A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection.
Yan ZhongTengyue LiSimon FongXuqi LiAntonio J. Tallón-BallesterosSabah MohammedPublished in: HAIS (2021)
Keyphrases
- preprocessing
- detection method
- classification accuracy
- support vector machine svm
- feature extraction
- classification process
- classification algorithm
- data pre processing
- cross entropy
- decision rules
- classification scheme
- benchmark data sets
- pattern classification
- detection algorithm
- machine learning methods
- support vector machine
- dimension reduction
- covariance matrix
- subspace methods
- machine learning
- tangent distance
- cross validation
- low dimensional
- image classification
- feature set
- supervised learning
- probabilistic model
- pattern recognition
- face recognition
- decision trees
- learning algorithm