Support vector machines in engineering: an overview.
Sancho Salcedo-SanzJosé Luis Rojo-ÁlvarezManel Martínez-RamónGustavo Camps-VallsPublished in: WIREs Data Mining Knowl. Discov. (2014)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- logistic regression
- kernel function
- multi class
- computer science
- binary classification
- feature selection
- classification accuracy
- software engineering
- engineering design
- kernel methods
- generalization ability
- maximum margin
- loss function
- cross validation
- information retrieval
- computer aided design
- flowshop
- svm classifier
- case study
- artificial intelligence
- radial basis function
- training examples
- scheduling problem
- support vectors
- multi class classification
- genetic algorithm
- current status
- systems engineering
- future trends
- generalization bounds
- real time
- materials science