Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting.
Andrea PasseriniPaolo FrasconiLuc De RaedtPublished in: Probabilistic, Logical and Relational Learning (2005)
Keyphrases
- statistical learning
- theorem proving
- model selection
- inductive logic programming
- information theory
- logic programming
- supervised learning
- statistical learning theory
- decision trees
- multi view face detection
- tree kernels
- statistical inference
- programming language
- knowledge representation
- text mining
- kernel function
- background knowledge
- kernel methods
- statistics and machine learning
- structured sparsity
- data analysis
- artificial intelligence
- multiple kernel learning
- knowledge base
- support vector
- information retrieval
- computer vision
- similarity measure
- reinforcement learning
- semi supervised learning
- feature space
- image registration