Breast Density Classification for Cancer Detection Using DCT-PCA Feature Extraction and Classifier Ensemble.
Md Sarwar Morshedul HaqueMd. Rafiul HassanGalal M. BinMakhashenA. H. OwaidhJoarder KamruzzamanPublished in: ISDA (2017)
Keyphrases
- feature extraction
- classifier ensemble
- cancer detection
- principal component analysis
- image classification
- feature space
- mammographic images
- support vector machine svm
- feature vectors
- face recognition
- pattern recognition
- feature selection
- concept drifting data streams
- classification algorithm
- breast tissue
- dimensionality reduction
- classification accuracy
- feature set
- ensemble methods
- prostate cancer
- base classifiers
- digital mammograms
- svm classifier
- microarray
- support vector
- principal components
- unsupervised learning
- hyperplane
- gene selection
- text classification
- similarity measure
- decision trees
- multi class
- image processing
- machine learning