Metric learning for monotonic classification: turning the space up to the limits of monotonicity.
Juan-Luis SuárezGermán González-AlmagroSalvador GarcíaFrancisco HerreraPublished in: Appl. Intell. (2024)
Keyphrases
- text mining
- metric learning
- text classification
- distance metric learning
- nearest neighbor classification
- machine learning
- distance metric
- machine learning and pattern recognition
- margin maximization
- feature space
- discriminative information
- semi supervised
- dimensionality reduction
- distance function
- pairwise
- learning tasks
- feature extraction
- image classification
- semi supervised learning
- feature selection
- classification accuracy
- multi task
- pattern recognition
- support vector machine
- fully supervised
- subject to linear constraints
- gender classification
- kernel learning
- machine learning algorithms
- low dimensional