Applying support vector machines and mutual information to book losses prediction.
Antonio Miguel MoraLuis Javier HerreraJosé Miguel Urquiza OrtizIgnacio RojasJuan Julián Merelo GuervósPublished in: IJCNN (2010)
Keyphrases
- mutual information
- support vector
- learning machines
- feature selection
- large margin classifiers
- image registration
- book covers
- information theoretic
- prediction accuracy
- similarity measure
- book presents
- conditional mutual information
- predictive model
- loss function
- logistic regression
- cross validation
- researchers and practitioners
- cutting edge
- topics covered include
- prediction algorithm
- classification accuracy
- medical image registration
- maximum margin
- soft margin
- support vectors
- prediction error
- kernel function
- computer vision
- normalized mutual information
- multimodal image registration
- search engine
- mutual information maximization
- generalization ability
- cd rom
- prediction model
- support vector machine svm
- support vector machine
- scheduling problem