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Inductive logic programming

💡 Words with a Similar Meaning to "Inductive logic programming"

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WordDefinition
constraint logic programminga form of constraint programming, in which logic programming is extended to include concepts from constraint satisfaction.
probabilistic programminga programming paradigm in which probabilistic models are specified and inference for these models is performed automatically.
automated theorem proving(also known as ATP or automated deduction) a subfield of automated reasoning and mathematical logic dealing with proving mathematical theorems by computer programs.
first-order logicnoun(logic) A formal deductive system extended from propositional logic with the possibility to quantify over individuals of the domain of discourse.
abstract algebraic logicIn mathematical logic, abstract algebraic logic is the study of the algebraization of deductive systems
probabilistic logicProbabilistic logic (also probability logic and probabilistic reasoning) involves the use of probability and logic to deal with uncertain situations.
lambda calculusnoun(computing theory) Any of a family of functionally complete algebraic systems in which lambda expressions are evaluated according to a fixed set of rules to produce values, which may themselves be lambda expressions.
formal epistemologyFormal epistemology uses formal methods from decision theory, logic, probability theory and computability theory to model and reason about issues of epistemological interest.
computer algebraIn mathematics and computer science, computer algebra, also called symbolic computation or algebraic computation, is a scientific area that refers to the study and development of algorithms and software for manipulating mathematical expressions and other mathematical objects.
sld resolution(Selective Linear Definite clause resolution) the basic inference rule used in logic programming.
theoretical computer sciencea subfield of computer science and mathematics that focuses on the abstract and mathematical foundations of computation.
formal sciencenounA study that is concerned with theoretical formal systems, such as logic, mathematics, systems theory and the theoretical branches of computer science, information theory, statistics, and linguistics.
natural deductionnounA kind of proof calculus in which logical reasoning is expressed by inference rules closely related to the "natural" way of reasoning, in contrast to axiomatic systems.
formal concept analysisIn information science, formal concept analysis is a principled way of deriving a concept hierarchy or formal ontology from a collection of objects and their properties.
case-based reasoningnoun(computing) The process of solving new problems based on the known solutions of similar problems encountered in the past.
structural inductiona proof method that is used in mathematical logic (e.g., in the proof of Łoś' theorem), computer science, graph theory, and some other mathematical fields.
statistical learning theorya framework for machine learning drawing from the fields of statistics and functional analysis.
markov logic networkA Markov logic network is a probabilistic logic which applies the ideas of a Markov network to first-order logic, defining probability distributions on possible worlds on any given domain .
deep reinforcement learning(deep RL) a subfield of machine learning that combines reinforcement learning and deep learning.
computational topologyAlgorithmic topology, or computational topology, is a subfield of topology with an overlap with areas of computer science, in particular, computational geometry and computational complexity theory.

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