CS-IBC: Cuckoo search based incremental binary classifier for data streams.
Mohammed Ahmed Ali AbdualrhmanM. C. PadmaPublished in: J. King Saud Univ. Comput. Inf. Sci. (2019)
Keyphrases
- anomaly detection
- data streams
- streaming data
- binary classifiers
- error correcting output codes
- sliding window
- binary classification problems
- multi class svm
- stream data
- sensor networks
- multi class
- support vector
- multiple classifiers
- incremental learning
- training samples
- decision trees
- training set
- feature selection
- classifier systems
- svm classifier
- data sets
- sensor data
- classification method
- binary features
- image classification
- classification rate
- continuous data streams
- classifier combination
- class labels
- data distribution
- face detection
- support vector machine svm
- feature set
- feature space
- computer science
- training data
- learning algorithm