An architecture for bounded rationality
ACM SIGART Bulletin
A probabilistic terminological logic for modelling information retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic Datalog—a logic for powerful retrieval methods
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
STOC '99 Proceedings of the thirty-first annual ACM symposium on Theory of computing
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
First-order conditional logic for default reasoning revisited
ACM Transactions on Computational Logic (TOCL)
ACM Computing Surveys (CSUR)
Probabilistic logic programming with conditional constraints
ACM Transactions on Computational Logic (TOCL)
ACM Transactions on Database Systems (TODS)
Set-theoretic completeness for epistemic and conditional logic
Annals of Mathematics and Artificial Intelligence
Complex Probabilistic Modeling with Recursive Relational Bayesian Networks
Annals of Mathematics and Artificial Intelligence
A data model and algebra for probabilistic complex values
Annals of Mathematics and Artificial Intelligence
Informational Logic as a Tool for Automated Reasoning
Journal of Automated Reasoning
Three problems in computer science
Journal of the ACM (JACM)
Proof Length as an Uncertainty Factor in ILP
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Extension of the Relational Algebra to Probabilistic Complex Values
FoIKS '00 Proceedings of the First International Symposium on Foundations of Information and Knowledge Systems
Many-Valued Disjunctive Logic Programs with Probabilistic Semantics
LPNMR '99 Proceedings of the 5th International Conference on Logic Programming and Nonmonotonic Reasoning
Probalilistic Logic Programming under Maximum Entropy
ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
A Logic of Probability with Decidable Model-Checking
CSL '02 Proceedings of the 16th International Workshop and 11th Annual Conference of the EACSL on Computer Science Logic
Expressive Probability Models in Science
DS '99 Proceedings of the Second International Conference on Discovery Science
ACM SIGKDD Explorations Newsletter
The emergence of reasons conjecture
Journal of Applied Logic - Special issue on combining probability and logic
Combining probabilistic logic programming with the power of maximum entropy
Artificial Intelligence - Special issue on nonmonotonic reasoning
Bayesian networks and traffic accident reconstruction
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
A Framework for Management of Semistructured Probabilistic Data
Journal of Intelligent Information Systems
PRL: A probabilistic relational language
Machine Learning
Machine Learning
Discovery of empirical theories based on the measurement theory
Minds and Machines - Machine learning as experimental philosophy of science
From statistical knowledge bases to degrees of belief: an overview
Proceedings of the twenty-fifth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Informational logic in knowledge representation and automated deduction
AI Communications
Learning fuzzy rules with their implication operators
Data & Knowledge Engineering
MEBN: A language for first-order Bayesian knowledge bases
Artificial Intelligence
Improving inductive logic programming by using simulated annealing
Information Sciences: an International Journal
Efficient uncertainty management in complex event systems: saving the witch from Henzel & Gretel
Proceedings of the second international conference on Distributed event-based systems
Probabilistic description logic programs under inheritance with overriding for the Semantic Web
International Journal of Approximate Reasoning
Learning probabilistic logic models from probabilistic examples
Machine Learning
First-Order Probabilistic Languages: Into the Unknown
Inductive Logic Programming
Probabilistic and Logical Beliefs
Languages, Methodologies and Development Tools for Multi-Agent Systems
A Comparison between Two Statistical Relational Models
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
Scaling Most Probable World Computations in Probabilistic Logic Programs
SUM '08 Proceedings of the 2nd international conference on Scalable Uncertainty Management
Intelligent Data Analysis - New Methods in Bioinformatics Presented at the Fifth International Conference on Bioinformatics of Genome Regulation and Structure
A methodology for in-network evaluation of integrated logical-statistical models
Proceedings of the 6th ACM conference on Embedded network sensor systems
Probabilistic Logic over Paths
Electronic Notes in Theoretical Computer Science (ENTCS)
Probabilistic reasoning with answer sets
Theory and Practice of Logic Programming
Probabilistic-Logic Models: Reasoning and Learning with Relational Structures
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
Structure Learning of Markov Logic Networks through Iterated Local Search
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Probabilistic modelling, inference and learning using logical theories
Annals of Mathematics and Artificial Intelligence
Semantics and evaluation of top-k queries in probabilistic databases
Distributed and Parallel Databases
Embedded Probabilistic Programming
DSL '09 Proceedings of the IFIP TC 2 Working Conference on Domain-Specific Languages
Towards chemical universal turing machines
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Unifying logical and statistical AI
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Learning probabilities for noisy first-order rules
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Reasoning within fuzzy description logics
Journal of Artificial Intelligence Research
Random worlds and maximum entropy
Journal of Artificial Intelligence Research
Probabilistic deduction with conditional constraints over basic events
Journal of Artificial Intelligence Research
Statistical foundations for default reasoning
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 1
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
First-order probabilistic inference
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A probabilistic setting and lexical cooccurrence model for textual entailment
EMSEE '05 Proceedings of the ACL Workshop on Empirical Modeling of Semantic Equivalence and Entailment
Approximate inference for first-order probabilistic languages
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Combining probabilities, failures and safety in robot control
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Identifiability of path-specific effects
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
BLOG: probabilistic models with unknown objects
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Minimum cross-entropy reasoning: a statistical justification
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Reasoning about noisy sensors in the situation calculus
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Approaches to Uncertain or Imprecise Rules - A Survey
RuleML '09 Proceedings of the 2009 International Symposium on Rule Interchange and Applications
Learning first order fuzzy logic rules
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
A behavioral comparison of some probabilistic logic models
Probabilistic inductive logic programming
The Knowledge Engineering Review
First-order conditional logic revisited
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
P-CLASSIC: a tractable probablistic description logic
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Knowledge based activity recognition with dynamic bayesian network
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Irrelevance and conditioning in first-order probabilistic logic
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
A belief structure for reasoning about knowledge
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Boosting learning and inference in Markov logic through metaheuristics
Applied Intelligence
Learning statistical models from relational data
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Declarative programming for agent applications
Autonomous Agents and Multi-Agent Systems
KONT'07/KPP'07 Proceedings of the First international conference on Knowledge processing and data analysis
Probabilistic logic programming under inheritance with overriding
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Defining explanation in probabilistic systems
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Generating new beliefs from old
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Generating Bayesian networks from probability logic knowledge bases
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
A logic for default reasoning about probabilities
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Semantics for probabilistic inference
UAI'92 Proceedings of the Eighth international conference on Uncertainty in artificial intelligence
The PASCAL recognising textual entailment challenge
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
A lexical alignment model for probabilistic textual entailment
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Formal analysis of a probabilistic knowledge communication framework
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
Unifying logical and probabilistic reasoning
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Modelling metabolic pathways using stochastic logic programs-based ensemble methods
CMSB'04 Proceedings of the 20 international conference on Computational Methods in Systems Biology
On the combination of logical and probabilistic models for information analysis
Applied Intelligence
Reference classes and relational learning
International Journal of Approximate Reasoning
Coalgebraic correspondence theory
FOSSACS'10 Proceedings of the 13th international conference on Foundations of Software Science and Computational Structures
A note on logic and information retrieval
MIRO'95 Proceedings of the Final conference on Multimedia Information Retrieval
Description logics and fuzzy probability
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Experience-grounded semantics: a theory for intelligent systems
Cognitive Systems Research
Focused most probable world computations in probabilistic logic programs
Annals of Mathematics and Artificial Intelligence
Structured probabilistic inference
International Journal of Approximate Reasoning
ICALP'12 Proceedings of the 39th international colloquium conference on Automata, Languages, and Programming - Volume Part II
Probabilistic generalization of formal concepts
Programming and Computing Software
A probabilistic approach to modelling uncertain logical arguments
International Journal of Approximate Reasoning
Ontology-based access to probabilistic data with OWL QL
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
A first-order dynamic probability logic
ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Implicit learning of common sense for reasoning
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Modelling relational statistics with Bayes Nets
Machine Learning
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