Switch directed dynamic causal networks—a paradigm for electronic system diagnosis
DAC '87 Proceedings of the 24th ACM/IEEE Design Automation Conference
Communications of the ACM
Searching for information in a hypertext medical handbook
Communications of the ACM
GERTIS: a Dempster-Shafer approach to diagnosing hierarchical hypotheses
Communications of the ACM
Applications of qualitative modeling to knowledge-based risk assessment studies
IEA/AIE '89 Proceedings of the 2nd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 1
Derivation from first principles of belief values generated in networks by message passing
CSC '89 Proceedings of the 17th conference on ACM Annual Computer Science Conference
Theory formation in artificial intelligence
CSC '89 Proceedings of the 17th conference on ACM Annual Computer Science Conference
On the conversion of rule bases into belief networks
SAC '92 Proceedings of the 1992 ACM/SIGAPP Symposium on Applied computing: technological challenges of the 1990's
A probability propagation in hypertrees
CSC '93 Proceedings of the 1993 ACM conference on Computer science
The complexity of logic-based abduction
Journal of the ACM (JACM)
Communications of the ACM
Image Interpretation Using Bayesian Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
A probabilistic relational model and algebra
ACM Transactions on Database Systems (TODS)
Learning and Updating of Uncertainty in Dirichlet Models
Machine Learning
Journal of VLSI Signal Processing Systems - Special issue on the rapid prototyping of application specific signal processors (RASSP) program
Derandomizing stochastic prediction strategies
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
An Extended Relational Data Model For Probabilistic Reasoning
Journal of Intelligent Information Systems
Mining lesion-deficit associations in a brain image database
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
SODA '94 Proceedings of the fifth annual ACM-SIAM symposium on Discrete algorithms
Derandomizing Stochastic Prediction Strategies
Machine Learning - Special issue: computational learning theory, COLT '97
Searching for information in a hypertext medical handbook
HYPERTEXT '87 Proceedings of the ACM conference on Hypertext
Simple distributed algorithms for the cycle cutset problem
SAC '97 Proceedings of the 1997 ACM symposium on Applied computing
Graphical models for problem solving
Computing in Science and Engineering
A New Pattern Representation Scheme Using Data Compression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combination calculi for uncertainty reasoning: representing uncertainty using distributions
Annals of Mathematics and Artificial Intelligence
Complex Probabilistic Modeling with Recursive Relational Bayesian Networks
Annals of Mathematics and Artificial Intelligence
Massively Parallel Probabilistic Reasoning with Boltzmann Machines
Applied Intelligence
Bayesian Networks for Data Mining
Data Mining and Knowledge Discovery
Decomposing Bayesian networks: triangulation of the moral graph with genetic algorithms
Statistics and Computing
A simple method for finding a legal configuration in complex Bayesian networks
Statistics and Computing
An efficient algorithm for finding the M most probable configurationsin probabilistic expert systems
Statistics and Computing
Stable local computation with conditional Gaussian distributions
Statistics and Computing
Two Models of Information Costs Based on Computational Complexity
Computational Economics
Organizing and Understanding Beliefs in Advice-Giving Diagnostic Systems
IEEE Transactions on Knowledge and Data Engineering
The Management of Probabilistic Data
IEEE Transactions on Knowledge and Data Engineering
Constructing Efficient Belief Network Structures With Expert Provided Information
IEEE Transactions on Knowledge and Data Engineering
Structural and Probabilistic Knowledge for Abductive Reasoning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Causal Probabilistic Networks with Both Discrete and Continuous Variables
IEEE Transactions on Pattern Analysis and Machine Intelligence
Net-Based Computational Models of Knowledge-Processing Systems
IEEE Expert: Intelligent Systems and Their Applications
Searching for the best elimination sequence in Bayesian networks by using ant colony optimization
Pattern Recognition Letters
Logical Inference of Horn Clauses in Petri Net Models
IEEE Transactions on Knowledge and Data Engineering
Recursive Adaptive ECOC Models
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
The Intelligent Electronic Shopping System Based on Bayesian Customer Modeling
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Bayesian Networks for Reliability Analysis of Complex Systems
IBERAMIA '98 Proceedings of the 6th Ibero-American Conference on AI: Progress in Artificial Intelligence
Basic Semantics of the Logic of Plausible Reasoning
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
An Alternative to Outward Propagation for Dempster-Shafer Belief Functions
ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
Using Bayesian Networks with Hidden Nodes to Recognise Neural Cell Morphology
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Possibilistic causality consistency problem based on asymmetrically-valued causal model
Fuzzy Sets and Systems - Possibility theory and fuzzy logic
Handbook of data mining and knowledge discovery
Bayesian networks as a decision support tool in credit scoring domain
Managing data mining technologies in organizations
Pulse-Based Circuits and Methods for Probabilistic Neural Computation
MICRONEURO '99 Proceedings of the 7th International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems
On a Deductive Reasoning Model and Method for Uncertainty
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Evidential Reasoning for Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bit-optimal decoding of codes whose Tanner graphs are trees
Discrete Applied Mathematics - Special issue: International workshop on coding and cryptography (WCC 2001)
Fuzzy functional dependencies and Bayesian networks
Journal of Computer Science and Technology
Abductive reasoning with recurrent neural networks
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Artificial Intelligence - Special issue: Fuzzy set and possibility theory-based methods in artificial intelligence
A Comparison of Bayesian and Belief Function Reasoning
Information Systems Frontiers
A new framework for clustering algorithm evaluation in the domain of functional genomics
Proceedings of the 2004 ACM symposium on Applied computing
Building large-scale Bayesian networks
The Knowledge Engineering Review
Software failure prediction based on a Markov Bayesian network model
Journal of Systems and Software
Bayesian network based software reliability prediction with an operational profile
Journal of Systems and Software
Learning class-discriminative dynamic Bayesian networks
ICML '05 Proceedings of the 22nd international conference on Machine learning
Extracting causal nets from databases
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Neural Networks - Special issue on neural networks and kernel methods for structured domains
CooperativeWorld Modeling in Dynamic Multi-Robot Environments
Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
On the computational rationale for generative models
Computer Vision and Image Understanding
Bayesian Networks and participatory modelling in water resource management
Environmental Modelling & Software
Discover knowledge from distribution maps using Bayesian networks
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Inference in hybrid Bayesian networks using dynamic discretization
Statistics and Computing
Partial Order Techniques for Distributed Discrete Event Systems: Why You Cannot Avoid Using Them
Discrete Event Dynamic Systems
Influence DiagramsHistorical and Personal Perspectives
Decision Analysis
An approach to hybrid probabilistic models
International Journal of Approximate Reasoning
Information Sciences: an International Journal
A generic qualitative characterization of independence of causal influence
International Journal of Approximate Reasoning
Neural Computation
RC_Link: Genetic linkage analysis using Bayesian networks
International Journal of Approximate Reasoning
Detection of unknown computer worms based on behavioral classification of the host
Computational Statistics & Data Analysis
A cognitive map-driven avatar design recommendation DSS and its empirical validity
Decision Support Systems
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic
KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
Shrinkage Estimator for Bayesian Network Parameters
ECML '07 Proceedings of the 18th European conference on Machine Learning
Mobile Navigation System for the Elderly --- Preliminary Experiment and Evaluation
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
Complete Identification Methods for the Causal Hierarchy
The Journal of Machine Learning Research
A machine learning methodology for the analysis of workplace accidents
International Journal of Computer Mathematics - Recent Advances in Computational and Applied Mathematics in Science and Engineering
International Journal of Computer Integrated Manufacturing
Discovering semantic associations among Web services based on the qualitative probabilistic network
Expert Systems with Applications: An International Journal
Planning for success: The interdisciplinary approach to building Bayesian models
International Journal of Approximate Reasoning
Probabilistic Methods for Financial and Marketing Informatics
Probabilistic Methods for Financial and Marketing Informatics
A Bayesian approach to protein model quality assessment
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Predicting tourism loyalty using an integrated Bayesian network mechanism
Expert Systems with Applications: An International Journal
Approximation Methods for Efficient Learning of Bayesian Networks
Proceedings of the 2008 conference on Approximation Methods for Efficient Learning of Bayesian Networks
Basic influence diagrams and the liberal stable semantics
Proceedings of the 2008 conference on Computational Models of Argument: Proceedings of COMMA 2008
BioNLP '06 Proceedings of the Workshop on Linking Natural Language Processing and Biology: Towards Deeper Biological Literature Analysis
Inference in Hybrid Bayesian Networks with Deterministic Variables
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Reforestation planning using Bayesian networks
Environmental Modelling & Software
An Evidence-Driven Probabilistic Inference Framework for Semantic Image Understanding
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
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
Use of a Bayesian network for Red Listing under uncertainty
Environmental Modelling & Software
A computational model of the cerebral cortex
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Randomized algorithms for the loop cutset problem
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Active diagnosis by self-organization: an approach by the immune network metaphor
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
A music stream segregation system based on adaptive multi-agents
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Node aggregation for distributed inference in Bayesian networks
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
HUGIN: a shell for building Bayesian belief universes for expert systems
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 2
Qualitative reasoning of Bayesian belief using meta-knowledge
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 2
MUNIN: a causal probabilistic network for interpretation of electromyographic findings
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Propagation of preference relations in qualitative inference networks
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
An architecture for adaptive intelligent systems
Artificial Intelligence
LNLBioNLP '06 Proceedings of the HLT-NAACL BioNLP Workshop on Linking Natural Language and Biology
Lifted aggregation in directed first-order probabilistic models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A Data-Fusion Approach to Representing Personality Traits, Values, Beliefs and Behavior Descriptions
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Criteria to evaluate approximate belief network representations in expert systems
Decision Support Systems
Using fuzzy cognitive map for the relationship management in airline service
Expert Systems with Applications: An International Journal
International Journal of Approximate Reasoning
Modeling the IT impact on organizational structure
EDOC'09 Proceedings of the 13th IEEE international conference on Enterprise Distributed Object Computing
Computers and Electronics in Agriculture
The adaptive web
Towards web services composition based on the mining and reasoning of their causal relationships
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Comparing risks of alternative medical diagnosis using Bayesian arguments
Journal of Biomedical Informatics
Causal networks for risk and compliance: methodology and application
IBM Journal of Research and Development
Bayesian networks for student model engineering
Computers & Education
On the expressiveness of rule-based systems for reasoning with uncertainty
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Embracing causality in formal reasoning
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
The logic of representing dependencies by directed graphs
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
An experimental comparison of knowledge engineering for expert systems and for decision analysis
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Probabilistic semantics for qualitative influences
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
MCTLLL '09 Proceedings of the Workshop on Natural Language Processing Methods and Corpora in Translation, Lexicography, and Language Learning
On the expressiveness of rule-based systems for reasoning with uncertainty
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Embracing causality in formal reasoning
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
The logic of representing dependencies by directed graphs
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
An experimental comparison of knowledge engineering for expert systems and for decision analysis
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Probabilistic semantics for qualitative influences
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
The belief calculus and uncertain reasoning
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
Symbolic probabilistic inference in belief networks
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
A practical algorithm for finding optimal triangulations
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Editorial: BeAware!-Situation awareness, the ontology-driven way
Data & Knowledge Engineering
User behavior prediction in energy consumption in housing using Bayesian networks
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Modified algorithm for efficient reasoning in qualitative belief networks
ISPDC'03 Proceedings of the Second international conference on Parallel and distributed computing
A new approach to construct optimal bow tie diagrams for risk analysis
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Inference in hybrid Bayesian networks using mixtures of polynomials
International Journal of Approximate Reasoning
International Journal of Approximate Reasoning
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Influence diagrams in analysis of discrete event simulation data
Winter Simulation Conference
Moving object modelling approach for lowering uncertainty in location tracking systems
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Review: Bayesian networks in environmental modelling
Environmental Modelling & Software
Random algorithms for the loop cutset problem
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Evaluating influence diagrams using LIMIDs
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Abstraction in belief networks: the role of intermediate states in diagnostic reasoning
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Directed cyclic graphical representations of feedback models
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
A sufficiently fast algorithm for finding close to optimal junction trees
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Topological parameters for time-space tradeoff
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
An evaluation of structural parameters for probabilistic reasoning: results on benchmark circuits
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
Testing implication of probabilistic dependencies
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Critical remarks on single link search in learning belief networks
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Approximation algorithms for the loop cutset problem
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Possibilistic conditioning and propagation
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
Global conditioning for probabilistic inference in belief networks
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Additive belief-network models
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
Parameter adjustment in Bayes networks. the generalized noisy OR-gate
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
Using first-order probability logic for the construction of Bayesian networks
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
Using causal information and local measures to learn Bayesian networks
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
A construction of Bayesian networks from databases based on an MDL principle
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
Using tree-decomposable structures to approximate belief networks
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
Belief revision in probability theory
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
An entropy-based learning algorithm of Bayesian conditional trees
UAI'92 Proceedings of the Eighth international conference on Uncertainty in artificial intelligence
Decision making using probabilistic inference methods
UAI'92 Proceedings of the Eighth international conference on Uncertainty in artificial intelligence
Exploring localization in Bayesian networks for large expert systems
UAI'92 Proceedings of the Eighth international conference on Uncertainty in artificial intelligence
An algorithm for cooperative learning of bayesian network structure from data
CSCWD'04 Proceedings of the 8th international conference on Computer Supported Cooperative Work in Design I
Improving bayesian network structure search with random variable aggregation hierarchies
ECML'06 Proceedings of the 17th European conference on Machine Learning
Symbolic probabilistic inference with continuous variables
UAI'91 Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence
Symbolic probabilistic inference with evidence potential
UAI'91 Proceedings of the Seventh 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
Search-based methods to bound diagnostic probabilities in very large belief nets
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
A graph-based inference method for conditional independence
UAI'91 Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence
An alternative proof that exact inference problem in bayesian belief networks is NP-hard
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
On the complexity of probabilistic inference in singly connected bayesian networks
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
Novelty and habituation: the driving forces in early stage learning for developmental robotics
Biomimetic Neural Learning for Intelligent Robots
Review: learning bayesian networks: Approaches and issues
The Knowledge Engineering Review
From certainty factors to belief networks
Artificial Intelligence in Medicine
Flexible reasoning about patient management using multiple models
Artificial Intelligence in Medicine
Paper: Towards a statistically oriented decision support system for the management of septicaemia
Artificial Intelligence in Medicine
Planning of therapy and tests in causal probabilistic networks
Artificial Intelligence in Medicine
Paper: Computing the confidence in a medical decision obtained from an influence diagram
Artificial Intelligence in Medicine
Robotics and Computer-Integrated Manufacturing
Medical informatics: reasoning methods
Artificial Intelligence in Medicine
SimpleFlow: A Non-iterative, Sublinear Optical Flow Algorithm
Computer Graphics Forum
CooperativeWorld Modeling in Dynamic Multi-Robot Environments
Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
Reasoning and Facts Explanation in Valuation Based Systems
Fundamenta Informaticae
Transactions on Large-Scale Data- and Knowledge-Centered Systems VI
Prediction analysis of a wastewater treatment system using a Bayesian network
Environmental Modelling & Software
Efficient probe selection for fault localization using the property of submodularity
International Journal of Communication Systems
Reasoning about RFID-tracked moving objects in symbolic indoor spaces
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
A generic framework for a compilation-based inference in probabilistic and possibilistic networks
Information Sciences: an International Journal
Environmental Modelling & Software
Decomposition and Approximation of Loopy Bayesian Networks
Fundamenta Informaticae
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