Machine learning and pattern classification in identification of indigenous retinal pathology.
Herbert F. JelinekAnderson RochaTiago Jose de CarvalhoSiome GoldensteinJacques WainerPublished in: EMBC (2011)
Keyphrases
- pattern classification
- machine learning
- pattern recognition
- nearest neighbor rule
- human identification
- mobile phone
- feature extraction
- fuzzy classifier
- pattern classification problems
- machine learning methods
- probabilistic neural network
- retinal images
- decision boundary
- blood vessels
- parzen window
- linear dimensionality reduction
- vowel recognition
- data mining
- learning tasks
- learning algorithm
- support vector machine
- multiscale
- feature selection
- computational intelligence
- radial basis function neural network
- active learning
- decision trees
- neural network
- text classification
- mass spectrometry data
- image processing
- supervised learning
- information and communication technologies
- signal processing
- statistical methods