Classification of Data Streams Applied to Insect Recognition: Initial Results.
Vinícius M. A. de SouzaDiego Furtado SilvaGustavo E. A. P. A. BatistaPublished in: BRACIS (2013)
Keyphrases
- data streams
- pattern recognition
- automatic recognition
- feature extraction
- object classification
- recognition rate
- object recognition
- high recognition rate
- preprocessing
- image classification
- unsupervised learning
- feature extraction and selection
- recognition accuracy
- decision rules
- neural network
- decision trees
- text classification
- model selection
- data sets
- training samples
- support vector machine svm
- sliding window
- correct recognition
- robust detection
- feature vectors
- pattern classification
- swarm intelligence
- pattern recognition tasks
- computer vision
- preprocessing stage
- stream data
- feature selection
- principal component analysis
- classification rules
- data distribution
- classification accuracy
- supervised learning