Learning probabilistic relational models
Relational Data Mining
Parameter Learning in Object-Oriented Bayesian Networks
Annals of Mathematics and Artificial Intelligence
Learning Probabilistic Relational Models
SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation
Fusion of domain knowledge with data for structural learning in object oriented domains
The Journal of Machine Learning Research
ACM SIGKDD Explorations Newsletter
A new characterization of probabilities in Bayesian networks
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
PRL: A probabilistic relational language
Machine Learning
Ultra-efficient (embedded) SOC architectures based on probabilistic CMOS (PCMOS) technology
Proceedings of the conference on Design, automation and test in Europe: Proceedings
Question answering based on semantic structures
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Probabilistic system-on-a-chip architectures
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Parameter learning for relational Bayesian networks
Proceedings of the 24th international conference on Machine learning
Learning to assign degrees of belief in relational domains
Machine Learning
BayesStore: managing large, uncertain data repositories with probabilistic graphical models
Proceedings of the VLDB Endowment
An Inductive Logic Programming Approach to Statistical Relational Learning
Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
Applying OPRMs to Recursive Probability Models
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Turing's dream and the knowledge challenge
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Approximate inference for first-order probabilistic languages
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Automated compilation of Object-Oriented Probabilistic Relational Models
International Journal of Approximate Reasoning
OCCAM: ontology-based computational contextual analysis and modeling
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Probabilistic inductive logic programming
Probabilistic inductive logic programming
Temporal action-graph games: a new representation for dynamic games
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Combining intensional with extensional query evaluation in tuple independent probabilistic databases
Information Sciences: an International Journal
Patterns discovery for efficient structured probabilistic inference
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
Toward general analysis of recursive probability models
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Probabilistic reasoning techniques for the tactical military domain
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Representation and reasoning for recursive probability models
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Structured probabilistic inference
International Journal of Approximate Reasoning
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