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Logic programming, abduction and probability

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Using definite clauses and integrity constraints as the basis for a theory formation approach to diagnostic reasoning
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Theorist: A Logical Reasoning System for Defaults and Diagnosis
inferredcites →https://doi.org/10.1007/978-1-4684-3384-5_11openalex-snapshot
Negation as Failure
inferredcites →https://doi.org/10.1007/978-3-642-83189-8openalex-snapshot
Foundations of Logic Programming
inferredcites →https://doi.org/10.1007/bf01531174openalex-snapshot
A prolog-like inference system for computing minimum-cost abductive explanations in natural-language interpretation
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Compiling a default reasoning system into Prolog
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Acyclic programs
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The occur-check problem in Prolog
inferredcites →https://doi.org/10.1016/0004-3702(85)90084-0openalex-snapshot
Depth-first iterative-deepening
inferredcites →https://doi.org/10.1016/0004-3702(88)90077-xopenalex-snapshot
A logical framework for default reasoning
inferredcites →https://doi.org/10.1016/0004-3702(92)90030-2openalex-snapshot
Linear resolution for consequence finding
inferredcites →https://doi.org/10.1016/0004-3702(93)90061-fopenalex-snapshot
Probabilistic Horn abduction and Bayesian networks
inferredcites →https://doi.org/10.1016/b978-1-55860-203-8.50039-5openalex-snapshot
Representing Bayesian Networks within Probabilistic Horn Abduction
inferredcites →https://doi.org/10.1093/logcom/1.5.661openalex-snapshot
On the Relationship Between Abduction and Deduction
inferredcites →https://doi.org/10.1109/mex.1987.4307074openalex-snapshot
The Art of Prolog
inferredcites →https://doi.org/10.1111/j.1467-8640.1991.tb00331.xopenalex-snapshot
Using crucial literals to select better theories
inferredcites →https://doi.org/10.1117/12.169384openalex-snapshot
Real-time value-driven diagnosis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Abduction in Logic Programming
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Probabilistic Inductive Querying Using ProbLog
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Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming
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Implementing Probabilistic Abductive Logic Programming with Constraint Handling Rules
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Abductive Logic Grammars
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Large-Scale Cost-Based Abduction in Full-Fledged First-Order Predicate Logic with Cutting Plane Inference
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Logical Argumentation, Abduction and Bayesian Decision Theory: A Bayesian Approach to Logical Arguments and Its Application to Legal Evidential Reasoning
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Probabilistic inductive constraint logic
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Model Failure and Context Switching Using Logic-Based Stochastic Models
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Weighted Abduction for Discourse Processing Based on Integer Linear Programming
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