Cubical Homology-Based Machine Learning: An Application in Image Classification.
Seungho ChoeSheela RamannaPublished in: Axioms (2022)
Keyphrases
- image classification
- machine learning
- digital images
- bag of words
- learning algorithm
- image representation
- feature extraction
- pattern recognition
- knowledge discovery
- image features
- sparse coding
- machine learning algorithms
- visual features
- knowledge acquisition
- information retrieval
- artificial intelligence
- machine learning and data mining
- supervised machine learning
- class specific
- sparse representation
- learning systems
- computer vision
- feature selection
- text mining
- natural language processing
- computational biology
- information extraction
- support vector machine
- active learning
- multi label
- transfer learning
- inductive learning
- visual words
- topology preserving
- computational intelligence
- betti numbers
- inductive logic programming
- machine learning methods
- neural network
- expert systems
- data analysis
- reinforcement learning
- decision trees
- data mining