Experimental results on user knowledge assessment with an evidential reasoning methodology
IUI '93 Proceedings of the 1st international conference on Intelligent user interfaces
A probability propagation in hypertrees
CSC '93 Proceedings of the 1993 ACM conference on Computer science
A competition-based connectionist model for information retrieval using a merged thesaurus
CIKM '94 Proceedings of the third international conference on Information and knowledge management
Concrete multidimensional statistics in APL2
APL '95 Proceedings of the international conference on Applied programming languages
Image Interpretation Using Bayesian Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
On state-space abstraction for anytime evaluation of Bayesian networks
ACM SIGART Bulletin
Diagnostic reasoning based on a genetic algorithm operating in a Bayesian belief network
Pattern Recognition Letters
Learning belief networks from data: an information theory based approach
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
An Extended Relational Data Model For Probabilistic Reasoning
Journal of Intelligent Information Systems
An algorithm for the recovery of both target joint beliefs and full belief from Bayesian networks
ACM-SE 36 Proceedings of the 36th annual Southeast regional conference
“Is this document relevant?…probably”: a survey of probabilistic models in information retrieval
ACM Computing Surveys (CSUR)
An Autonomous Active Vision System for Complete and Accurate 3D Scene Reconstruction
International Journal of Computer Vision
Decision-Centric Information Monitoring
Journal of Intelligent Information Systems
Unsupervised Bayesian visualization of high-dimensional data
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
ACM SIGKDD Explorations Newsletter
Logic and uncertainty in information retrieval
Lectures on information retrieval
The Relational Structure of Belief Networks
Journal of Intelligent Information Systems
Bayesianism and Language Change
Journal of Logic, Language and Information
Combination calculi for uncertainty reasoning: representing uncertainty using distributions
Annals of Mathematics and Artificial Intelligence
A graphical characterization of lattice conditional independence models
Annals of Mathematics and Artificial Intelligence
Local computation with valuations from a commutative semigroup
Annals of Mathematics and Artificial Intelligence
Application of Bayesian Network Learning Methods to Waste Water Treatment Plants
Applied Intelligence
Tailoring the Interaction with Users in Web Stores
User Modeling and User-Adapted Interaction
Decomposing Bayesian networks: triangulation of the moral graph with genetic algorithms
Statistics and Computing
On predictive distributions and Bayesian networks
Statistics and Computing
A parallel Lauritzen-Spiegelhalter algorithm for probabilistic inference
Proceedings of the 1994 ACM/IEEE conference on Supercomputing
The size distribution for Markov equivalence classes of acyclic digraph models
Artificial Intelligence
Rational Coordination in Multi-Agent Environments
Autonomous Agents and Multi-Agent Systems
Autonomous Agents and Multi-Agent Systems
Intelligent Agents for Proactive Fault Detection
IEEE Internet Computing
Monitoring Complex Systems with Causal Networks
IEEE Computational Science & Engineering
Current Approaches to Handling Imperfect Information in Data and Knowledge Bases
IEEE Transactions on Knowledge and Data Engineering
Constructing the Dependency Structure of a Multiagent Probabilistic Network
IEEE Transactions on Knowledge and Data Engineering
Generalized Normal Forms for Probabilistic Relational Data
IEEE Transactions on Knowledge and Data Engineering
Probability Bounds for Goal Directed Queries in Bayesian Networks
IEEE Transactions on Knowledge and Data Engineering
Introduction to the Special Section on Probabilistic Reasoning
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Language for Construction of Belief Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Structural and Probabilistic Knowledge for Abductive Reasoning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Predicting project delivery rates using the Naive-Bayes classifier
Journal of Software Maintenance: Research and Practice
Representing Operational Knowledge by Contextual Graphs
IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Bayesian Networks for Reliability Analysis of Complex Systems
IBERAMIA '98 Proceedings of the 6th Ibero-American Conference on AI: Progress in Artificial Intelligence
An Examination of Probabilistic Value-Ordering Heuristics
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Logic and Uncertainty in Information Retrieval
ESSIR '00 Proceedings of the Third European Summer-School on Lectures on Information Retrieval-Revised Lectures
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
A New Measure for the Accuracy of a Bayesian Network
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
An Improved Approach for the Discovery of Causal Models via MML
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Belief Revision Process Based on Trust: Agents Evaluating Reputation of Information Sources
Proceedings of the workshop on Deception, Fraud, and Trust in Agent Societies held during the Autonomous Agents Conference: Trust in Cyber-societies, Integrating the Human and Artificial Perspectives
A Methodology for Reliable Systems Design
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Coherence, Explanation, and Bayesian Networks
AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
Learning Bayesian Belief Network Classifiers: Algorithms and System
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Construction of a Non-redundant Cover for Conditional Independencies
AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Student Modeling from Conversational Test Data: A Bayesian Approach Without Priors
ITS '98 Proceedings of the 4th International Conference on Intelligent Tutoring Systems
Certainty-Factor-Like Structures in Bayesian Networks
AI*IA '99 Proceedings of the 6th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
An Unsupervised Bayesian Distance Measure
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Technologies for constructing intelligent systems
Combination of paradoxical sources of information within the neutrosophic framework
Proceedings of the first international conference on Neutrosophy, neutrosophic logic, neutrosophic set, neutrosophic probability and statistics
Using Bayesian Networks for Diagnostic Reasoning in Penetrating Injury Assessment
CBMS '00 Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)
Identifying Markov Blankets with Decision Tree Induction
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Time and sample efficient discovery of Markov blankets and direct causal relations
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Complexity of probabilistic reasoning in directed-path singly-connected Bayes networks
Artificial Intelligence
A review of explanation methods for Bayesian networks
The Knowledge Engineering Review
The Knowledge Engineering Review
A Prototypical System for Soft Evidential Update
Applied Intelligence
Information Sciences: an International Journal - Special issue: Soft computing data mining
Combining probabilistic logic programming with the power of maximum entropy
Artificial Intelligence - Special issue on nonmonotonic reasoning
Distributed and Reactive Query Planning in R-MAGIC: An Agent-Based Multimedia Retrieval System
IEEE Transactions on Knowledge and Data Engineering
Infinitely many resolutions of Hempel's paradox
TARK '94 Proceedings of the 5th conference on Theoretical aspects of reasoning about knowledge
Data mining of Bayesian networks using cooperative coevolution
Decision Support Systems
Building Bayesian Network Models in Medicine: The MENTOR Experience
Applied Intelligence
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Extracting causal nets from databases
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
A dynamic interaction between machine learning and the philosophy of science
Minds and Machines - Machine learning as experimental philosophy of science
Artificial Intelligence and Law
Supporting the construction of explanation models and diagnostic reasoning in probabilistic domains
ICLS '96 Proceedings of the 1996 international conference on Learning sciences
Incompletely specified probabilistic networks
Journal of Management Information Systems - Special section: Information technology and its organizational impact
Bayesian Networks and participatory modelling in water resource management
Environmental Modelling & Software
Performance problem localization in self-healing, service-oriented systems using Bayesian networks
Proceedings of the 2007 ACM symposium on Applied computing
Graphical Models for Groups: Belief Aggregation and Risk Sharing
Decision Analysis
Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 2007 workshop on Service-oriented computing performance: aspects, issues, and approaches
Supervised model-based visualization of high-dimensional data
Intelligent Data Analysis
An approach to hybrid probabilistic models
International Journal of Approximate Reasoning
On web browsing privacy in anonymized NetFlows
SS'07 Proceedings of 16th USENIX Security Symposium on USENIX Security Symposium
Journal of Biomedical Informatics
A Bayesian Student Model without Hidden Nodes and its Comparison with Item Response Theory
International Journal of Artificial Intelligence in Education
IDENTIFIABILITY IN CAUSAL BAYESIAN NETWORKS: A GENTLE INTRODUCTION
Cybernetics and Systems
Objective Bayesian probabilistic logic
Journal of Algorithms
Dynamic inference control in privacy preference enforcement
Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services
Probabilistic Methods for Financial and Marketing Informatics
Probabilistic Methods for Financial and Marketing Informatics
A Bayesian approach to automating argumentation
NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
Analysing complex behaviour of hydrological systems through a system dynamics approach
Environmental Modelling & Software
Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks
Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks
A join tree probability propagation architecture for semantic modeling
Journal of Intelligent Information Systems
Learning causal models for noisy biological data mining: an application to ovarian cancer detection
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
A decision-theoretic approach to coordinating multiagent interactions
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
Adaptive provision of evaluation-oriented information: tasks and techniques
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
D-Separation and computation of probability distributions in Bayesian networks
Artificial Intelligence Review
Criteria to evaluate approximate belief network representations in expert systems
Decision Support Systems
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Neural Networks
The Journal of Machine Learning Research
Soft security: isolating unreliable agents from society
AAMAS'02 Proceedings of the 2002 international conference on Trust, reputation, and security: theories and practice
User models for adaptive hypermedia and adaptive educational systems
The adaptive web
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Markov random fields and spatial information to improve automatic image annotation
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
A contextual data mining approach toward assisting the treatment of anxiety disorders
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
International Journal of Approximate Reasoning
Bayesian networks for student model engineering
Computers & Education
Visual recognition with humans in the loop
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Using self-organizing networks for intrusion detection
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
Distributed databases for machine learning: case of a medical domain
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
A quantitative diagnostic method based on bayesian networks in traditional chinese medicine
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Natural Computing: an international journal
Importance sampling on Bayesian networks with deterministic causalities
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
NEST: a compositional approach to rule-based and case-based reasoning
Advances in Artificial Intelligence
Graphical representations of consensus belief
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Enumerating Markov equivalence classes of acyclic digraph dels
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
A hybrid algorithm to compute marginal and joint beliefs in Bayesian networks and its complexity
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Using qualitative relationships for bounding probability distributions
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Logarithmic time parallel Bayesian inference
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
On the detection of conflicts in diagnostic Bayesian networks using abstraction
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Sensitivities: an alternative to conditional probabilities for Bayesian belief networks
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
A method for implementing a probabilistic model as a relational database
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Optimization of inter-subnet belief updating in multiply sectioned Bayesian networks
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
The cognitive processing of causal knowledge
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Toward a market model for Bayesian inference
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Coherent knowledge processing at maximum entropy by spirit
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Testing implication of probabilistic dependencies
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
The automated mapping of plans for plan recognition
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Incremental dynamic construction of layered polytree networks
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
State-space abstraction for anytime evaluation of probabilistic networks
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Sensitivity analysis for probability assessments in Bayesian networks
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
An efficient approach for finding the MPE in belief networks
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
Bayesian meta-reasoning: determining model adequacy from within a small world
UAI'92 Proceedings of the Eighth international conference on Uncertainty in artificial intelligence
A Bayesian method for constructing Bayesian belief networks from databases
UAI'91 Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence
Investigation of variances in belief networks
UAI'91 Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence
Abductive inference in bayesian networks: finding a partition of the explanation space
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Successive restrictions algorithm in bayesian networks
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
On the combination of logical and probabilistic models for information analysis
Applied Intelligence
Temporal context lie detection and generation
SDM'06 Proceedings of the Third VLDB international conference on Secure Data Management
Auditing and inference control for privacy preservation in uncertain environments
EuroSSC'06 Proceedings of the First European conference on Smart Sensing and Context
Artificial Intelligence in Medicine
Paper: A tutorial introduction to stochastic simulation algorithms for belief networks
Artificial Intelligence in Medicine
Paper: Computing the confidence in a medical decision obtained from an influence diagram
Artificial Intelligence in Medicine
Editorial: Probabilistic and decision-theoretic systems in medicine
Artificial Intelligence in Medicine
Context Hypothesization Using Probabilistic Knowledge
Fundamenta Informaticae
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