FI-CBL: A Probabilistic Method for Concept-Based Learning with Expert Rules.
Lev V. UtkinAndrei V. KonstantinovStanislav R. KirpichenkoPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- detection method
- probabilistic model
- high accuracy
- online learning
- cost function
- learning scheme
- human experts
- significant improvement
- unsupervised learning
- computational cost
- classification accuracy
- support vector machine
- inference process
- segmentation method
- text categorization
- edge detection
- objective function
- dynamic programming
- learning process
- preprocessing
- computational complexity
- clustering method
- pairwise
- decision rules
- learning tasks
- association rules