Integration of deep feature extraction and ensemble learning for outlier detection.
Debasrita ChakrabortyVaasudev NarayananAshish GhoshPublished in: Pattern Recognit. (2019)
Keyphrases
- outlier detection
- ensemble learning
- feature extraction
- generalization ability
- ensemble methods
- detection algorithm
- feature selection
- data streams
- random forest
- detecting outliers
- data mining
- knowledge discovery
- image classification
- concept drift
- feature vectors
- support vector machine svm
- unlabeled data
- detect outliers
- base classifiers
- feature set
- multi dimensional
- principal component analysis
- support vector machine
- machine learning
- real world
- data sets
- semi supervised learning
- database
- supervised learning
- classification accuracy
- face recognition
- information retrieval
- ensemble classifier