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Probabilistic frame-based systems

AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence

Probabilistic logic programming with conditional constraints

ACM Transactions on Computational Logic (TOCL)

Parameter Estimation in Stochastic Logic Programs

Machine Learning

Learning probabilistic relational models

Relational Data Mining

Complex Probabilistic Modeling with Recursive Relational Bayesian Networks

Annals of Mathematics and Artificial Intelligence

Statistical Abduction with Tabulation

Computational Logic: Logic Programming and Beyond, Essays in Honour of Robert A. Kowalski, Part II

Efficient EM Learning with Tabulation for Parameterized Logic Programs

CL '00 Proceedings of the First International Conference on Computational Logic

ILP: Just Do It

CL '00 Proceedings of the First International Conference on Computational Logic

Probabilistic Relational Models

ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming

ILP: Just Do It

ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming

Adaptive Bayesian Logic Programs

ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming

Towards Combining Inductive Logic Programming with Bayesian Networks

ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming

Relational Markov models and their application to adaptive web navigation

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Ilp: a short look back and a longer look forward

The Journal of Machine Learning Research

Building large knowledge bases by mass collaboration

Proceedings of the 2nd international conference on Knowledge capture

Probabilistic logic learning

ACM SIGKDD Explorations Newsletter

Combining probabilistic logic programming with the power of maximum entropy

Artificial Intelligence - Special issue on nonmonotonic reasoning

Propositional and relational Bayesian networks associated with imprecise and qualitative probabilistic assessments

UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence

Mixtures of deterministic-probabilistic networks and their AND/OR search space

UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence

Spatial bayesian learning algorithms for geographic information retrieval

Proceedings of the 13th annual ACM international workshop on Geographic information systems

Markov logic networks

Machine Learning

Diagnosis using a first-order stochastic language that learns

Expert Systems with Applications: An International Journal

MEBN: A language for first-order Bayesian knowledge bases

Artificial Intelligence

Reasoning with recursive loops under the PLP framework

ACM Transactions on Computational Logic (TOCL)

Probabilistic logic with independence

International Journal of Approximate Reasoning

Probabilistic description logic programs under inheritance with overriding for the Semantic Web

International Journal of Approximate Reasoning

Learning to assign degrees of belief in relational domains

Machine Learning

A glimpse of symbolic-statistical modeling by PRISM

Journal of Intelligent Information Systems

First-Order Probabilistic Languages: Into the Unknown

Inductive Logic Programming

A Survey of Formal Verification for Business Process Modeling

ICCS '08 Proceedings of the 8th international conference on Computational Science, Part II

A Comparison between Two Statistical Relational Models

ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming

Managing Uncertainty and Vagueness in Description Logics, Logic Programs and Description Logic Programs

Reasoning Web

Just Add Weights: Markov Logic for the Semantic Web

Uncertainty Reasoning for the Semantic Web I

Probabilistic reasoning with answer sets

Theory and Practice of Logic Programming

An Inductive Logic Programming Approach to Statistical Relational Learning

Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning

Mixed deterministic and probabilistic networks

Annals of Mathematics and Artificial Intelligence

Logical hidden Markov models

Journal of Artificial Intelligence Research

Parameter learning of logic programs for symbolic-statistical modeling

Journal of Artificial Intelligence Research

Learning probabilistic relational models

IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2

Using the probabilistic logic programming language P-log for causal and counterfactual reasoning and non-naive conditioning

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Cp-logic: A language of causal probabilistic events and its relation to logic programming

Theory and Practice of Logic Programming

Generative modeling with failure in PRISM

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Approximate well-founded semantics, query answering and generalized normal logic programs over lattices

Annals of Mathematics and Artificial Intelligence

Graphical models for imprecise probabilities

International Journal of Approximate Reasoning

Revision of first-order Bayesian classifiers

ILP'02 Proceedings of the 12th international conference on Inductive logic programming

Probabilistic inductive logic programming

Probabilistic inductive logic programming

New advances in logic-based probabilistic modeling by PRISM

Probabilistic inductive logic programming

Basic principles of learning Bayesian logic programs

Probabilistic inductive logic programming

Model failure and context switching using logic-based stochastic

Journal of Computer Science and Technology

Automatic ontology evolution in open and dynamic computing environments

ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part III

Logic programming and uncertainty

SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management

Loglinear models for first-order probabilistic reasoning

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence

Probabilistic logic programming under inheritance with overriding

UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence

Probabilistic logic with strong independence

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence

Logical bayesian networks and their relation to other probabilistic logical models

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming

Deriving a stationary dynamic bayesian network from a logic program with recursive loops

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming

On the combination of logical and probabilistic models for information analysis

Applied Intelligence

Understanding tuberculosis epidemiology using structured statistical models

Artificial Intelligence in Medicine