Cost-based abduction and MAP explanation

A parallel implementation of cost-based abductive reasoning

PASCO '97 Proceedings of the second international symposium on Parallel symbolic computation

Index Navigator: Search Engine with Reasoning for Understanding and Expressing User's Changing Mind

Applied Intelligence

Domain Monotonicity and the Performance of Local Solutions Strategies for CDPS-based Distributed Sensor Interpretation and Distributed Diagnosis

Autonomous Agents and Multi-Agent Systems

Average-Clicks: A New Measure of Distance on the World Wide Web

WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development

Two Transformations of Clauses into Constraints and Their Properties for Cost-Based Hypothetical Reasoning

PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

FlexiMine – A Flexible Platform for KDD Research and Application Development

Annals of Mathematics and Artificial Intelligence

Abductive reasoning with recurrent neural networks

Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03

A review of explanation methods for Bayesian networks

The Knowledge Engineering Review

Symbolic diagnosis and its formalisation

The Knowledge Engineering Review

Average-clicks: a new measure of distance on the World Wide Web

Journal of Intelligent Information Systems - Special issue on web intelligence

Approximating cost-based abduction is NP-hard

Artificial Intelligence

2005 Special Issue: Recurrent neural networks with backtrack-points and negative reinforcement applied to cost-based abduction

Neural Networks - 2005 Special issue: IJCNN 2005

Solving abduction by computing joint explanations

Annals of Mathematics and Artificial Intelligence

A probabilistic plan recognition algorithm based on plan tree grammars

Artificial Intelligence

Using membrane computers to find optimal solutions to cost-based abduction

PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems

Approximate model-based diagnosis using greedy stochastic search

Journal of Artificial Intelligence Research

The complexity of finding kth most probable explanations in probabilistic networks

SOFSEM'11 Proceedings of the 37th international conference on Current trends in theory and practice of computer science

Finding most probable explanations using a self-adaptive hybridization of genetic algorithms and simulated annealing

ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers

Implementing weighted abduction in Markov logic

IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics

Most probable explanations in Bayesian networks: Complexity and tractability

International Journal of Approximate Reasoning

Cost-sharing in Bayesian knowledge bases

UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence

Some properties of joint probability distributions

UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence

A multivariate probabilistic method for comparing two clinical datasets

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium

Solving abduction by computing joint explanations: logic programming formalization, applications to P2P data integration, and complexity results

FoIKS'06 Proceedings of the 4th international conference on Foundations of Information and Knowledge Systems

Explaining genetic knock-out effects using cost-based abduction

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

Most inforbable explanations: finding explanations in bayesian networks that are both probable and informative

ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty