Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer's Disease with Fuzzy-Rough Feature Selection.
Tianhua ChenChangjing ShangPan SuYinghua ShenMufti MahmudRaymond MoodleyGrigoris AntoniouQiang ShenPublished in: UKCI (2021)
Keyphrases
- feature selection
- severe acute respiratory syndrome
- text categorization
- feature selection algorithms
- decision making
- text classification
- cognitive science
- information processing
- mutual information
- feature set
- information gain
- early diagnosis
- support vector
- dimensionality reduction
- selected features
- model selection
- method for feature selection
- cognitive processes
- disease diagnosis
- discriminative features
- computer aided diagnosis
- feature extraction
- computational models
- microarray data
- classification accuracy
- image analysis
- unsupervised feature selection
- age related
- machine learning
- working memory
- cognitive model
- feature weighting
- model based diagnosis
- feature subset
- multi class
- feature space
- data analysis