Aleph
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Related Items (55)
On the use of stochastic local search techniques to revise first-order logic theories from examples ⋮ An empirical study of on-line models for relational data streams ⋮ FOLD-RM: A Scalable, Efficient, and Explainable Inductive Learning Algorithm for Multi-Category Classification of Mixed Data ⋮ Inductive logic programming at 30 ⋮ Inclusion of domain-knowledge into GNNs using mode-directed inverse entailment ⋮ Ultra-strong machine learning: comprehensibility of programs learned with ILP ⋮ Nonmonotonic abductive inductive learning ⋮ Consensus-based modeling using distributed feature construction with ILP ⋮ Advances in integrative statistics for logic programming ⋮ The complexity and generality of learning answer set programs ⋮ Unnamed Item ⋮ Explaining mixture models through semantic pattern mining and banded matrix visualization ⋮ Automated generation of control concepts annotation rules using inductive logic programming. System description ⋮ FOLD-R++: a scalable toolset for automated inductive learning of default theories from mixed data ⋮ Lifting symmetry breaking constraints with inductive logic programming ⋮ Iterative Learning of Answer Set Programs from Context Dependent Examples ⋮ Meta-interpretive learning of higher-order dyadic datalog: predicate invention revisited ⋮ Semi-supervised online structure learning for composite event recognition ⋮ Lifted discriminative learning of probabilistic logic programs ⋮ Learning goal hierarchies from structured observations and expert annotations ⋮ Quantitative pharmacophore models with inductive logic programming ⋮ First order random forests: Learning relational classifiers with complex aggregates ⋮ Gleaner: Creating ensembles of first-order clauses to improve recall-precision curves ⋮ Learning higher-order logic programs ⋮ Constructing generative logical models for optimisation problems using domain knowledge ⋮ Inductive general game playing ⋮ Propositionalization and embeddings: two sides of the same coin ⋮ Learning to rank the distinctiveness of behaviour in serial offending ⋮ Gradient-based boosting for statistical relational learning: the relational dependency network case ⋮ Data and task parallelism in ILP using mapreduce ⋮ Unnamed Item ⋮ The lattice structure and refinement operators for the hypothesis space bounded by a bottom clause ⋮ Using the bottom clause and mode declarations in FOL theory revision from examples ⋮ An investigation into feature construction to assist word sense disambiguation ⋮ kLog: a language for logical and relational learning with kernels ⋮ White-box Induction From SVM Models: Explainable AI with Logic Programming ⋮ Fast theta-subsumption with constraint satisfaction algorithms ⋮ Formulating the template ILP consistency problem as a constraint satisfaction problem ⋮ Structure learning for relational logistic regression: an ensemble approach ⋮ ProGolem: A System Based on Relative Minimal Generalisation ⋮ Efficient and Scalable Induction of Logic Programs Using a Deductive Database System ⋮ Using SWISH to Realize Interactive Web-based Tutorials for Logic-based Languages ⋮ ILP :- Just Trie It ⋮ Parallel ILP for distributed-memory architectures ⋮ Learning programs by learning from failures ⋮ Introducing possibilistic logic in ILP for dealing with exceptions ⋮ Incorporating symbolic domain knowledge into graph neural networks ⋮ Subsumer: A Prolog theta-subsumption engine ⋮ Learning from positive and unlabeled data: a survey ⋮ TopLog: ILP Using a Logic Program Declarative Bias ⋮ Induction and Exploitation of Subgoal Automata for Reinforcement Learning ⋮ Unnamed Item ⋮ Learning explanations for biological feedback with delays using an event calculus ⋮ Learning any memory-less discrete semantics for dynamical systems represented by logic programs ⋮ Lifted graphical models: a survey
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