One-Class SVMs Challenges in Audio Detection and Classification Applications.
Asma RabaouiHachem KadriZied LachiriNoureddine EllouzePublished in: EURASIP J. Adv. Signal Process. (2008)
Keyphrases
- lessons learned
- classification accuracy
- pattern recognition
- decision rules
- pattern classification
- support vector machine
- robust detection
- decision trees
- feature extraction
- support vector
- machine learning
- feature vectors
- classification algorithm
- digital mammograms
- signal processing
- supervised learning
- benchmark datasets
- detection algorithm
- classification models
- neural network
- automatic classification
- training set
- classification systems
- multi modal
- feature extraction and classification
- automatic detection
- microcalcification clusters
- visual information
- detection method
- support vector machine svm
- image classification
- feature space
- preprocessing
- multimedia
- feature selection
- real world