A Movie Recommender System based on Ensemble of Transductive SVM Classifiers.
Aristomenis S. LampropoulosParaskevi S. LampropoulouGeorge A. TsihrintzisPublished in: IJCCI (NCTA) (2011)
Keyphrases
- svm classifier
- recommender systems
- final classification
- support vector
- training set
- support vector machine
- semi supervised
- support vector machine svm
- image classification
- radial basis function kernel
- kernel function
- support vectors
- unlabeled data
- collaborative filtering
- user ratings
- text classification
- feature vectors
- ensemble learning
- kernel matrix
- user preferences
- decision function
- semi supervised learning
- transductive learning
- ensemble methods
- feature selection
- svm classification
- ensemble classifier
- hyperplane
- neural network
- random forest
- labeled data
- reduced set
- user profiles
- cross validation
- binary classification
- ls svm
- base classifiers
- radial basis function
- text categorization
- supervised learning
- active learning
- pairwise
- feature space
- training data
- data mining