Recognizing Patterns of Music Signals to Songs Classification Using Modified AIS-Based Classifier.
Noor Azilah DramanSabrina AhmadAzah Kamilah MudaPublished in: ICSECS (2) (2011)
Keyphrases
- classification method
- classification process
- classification algorithm
- classification scheme
- class labels
- learning vector quantization
- svm classifier
- classification models
- training set
- jumping emerging patterns
- nearest neighbor classifier
- support vector
- classification rate
- final classification
- decision trees
- binary classifiers
- feature space
- classification accuracy
- feature selection
- higher classification accuracy
- support vector machine
- multi category
- k nearest neighbour
- music information retrieval
- feature set
- high classification accuracy
- nearest neighbour
- multiple classifiers
- decision boundary
- lung disease
- supervised classification
- machine learning
- probabilistic classifiers
- music recommendation
- associative classifiers
- training samples
- decision tree classifiers
- music retrieval
- classifier combination
- multiple classifier systems
- classification decisions
- pattern recognition
- feature vectors
- knn
- feature reduction
- signal processing
- emerging patterns
- multiclass classification
- support vector machine svm
- multi class
- audio signal
- image classification
- audio signals
- feature extraction and classification
- classifier ensemble
- active learning
- fold cross validation
- ensemble classifier
- repeating patterns
- fuzzy support vector machine
- text classifiers
- naive bayes classifier
- class imbalance
- text classification
- learning algorithm