GRIL: A $2$-parameter Persistence Based Vectorization for Machine Learning.
Cheng XinSoham MukherjeeShreyas N. SamagaTamal K. DeyPublished in: TAG-ML (2023)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- semi supervised learning
- parameter values
- input parameters
- learning algorithm
- pattern recognition
- supervised learning
- information extraction
- parameter space
- parameter settings
- learning systems
- computational intelligence
- active learning
- databases
- decision trees
- line segments
- feature selection
- computer vision
- learning tasks
- application of machine learning methods
- knowledge acquisition
- statistical learning
- knowledge engineering
- control parameters
- optimal parameters
- machine learning and data mining
- straight line
- kernel methods
- text classification
- knowledge representation
- expert systems
- computer science
- e learning
- genetic algorithm
- data mining