ACM Computing Surveys (CSUR)
A parallel implementation of cost-based abductive reasoning
PASCO '97 Proceedings of the second international symposium on Parallel symbolic computation
Probabilistic frame-based systems
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
ACM Computing Surveys (CSUR)
Probabilistic logic programming with conditional constraints
ACM Transactions on Computational Logic (TOCL)
Consistency restoriation and explanations in dynamic CSPs----application to configuration
Artificial Intelligence
Learning probabilistic relational models
Relational Data Mining
Complex Probabilistic Modeling with Recursive Relational Bayesian Networks
Annals of Mathematics and Artificial Intelligence
Automation and Remote Control
Current Approaches to Handling Imperfect Information in Data and Knowledge Bases
IEEE Transactions on Knowledge and Data Engineering
Network Engineering for Agile Belief Network Models
IEEE Transactions on Knowledge and Data Engineering
Part of Speech Tagging from a Logical Point of View
LACL '01 Proceedings of the 4th International Conference on Logical Aspects of Computational Linguistics
A Methodology for Multiple-Fault Diagnosis Based on the Independent Choice Logic
IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
Abduction in Logic Programming
Computational Logic: Logic Programming and Beyond, Essays in Honour of Robert A. Kowalski, Part I
Statistical Abduction with Tabulation
Computational Logic: Logic Programming and Beyond, Essays in Honour of Robert A. Kowalski, Part II
A Model-Based System for Pacemaker Reprogramming
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Argumentative Reasoning with ABEL
JELIA '02 Proceedings of the European Conference on Logics in Artificial Intelligence
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
Efficient EM Learning with Tabulation for Parameterized Logic Programs
CL '00 Proceedings of the First International Conference on Computational Logic
Logic, Knowledge Representation, and Bayesian Decision Theory
CL '00 Proceedings of the First International Conference on Computational Logic
Discovery of Unknown Causes from Unexpected Co-occurrence of Inferred Known Causes
DS '98 Proceedings of the First International Conference on Discovery Science
Probabilistic Relational Models
ILP '99 Proceedings of the 9th International Workshop 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
A Graphical Method for Parameter Learning of Symbolic-Statistical Models
DS '99 Proceedings of the Second International Conference on Discovery Science
Learning probabilistic models of link structure
The Journal of Machine Learning Research
ACM SIGKDD Explorations Newsletter
Reasoning with BKBs – Algorithms and Complexity
Annals of Mathematics and Artificial Intelligence
Complexity of probabilistic reasoning in directed-path singly-connected Bayes networks
Artificial Intelligence
Knowledge maintenance: the state of the art
The Knowledge Engineering Review
Combining probabilistic logic programming with the power of maximum entropy
Artificial Intelligence - Special issue on nonmonotonic reasoning
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
Case-factor diagrams for structured probabilistic modeling
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
A new characterization of probabilities in Bayesian networks
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Learning first-order probabilistic models with combining rules
ICML '05 Proceedings of the 22nd international conference on Machine learning
PRL: A probabilistic relational language
Machine Learning
Machine Learning
Extracting causal nets from databases
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Quantitative pharmacophore models with inductive logic programming
Machine Learning
Case-factor diagrams for structured probabilistic modeling
Journal of Computer and System Sciences
On automatic knowledge validation for Bayesian knowledge bases
Data & Knowledge Engineering
MEBN: A language for first-order Bayesian knowledge bases
Artificial Intelligence
Computer Methods and Programs in Biomedicine
Compressing probabilistic Prolog programs
Machine Learning
Sensor Resource Management driven by threat projection and priorities
Information Sciences: an International Journal
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
Learning probabilistic logic models from probabilistic examples
Machine Learning
Structured machine learning: the next ten years
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
Probabilistic Explanation Based Learning
ECML '07 Proceedings of the 18th European conference on Machine Learning
Counting Complexity of Minimal Cardinality and Minimal Weight Abduction
JELIA '08 Proceedings of the 11th European conference on Logics in Artificial Intelligence
A Game-Theoretic Measure of Argument Strength for Abstract Argumentation
JELIA '08 Proceedings of the 11th European conference on Logics in Artificial Intelligence
Force deployment analysis with generalized grammar
Information Fusion
A methodology for in-network evaluation of integrated logical-statistical models
Proceedings of the 6th ACM conference on Embedded network sensor systems
Semantic Science: Ontologies, Data and Probabilistic Theories
Uncertainty Reasoning for the Semantic Web I
On the Efficient Execution of ProbLog Programs
ICLP '08 Proceedings of the 24th International Conference on Logic Programming
Probabilistic reasoning with answer sets
Theory and Practice of Logic Programming
A probabilistic plan recognition algorithm based on plan tree grammars
Artificial Intelligence
Inconsistency tolerance in weighted argument systems
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
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
Learning first-order probabilistic models with combining rules
Annals of Mathematics and Artificial Intelligence
Tightly Coupled Probabilistic Description Logic Programs for the Semantic Web
Journal on Data Semantics XII
Turing's dream and the knowledge challenge
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
ICLP '09 Proceedings of the 25th International Conference on Logic Programming
Integrating Logical Reasoning and Probabilistic Chain Graphs
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Towards learning stochastic logic programs from proof-banks
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Probabilistic partial evaluation: exploiting rule structure in probabilistic inference
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Learning probabilities for noisy first-order rules
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
PRISM: a language for symbolic-statistical modeling
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Exploiting contextual independence in probabilistic inference
Journal of Artificial Intelligence Research
Exploiting causal independence in Bayesian network inference
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
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Counting complexity of propositional abduction
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
ProbLog: a probabilistic prolog and its application in link discovery
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Logic programming for robot control
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Cp-logic: A language of causal probabilistic events and its relation to logic programming
Theory and Practice of Logic Programming
First-order probabilistic inference
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Lifted first-order probabilistic inference
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
Exploiting structure in policy construction
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Annals of Mathematics and Artificial Intelligence
The theory of interval probabilistic logic programs
Annals of Mathematics and Artificial Intelligence
Evaluating abductive hypotheses using an EM algorithm on BDDs
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A hybrid plan recognition model for Alzheimer's patients: Interleaved-erroneous dilemma
Web Intelligence and Agent Systems
Integrating Logic Programming and Production Systems in Abductive Logic Programming Agents
RR '09 Proceedings of the 3rd International Conference on Web Reasoning and Rule Systems
Graphical models for imprecise probabilities
International Journal of Approximate Reasoning
A creative abduction approach to scientific and knowledge discovery
Knowledge-Based Systems
Revision of first-order Bayesian classifiers
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Learning to assign degrees of belief in relational domains
ILP'07 Proceedings of the 17th 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
CLP(BN): constraint logic programming for probabilistic knowledge
Probabilistic inductive logic programming
Basic principles of learning Bayesian logic programs
Probabilistic inductive logic programming
The independent choice logic and beyond
Probabilistic inductive logic programming
Knowledge representation for stochastic decision processes
Artificial intelligence today
Counting complexity of propositional abduction
Journal of Computer and System Sciences
Computing optimal policies for partially observable decision processes using compact representations
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
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
Effective Bayesian inference for stochastic programs
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
B2R: an algorithm for converting Bayesian networks to sets of rules
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
A probabilistic abduction engine for media interpretation based on ontologies
RR'10 Proceedings of the Fourth international conference on Web reasoning and rule systems
Weighted argument systems: Basic definitions, algorithms, and complexity results
Artificial Intelligence
Cost-based query answering in action probabilistic logic programs
SUM'10 Proceedings of the 4th international conference on Scalable uncertainty management
On the implementation of the probabilistic logic programming language problog
Theory and Practice of Logic Programming
Logical formalization of multimedia interpretation
Knowledge-driven multimedia information extraction and ontology evolution
Logic, probability and computation: foundations and issues of statistical relational AI
LPNMR'11 Proceedings of the 11th international conference on Logic programming and nonmonotonic reasoning
Probabilistic relational learning and inductive logic programming at a global scale
ILP'10 Proceedings of the 20th international conference on Inductive logic programming
Abductive plan recognition by extending Bayesian logic programs
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Logic programming and uncertainty
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
A new model of plan recognition
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Bayesian networks for dependability analysis: an application to digital control reliability
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Credal networks under maximum entropy
UAI'00 Proceedings of the Sixteenth 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
Context-specific approximation in probabilistic inference
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Exploiting the rule structure for decision making within the independent choice logic
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Exploiting uncertain and temporal information in correlation
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Structured arc reversal and simulation of dynamic probabilistic networks
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Object-oriented Bayesian networks
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Computational advantages of relevance reasoning in Bayesian belief networks
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Context-specific independence in Bayesian networks
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Probabilistic disjunctive logic programming
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Sample-and-accumulate algorithms for belief updating in Bayes networks
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Counterfactual probabilities: computational methods, bounds and applications
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
Revisiting the semantics of interval probabilistic logic programs
LPNMR'05 Proceedings of the 8th international conference on Logic Programming and Nonmonotonic Reasoning
Parametric dependability analysis through probabilistic Horn abduction
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
CLP(BN): constraint logic programming for probabilistic knowledge
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Statistical relational learning: an inductive logic programming perspective
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Probabilistic space partitioning in constraint logic programming
ASIAN'04 Proceedings of the 9th Asian Computing Science conference on Advances in Computer Science: dedicated to Jean-Louis Lassez on the Occasion of His 5th Cycle Birthday
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
Statistical relational learning: an inductive logic programming perspective
ECML'05 Proceedings of the 16th European conference on Machine Learning
Logical bayesian networks and their relation to other probabilistic logical models
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Probabilistic first-order theory revision from examples
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
Reference classes and relational learning
International Journal of Approximate Reasoning
Converting a naive bayes models with multi-valued domains into sets of rules
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Dominant decisions by argumentation agents
ArgMAS'09 Proceedings of the 6th international conference on Argumentation in Multi-Agent Systems
Using abductive inference and dynamic indexing to retrieve multimedia SGML documents
MIRO'95 Proceedings of the Final conference on Multimedia Information Retrieval
Dialogue strategies for multimedia retrieval: intertwining abductive reasoning and dialogue planning
MIRO'95 Proceedings of the Final conference on Multimedia Information Retrieval
Understanding tuberculosis epidemiology using structured statistical models
Artificial Intelligence in Medicine
Generalising the interaction rules in probabilistic logic
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Variational bayes inference for logic-based probabilistic models on BDDs
ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
Abductive reasoning for continual dialogue understanding
ESSLLI'10 Proceedings of the 2010 international conference on New Directions in Logic, Language and Computation
Inference in probabilistic logic programs with continuous random variables
Theory and Practice of Logic Programming
Discriminative learning of first-order weighted abduction from partial discourse explanations
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Parallel Abductive Query Answering in Probabilistic Logic Programs
ACM Transactions on Computational Logic (TOCL)
Oblivious bounds on the probability of boolean functions
ACM Transactions on Database Systems (TODS)
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