Dementia Detection Using Weighted Direction Index Histograms and SVM for Clock Drawing Test.
Tomoaki ShigemoriHiroharu KawanakaYulia HicksRossi SetchiHaruhiko TakaseShinji TsuruokaPublished in: KES (2016)
Keyphrases
- support vector machine svm
- detection method
- automatic detection
- knn
- fold cross validation
- support vector
- neural network
- false positives
- high speed
- detection algorithm
- feature selection
- support vector machine
- object detection
- anomaly detection
- similarity index
- training data
- generalization ability
- power consumption
- classification using support vector machines
- feature vectors
- data sets
- false alarms
- kernel methods
- classification method
- feature extraction
- kernel function
- pattern recognition
- object recognition