Ensemble of on-line signature matchers based on OverComplete feature generation.
Alessandra LuminiLoris NanniPublished in: Expert Syst. Appl. (2009)
Keyphrases
- feature generation
- inductive learning
- text categorization
- statistical approaches
- linear combination
- random forests
- information extraction
- ensemble methods
- word sense disambiguation
- feature representations
- generation method
- classifier ensemble
- ensemble learning
- machine learning
- feature selection
- neural network
- selection strategy
- semantic features
- sparse representation
- random forest
- statistical modeling
- feature construction
- constructive induction
- wordnet
- knowledge acquisition
- training data
- image features
- classification accuracy
- inductive logic programming
- training set
- prediction accuracy