | |
Volume | str. 698-9 | |
Language | eng | |
Abstract | In the paper we study an approach to the classification of Alzheimer patients based on the EEG signals. For this purpose we developed a method called AREX to extract important attributes out of EEG signals which serve as the input for clas- sification methods, like decision trees. We evaluate the classification results obtained with our AREX method for the induction of classification rules and compare them to a variety of other classification methods. The presented method shows very promis- ing results. | |
Descriptors | ALZHEIMER'S DISEASE ELECTROENCEPHALOGRAPHY |