Artificial Intelligence
Fusion, propagation, and structuring in belief networks
Artificial Intelligence
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Reasoning about knowledge and probability
Journal of the ACM (JACM)
Design patterns: elements of reusable object-oriented software
Design patterns: elements of reusable object-oriented software
The uncertain reasoner's companion: a mathematical perspective
The uncertain reasoner's companion: a mathematical perspective
Machine Learning - special issue on inductive logic programming
Characterizing the principle of minimum cross-entropy within a conditional-logical framework
Artificial Intelligence
Conditional logic and the principle of entropy
Artificial Intelligence
Learning Probabilistic Models of Relational Structure
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Maximum Entropy Modeling with Clausal Constraints
ILP '97 Proceedings of the 7th International Workshop on Inductive Logic Programming
Combining probabilistic logic programming with the power of maximum entropy
Artificial Intelligence - Special issue on nonmonotonic reasoning
Java(TM) Language Specification, The (3rd Edition) (Java (Addison-Wesley))
Java(TM) Language Specification, The (3rd Edition) (Java (Addison-Wesley))
PRL: A probabilistic relational language
Machine Learning
Machine Learning
Comparison of graph-based and logic-based multi-relational data mining
ACM SIGKDD Explorations Newsletter
Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning)
Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning)
SUM '08 Proceedings of the 2nd international conference on Scalable Uncertainty Management
Probabilistic reasoning with answer sets
Theory and Practice of Logic Programming
Bayesian Networks and Decision Graphs
Bayesian Networks and Decision Graphs
Using Histograms to Better Answer Queries to Probabilistic Logic Programs
ICLP '09 Proceedings of the 25th International Conference on Logic Programming
Equipping robot control programs with first-order probabilistic reasoning capabilities
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Compiling relational Bayesian networks for exact inference
International Journal of Approximate Reasoning
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Probabilistic inductive logic programming
Probabilistic inductive logic programming
A behavioral comparison of some probabilistic logic models
Probabilistic inductive logic programming
Model-theoretic expressivity analysis
Probabilistic inductive logic programming
Markov Logic: An Interface Layer for Artificial Intelligence
Markov Logic: An Interface Layer for Artificial Intelligence
Relational probabilistic conditional reasoning at maximum entropy
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Probabilistic logics in expert systems: approaches, implementations, and applications
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
KI'11 Proceedings of the 34th Annual German conference on Advances in artificial intelligence
Coherent knowledge processing at maximum entropy by spirit
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Algebraic knowledge discovery using haskell
PADL'07 Proceedings of the 9th international conference on Practical Aspects of Declarative Languages
The relationship of the logic of big-stepped probabilities to standard probabilistic logics
FoIKS'10 Proceedings of the 6th international conference on Foundations of Information and Knowledge Systems
On lifted inference for a relational probabilistic conditional logic with maximum entropy semantics
FoIKS'12 Proceedings of the 7th international conference on Foundations of Information and Knowledge Systems
SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
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