Scalable Homology Classification through Decomposed Euler Characteristic Curves.
Nicholas O. MalottPhilip A. WilseyPublished in: BigData (2023)
Keyphrases
- classification accuracy
- feature extraction
- pattern recognition
- decision trees
- support vector machine svm
- support vector
- pattern classification
- unsupervised learning
- svm classifier
- digital images
- classification algorithm
- feature vectors
- training set
- automatic classification
- classification scheme
- classification rules
- classification rate
- classification systems
- machine learning
- image classification
- support vector machine
- feature space
- preprocessing
- image processing
- data sets
- training samples
- dimensionality reduction
- b spline
- differential equations
- classification models
- similarity measure
- feature selection