Data Mining via Support Vector Machines.
Olvi L. MangasarianPublished in: System Modelling and Optimization (2001)
Keyphrases
- data mining
- support vector
- learning machines
- large margin classifiers
- logistic regression
- machine learning
- decision support
- data mining techniques
- association rules
- classification accuracy
- cluster analysis
- association rule mining
- training examples
- intrusion detection
- data mining algorithms
- data warehouse
- support vector machine
- knowledge discovery
- data analysis
- data mining methods
- feature selection
- homeland security
- outlier detection
- pattern mining
- data warehousing
- previously unknown
- data sets
- multi class
- artificial neural networks
- computer science
- information retrieval
- training data
- kernel function
- artificial intelligence
- support vector regression
- learning algorithm
- generalization bounds
- data mining problems
- clustering algorithm
- maximum margin
- face recognition
- binary classification
- generalization ability
- radial basis function
- text mining