The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem.
Ana Carolina LorenaGustavo E. A. P. A. BatistaAndré Carlos Ponce de Leon Ferreira de CarvalhoMaria Carolina MonardPublished in: SBRN (2002)
Keyphrases
- visual learning
- machine learning methods
- empirical studies
- learning algorithm
- computational cost
- significant improvement
- visual object recognition
- preprocessing
- learning process
- neural network
- high recognition rate
- learning models
- face recognition
- learning systems
- online learning
- recognition rate
- data mining techniques
- pattern recognition
- prior knowledge
- knowledge acquisition
- support vector
- probabilistic model
- human experts
- object recognition
- pattern languages
- learned models
- feature selection
- active learning