Inductive logic programming (ILP) is a subfield of symbolic artificial intelligence which uses logic programming as a uniform representation for examples, background knowledge and hypotheses. The term "inductive" here refers to philosophical (i.e. suggesting a theory to explain observed facts) rather than mathematical (i.e. proving a property for all members of a well-ordered set) induction. Given an encoding of the known background knowledge and a set of examples represented as a logical database of facts, an ILP system will derive a hypothesised logic program which entails all the positive and none of the negative examples.
Inductivelogicprogramming (ILP) is a subfield of symbolic artificial intelligence which uses logicprogramming as a uniform representation for examples...
Inductiveprogramming (IP) is a special area of automatic programming, covering research from artificial intelligence and programming, which addresses...
Logicprogramming is a programming, database and knowledge representation paradigm based on formal logic. A logicprogram is a set of sentences in logical...
Probabilistic logicprogramming is a programming paradigm that combines logicprogramming with probabilities. Most approaches to probabilistic logicprogramming are...
computer programming, and algebra to school children. Inductivelogicprogramming was another approach to learning that allowed logicprograms to be synthesized...
Progol is an implementation of inductivelogicprogramming that combines inverse entailment with general-to-specific search through a refinement graph...
representing hypotheses (and not only logicprogramming), such as functional programs. Inductivelogicprogramming is particularly useful in bioinformatics...
to model the uncertainty; some also build upon the methods of inductivelogicprogramming. Significant contributions to the field have been made since...
Abductive logicprogramming (ALP) is a high-level knowledge-representation framework that can be used to solve problems declaratively, based on abductive...
displaying short descriptions of redirect targets Inductivelogicprogramming – learning logicprograms from dataPages displaying wikidata descriptions...
theory Bayesian inference Information theory Inductive inference InductivelogicprogrammingInductive reasoning Learning Minimum message length Minimum...
ILP can refer to: Inductivelogicprogramming Information Leak Prevention Instruction-level parallelism Integer linear programming ilp., a 2013 album by...
Mooney, R. J et al. "Learning to parse database queries using inductivelogicprogramming." Proceedings of the national conference on artificial intelligence...
syllogistics and formulated an early system of inductivelogic, foreshadowing the system of inductivelogic developed by John Stuart Mill. During the Middle...
rules. There are several approaches to relational data mining: InductiveLogicProgramming (ILP) Statistical Relational Learning (SRL) Graph Mining Propositionalization...
Case-based reasoning Decision tree learning Inductivelogicprogramming Gaussian process regression Genetic programming Group method of data handling Kernel...
statistical inference Inductivelogicprogramming – learning logicprograms from dataPages displaying wikidata descriptions as a fallback Inductive probability –...
computer programming: Computer programming – process that leads from an original formulation of a computing problem to executable computer programs. Programming...
one stereoisomer over another Grammar induction Inductive bias Inductive probability Inductiveprogramming Rule induction Word-sense induction Backward induction...
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