Generalized Queries on Probabilistic Context-Free Grammars
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonlinear time-series prediction with missing and noisy data
Neural Computation
Belief networks in construction simulation
Proceedings of the 30th conference on Winter simulation
Propagating distributions up directed acyclic graphs
Neural Computation
Moving right along: a computational model of metaphoric reasoning about events
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Parametric Hidden Markov Models for Gesture Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Bayesian networks to analyze expression data
RECOMB '00 Proceedings of the fourth annual international conference on Computational molecular biology
Proceedings of the Conference on The Future of Software Engineering
An Introduction to Variational Methods for Graphical Models
Machine Learning
Unsupervised Bayesian visualization of high-dimensional data
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Printer troubleshooting using Bayesian networks
IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
Text categorization for multi-page documents: a hybrid naive Bayes HMM approach
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
An Optimization Methodology for Document Structure Extraction on Latin Character Documents
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stochastic lambda calculus and monads of probability distributions
POPL '02 Proceedings of the 29th ACM SIGPLAN-SIGACT symposium on Principles of programming languages
An introduction to hidden Markov models and Bayesian networks
Hidden Markov models
Hidden Markov models for modeling and recognizing gesture under variation
Hidden Markov models
Evaluating collaborative software in supporting organizational learning with Bayesian Networks
Proceedings of the 2002 ACM symposium on Applied computing
Bayesian Graphical Models for Software Testing
IEEE Transactions on Software Engineering
Mutli-agents systems and applications
The Relational Structure of Belief Networks
Journal of Intelligent Information Systems
Learning Recursive Bayesian Multinets for Data Clustering by Means of Constructive Induction
Machine Learning - Special issue: Unsupervised learning
A graphical characterization of lattice conditional independence models
Annals of Mathematics and Artificial Intelligence
Advances in the understanding and use of conditional independence
Annals of Mathematics and Artificial Intelligence
Local computation with valuations from a commutative semigroup
Annals of Mathematics and Artificial Intelligence
Complex Probabilistic Modeling with Recursive Relational Bayesian Networks
Annals of Mathematics and Artificial Intelligence
Parameter Learning in Object-Oriented Bayesian Networks
Annals of Mathematics and Artificial Intelligence
Probability Density Decomposition for Conditionally Dependent Random Variables Modeled by Vines
Annals of Mathematics and Artificial Intelligence
Massively Parallel Probabilistic Reasoning with Boltzmann Machines
Applied Intelligence
Automated Software Engineering
Bayesian Networks for Data Mining
Data Mining and Knowledge Discovery
Parallel Learning of Belief Networks in Large and Difficult Domains
Data Mining and Knowledge Discovery
How Optimal Depth Cue Integration Depends on the Task
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
Decomposing Bayesian networks: triangulation of the moral graph with genetic algorithms
Statistics and Computing
An efficient algorithm for finding the M most probable configurationsin probabilistic expert systems
Statistics and Computing
On predictive distributions and Bayesian networks
Statistics and Computing
Multilocus linkage analysis by blocked Gibbs sampling
Statistics and Computing
Stable local computation with conditional Gaussian distributions
Statistics and Computing
The size distribution for Markov equivalence classes of acyclic digraph models
Artificial Intelligence
Hidden Markov Models for Text Categorization in Multi-Page Documents
Journal of Intelligent Information Systems
Game Theory and Decision Theory in Multi-Agent Systems
Autonomous Agents and Multi-Agent Systems
Network Engineering for Agile Belief Network Models
IEEE Transactions on Knowledge and Data Engineering
Constructing the Dependency Structure of a Multiagent Probabilistic Network
IEEE Transactions on Knowledge and Data Engineering
Probability Bounds for Goal Directed Queries in Bayesian Networks
IEEE Transactions on Knowledge and Data Engineering
Combining Belief Networks and Neural Networks for Scene Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Searching for the best elimination sequence in Bayesian networks by using ant colony optimization
Pattern Recognition Letters
Predicting project delivery rates using the Naive-Bayes classifier
Journal of Software Maintenance: Research and Practice
A theoretical framework for possibilistic independence in a weakly ordered setting
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Model-based inference of haplotype block variation
RECOMB '03 Proceedings of the seventh annual international conference on Research in computational molecular biology
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Ascender II, a Visual Framework for 3D Reconstruction
ICVS '99 Proceedings of the First International Conference on Computer Vision Systems
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
Random Generation of Bayesian Networks
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Improving SMS Usability Using Bayesian Networks
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Bayesian Networks for Incorporation of Contextual Information in Target Recognition Systems
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
An Effective Conversational Agent with User Modeling Based on Bayesian Network
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Anytime Possibilistic Propagation Algorithm
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Towards Learning Naive Physics by Visual Observation: Qualitative Spatial Representations
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
EASSS '01 Selected Tutorial Papers from the 9th ECCAI Advanced Course ACAI 2001 and Agent Link's 3rd European Agent Systems Summer School on Multi-Agent Systems and Applications
Mining Dependence Structures from Statistical Learning Perspective
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
Graphical Explanation in Bayesian Networks
ISMDA '00 Proceedings of the First 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
Gradient Descent Training of Bayesian Networks
ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
Troubleshooting with Simultaneous Models
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A Two-Steps Algorithm for Min-Based Possibilistic Causal Networks
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A Dynamic Bayesian Network Approach to Tracking Using Learned Switching Dynamic Models
HSCC '00 Proceedings of the Third International Workshop on Hybrid Systems: Computation and Control
Multi-sensor Information Fusion by Query Refinement
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Influence of Conditional Independence Assumption on Verb Subcategorization Detection
TSD '01 Proceedings of the 4th International Conference on Text, Speech and Dialogue
Estimating Dependability of Programmable Systems Using BBNs
SAFECOMP '00 Proceedings of the 19th International Conference on Computer Safety, Reliability and Security
SAFECOMP '02 Proceedings of the 21st International Conference on Computer Safety, Reliability and Security
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
Deborah Ann Stacey, Application of Bayesian Networks to Shopping Assistance
AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Logic, Knowledge Representation, and Bayesian Decision Theory
CL '00 Proceedings of the First International Conference on Computational Logic
On the Representation of Probabilities over Structured Domains
CAV '99 Proceedings of the 11th International Conference on Computer Aided Verification
The IntelliMedia WorkBench - An Environment for Building Multimodal Systems
CMC '98 Revised Papers from the Second International Conference on Cooperative Multimodal Communication
A General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
On the Evaluation of Probabilistic Networks
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
The Effects of Disregarding Test Characteristics in Probabilistic Networks
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
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
Hidden Tree Markov Models for Document Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Technologies for constructing intelligent systems
Implementing relevance feedback in the Bayesian network retrieval model
Journal of the American Society for Information Science and Technology - Mathematical, logical, and formal methods in information retrieval
Data mining: an experimental undergraduate course
Journal of Computing Sciences in Colleges
Modeling drivers' speech under stress
Speech Communication - Special issue on speech and emotion
The true lift model: a novel data mining approach to response modeling in database marketing
ACM SIGKDD Explorations Newsletter
Handbook of data mining and knowledge discovery
Bayesian networks as a decision support tool in credit scoring domain
Managing data mining technologies in organizations
Fuzzy logic and probability applications
Understanding belief propagation and its generalizations
Exploring artificial intelligence in the new millennium
CSB '02 Proceedings of the IEEE Computer Society Conference on Bioinformatics
Operational planning using web-based interfaces to a coloured petri net simulator of influence nets
CRPIT '02 Proceedings of the conference on Application and theory of petri nets: formal methods in software engineering and defence systems - Volume 12
A coloured petri net based tool for course of action development and analysis
CRPIT '02 Proceedings of the conference on Application and theory of petri nets: formal methods in software engineering and defence systems - Volume 12
Unsupervised Learning of Human Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining Microarrays and Biological Knowledge for Estimating Gene Networks via Bayesian Networks
CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics
Bayesian Network Modeling of Hangul Characters for On-line Handwriting Recognition
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Generation of Handwritten Characters with Bayesian network based On-line Handwriting Recognizers
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Moral Dominance Relations for Program Comprehension
IEEE Transactions on Software Engineering
Floating search algorithm for structure learning of Bayesian network classifiers
Pattern Recognition Letters
Fusion of domain knowledge with data for structural learning in object oriented domains
The Journal of Machine Learning Research
A Generative Probabilistic Oriented Wavelet Model for Texture Segmentation
Neural Processing Letters
Clinical and financial outcomes analysis with existing hospital patient records
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Critical event prediction for proactive management in large-scale computer clusters
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Usability of mobile devices and intelligently adapting to a user's needs
ISICT '03 Proceedings of the 1st international symposium on Information and communication technologies
Bayesian networks for knowledge discovery in large datasets: basics for nurse researchers
Journal of Biomedical Informatics - Special issue: Building nursing knowledge through infomatics: from concept representation to data mining
Naive Bayes vs decision trees in intrusion detection systems
Proceedings of the 2004 ACM symposium on Applied computing
A review of explanation methods for Bayesian networks
The Knowledge Engineering Review
The Knowledge Engineering Review
Hybrid argumentation systems for structured news reports
The Knowledge Engineering Review
Building large-scale Bayesian networks
The Knowledge Engineering Review
Learning probabilistic networks
The Knowledge Engineering Review
A Prototypical System for Soft Evidential Update
Applied Intelligence
Reasoning and learning in extended structured Bayesian networks
Fundamenta Informaticae
Making Resource Decisions for Software Projects
Proceedings of the 26th International Conference on Software Engineering
A Manifesto for Agent Technology: Towards Next Generation Computing
Autonomous Agents and Multi-Agent Systems
Combining probabilistic logic programming with the power of maximum entropy
Artificial Intelligence - Special issue on nonmonotonic reasoning
An agent oriented approach for diagnosis and supervision of industrial processes
Focus on computational neurobiology
Construction engineering and project management III: monte carlo simulation for schedule risks
Proceedings of the 35th conference on Winter simulation: driving innovation
BBN-based software project risk management
Journal of Systems and Software - Special issue: Applications of statistics in software engineering
Bayesian networks and information retrieval: an introduction to the special issue
Information Processing and Management: an International Journal - Special issue: Bayesian networks and information retrieval
Bayesian networks and traffic accident reconstruction
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Building Bayesian Network Models in Medicine: The MENTOR Experience
Applied Intelligence
A Probabilistic Approach for Argument Interpretation
User Modeling and User-Adapted Interaction
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Relevance feedback for content-based image retrieval using Bayesian network
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Very large Bayesian multinets for text classification
Future Generation Computer Systems
An Interface Agent Approach to Personalize Users' Interaction with Databases
Journal of Intelligent Information Systems
The Journal of Supercomputing - Special issue: Parallel and distributed processing and applications
Correctness of Local Probability Propagation in Graphical Models with Loops
Neural Computation
Ontological inference for image and video analysis
Machine Vision and Applications
Building a Bayesian network model of heart disease
ACM-SE 38 Proceedings of the 38th annual on Southeast regional conference
An adjustment model in a geometric constraint solving problem
Proceedings of the 2006 ACM symposium on Applied computing
Data mining for improved cardiac care
ACM SIGKDD Explorations Newsletter
Artificial Intelligence and Law
Automatic semantics extraction in law documents
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Time series extrapolation using hierarchical case-based reasoning
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Iterative Compilation of Multiagent Probabilistic Graphical Models
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Stochastic ordering and robustness in classification from a Bayesian network
Decision Support Systems
Predicting software defects in varying development lifecycles using Bayesian nets
Information and Software Technology
Computational cognitive linguistics
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Approaches for automated detection and classification of masses in mammograms
Pattern Recognition
International Journal of Approximate Reasoning
On the use of Bayesian Networks to develop behaviours for mobile robots
Robotics and Autonomous Systems
Well-calibrated predictions from on-line compression models
Theoretical Computer Science - Algorithmic learning theory
A hybrid personal assistant based on Bayesian networks and a rule-based system inside a smartphone
International Journal of Hybrid Intelligent Systems
Eliciting user preferences through a guided design personalization process
Knowledge-Based Systems
Bayesian Networks and participatory modelling in water resource management
Environmental Modelling & Software
Artificial Intelligence and Law
Facing classification problems with Particle Swarm Optimization
Applied Soft Computing
A New Singly Connected Network Classifier based on Mutual Information
Intelligent Data Analysis
Graphical Models for Groups: Belief Aggregation and Risk Sharing
Decision Analysis
Evaluating Bayesian networks' precision for detecting students' learning styles
Computers & Education
The Journal of Machine Learning Research
MeteoBayes: Effective Plan Recognition in a Weather Dialogue System
IEEE Intelligent Systems
Project Data Incorporating Qualitative Factors for Improved Software Defect Prediction
PROMISE '07 Proceedings of the Third International Workshop on Predictor Models in Software Engineering
Mining breast cancer data with XCS
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Inference in hybrid Bayesian networks using dynamic discretization
Statistics and Computing
Automatic classification of provisions in legislative texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part II
Missing values prediction with K2
Intelligent Data Analysis
Supervised model-based visualization of high-dimensional data
Intelligent Data Analysis
Tailored-to-Fit Bayesian Network Modeling of Expert Diagnostic Knowledge
Journal of VLSI Signal Processing Systems
Empirical Analysis of Software Fault Content and Fault Proneness Using Bayesian Methods
IEEE Transactions on Software Engineering
Software maintenance project delays prediction using Bayesian Networks
Expert Systems with Applications: An International Journal
A model for parameter setting based on Bayesian networks
Engineering Applications of Artificial Intelligence
An approach to hybrid probabilistic models
International Journal of Approximate Reasoning
Distributed probabilistic inferencing in sensor networks using variational approximation
Journal of Parallel and Distributed Computing
Machine learning: a review of classification and combining techniques
Artificial Intelligence Review
Approximate algorithms for credal networks with binary variables
International Journal of Approximate Reasoning
Credit risk analysis using a hybrid data mining model
International Journal of Intelligent Systems Technologies and Applications
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
International Journal of Metadata, Semantics and Ontologies
Natural interaction in intelligent spaces: Designing for architecture and entertainment
Multimedia Tools and Applications
Learning Bayesian networks from incomplete databases using a novel evolutionary algorithm
Decision Support Systems
Selective costing voting for bankruptcy prediction
International Journal of Knowledge-based and Intelligent Engineering Systems
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
DCMI '05 Proceedings of the 2005 international conference on Dublin Core and metadata applications: vocabularies in practice
On the effectiveness of early life cycle defect prediction with Bayesian Nets
Empirical Software Engineering
An Agent Based Modelling Approach for Stochastic Planning Parameters
HoloMAS '07 Proceedings of the 3rd international conference on Industrial Applications of Holonic and Multi-Agent Systems: Holonic and Multi-Agent Systems for Manufacturing
Modeling Highway Traffic Volumes
ECML '07 Proceedings of the 18th European conference on Machine Learning
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Mining Causal Knowledge from Diagnostic Knowledge
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
An empirical study of the effect of time constraints on the cost-benefits of regression testing
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
Bayesian belief network for box-office performance: A case study on Korean movies
Expert Systems with Applications: An International Journal
Local reweight wrapper for the problem of imbalance
International Journal of Artificial Intelligence and Soft Computing
Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
On Directed and Undirected Propagation Algorithms for Bayesian Networks
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A simple graphical approach for understanding probabilistic inference in Bayesian networks
Information Sciences: an International Journal
Designing an Intelligent Coach for a Collaborative Concept-Mapping Learning Environment
Advances in Blended Learning
A defect prediction method for software versioning
Software Quality Control
Rule-Based Approaches for Representing Probabilistic Ontology Mappings
Uncertainty Reasoning for the Semantic Web I
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
Web Cost Estimation and Productivity Benchmarking
Software Engineering
Triangulation of Bayesian networks with recursive estimation of distribution algorithms
International Journal of Approximate Reasoning
BAIS: A Bayesian Artificial Immune System for the effective handling of building blocks
Information Sciences: an International Journal
Causal Ambiguity, Complexity, and Capability-Based Advantage
Management Science
Editorial: Introduction to the special issue on Graphical Models and Information Retrieval
International Journal of Approximate Reasoning
An Inductive Logic Programming Approach to Statistical Relational Learning
Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
Supervised Machine Learning: A Review of Classification Techniques
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Troubleshooting when Action Costs are Dependent with Application to a Truck Engine
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
Merging possibilistic networks
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
On the Use of Clustering in Possibilistic Decision Tree Induction
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Acyclic Directed Graphs to Represent Conditional Independence Models
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Mining and Visualizing Mobile Social Network Based on Bayesian Probabilistic Model
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
A bayes net approach to argumentation
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Learning distributed bayesian network structure using majority-based method
Journal of Computational Methods in Sciences and Engineering
Analysing complex behaviour of hydrological systems through a system dynamics approach
Environmental Modelling & Software
SAFECOMP '09 Proceedings of the 28th International Conference on Computer Safety, Reliability, and Security
A join tree probability propagation architecture for semantic modeling
Journal of Intelligent Information Systems
ICWL '009 Proceedings of the 8th International Conference on Advances in Web Based Learning
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Possibilistic causal networks for handling interventions: a new propagation algorithm
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Preference aggregation with graphical utility models
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Probabilistic planning via heuristic forward search and weighted model counting
Journal of Artificial Intelligence Research
Policy recognition in the abstract hidden Markov model
Journal of Artificial Intelligence Research
Variational probabilistic inference and the QMR-DT network
Journal of Artificial Intelligence Research
Reasoning about actions in narrative understanding
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Inside-outside probability computation for belief propagation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Dynamic Bayesian modeling of the cerebral activity
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A general model for online probabilistic plan recognition
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A context-aware service model using a multi-level prediction algorithm in smart home environments
Proceedings of the 2009 International Conference on Hybrid Information Technology
Confidence intervals for probabilistic network classifiers
Computational Statistics & Data Analysis
The graph neural network model
IEEE Transactions on Neural Networks
Towards a Method for Data Accuracy Assessment Utilizing a Bayesian Network Learning Algorithm
Journal of Data and Information Quality (JDIQ)
Fast recommendations using GAI models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Multiobjective optimization using GAI models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
D-Separation and computation of probability distributions in Bayesian networks
Artificial Intelligence Review
Critical remarks on belief updating in Bayesian networks
CI '07 Proceedings of the Third IASTED International Conference on Computational Intelligence
Estimation of Distribution Algorithms for the Machine-Part Cell Formation
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
Arithmetic encoding of Markov random fields
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 1
A formal comparison of variable elimination and arc reversal in Bayesian network inference
Intelligent Decision Technologies
Very large Bayesian multinets for text classification
Future Generation Computer Systems
Model similarity and robustness in predictions from Bayesian networks
MIC '07 Proceedings of the 26th IASTED International Conference on Modelling, Identification, and Control
Representing human uncertainty by subjective likelihood estimates
International Journal of Approximate Reasoning
THE-MUSS: Mobile u-health service system
Computer Methods and Programs in Biomedicine
Constraint complexity of realizations of linear codes on arbitrary graphs
IEEE Transactions on Information Theory
Design of scalable decoders for sensor networks via Bayesian network learning
IEEE Transactions on Communications
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Kansei agent framework for Kansei engineering
International Journal of Biometrics
Evaluation framework for the design of an engineering model
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Modelling expertise for structure elucidation in organic chemistry using Bayesian networks
Knowledge-Based Systems
Bayesian network classifiers versus selective k-NN classifier
Pattern Recognition
Experimental evaluation of an automatic parameter setting system
Expert Systems with Applications: An International Journal
Quality prediction and assessment for product lines
CAiSE'03 Proceedings of the 15th international conference on Advanced information systems engineering
Using test plans for Bayesian modeling
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
A machine learning model for information retrieval with structured documents
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Multiple features in temporal models for the representation of visual contents in video
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
On combination of face authentication experts by a mixture of quality dependent fusion classifiers
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
A self-referential perceptual inference framework for video interpretation
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Online analysis of hierarchical events in meetings
UI-HCII'07 Proceedings of the 2nd international conference on Usability and internationalization
The use of a Bayesian network for web effort estimation
ICWE'07 Proceedings of the 7th international conference on Web engineering
Using weak prior information on structures to learn Bayesian networks
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Critical remarks on the computational complexity in probabilistic inference
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
A web-based interface for hiding Bayesian network inference
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
A decomposition algorithm for learning Bayesian network structures from data
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
PAID: packet analysis for anomaly intrusion detection
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Automatic recognition of hand gestures with differential evolution
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
DEEPER: a full parsing based approach to protein relation extraction
EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
New advances in logic-based probabilistic modeling by PRISM
Probabilistic inductive logic programming
A behavioral comparison of some probabilistic logic models
Probabilistic inductive logic programming
Learning locally minimax optimal Bayesian networks
International Journal of Approximate Reasoning
Dependability metrics
Adaptive modelling for adaptive water quality management in the Great Barrier Reef region, Australia
Environmental Modelling & Software
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Bayesian compressive sensing via belief propagation
IEEE Transactions on Signal Processing
An entropy-driven expert system shell applied to portfolio selection
Expert Systems with Applications: An International Journal
The Knowledge Engineering Review
A novel clustering approach: Artificial Bee Colony (ABC) algorithm
Applied Soft Computing
Lower Bounds on Argument Verification in Computational Dialectic
Proceedings of the 2010 conference on Computational Models of Argument: Proceedings of COMMA 2010
Information-based item selection with blocking strategy based on a Bayesian network
EDUCATION'10 Proceedings of the 7th WSEAS international conference on Engineering education
Information-based item selection with blocking strategy based on a Bayesian network
WSEAS Transactions on Information Science and Applications
An integrated approach to linking economic valuation and catchment modelling
Environmental Modelling & Software
Defect cost flow model: a Bayesian network for predicting defect correction effort
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
A multiple system performance monitoring model for web services
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
Dynamic Bayesian networks for learning interactions between assistive robotic walker and human users
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Acyclic directed graphs representing independence models
International Journal of Approximate Reasoning
Inferring interventions in product-based possibilistic causal networks
Fuzzy Sets and Systems
Planning with noisy probabilistic relational rules
Journal of Artificial Intelligence Research
Using real option thinking to improve decision making in security investment
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems - Volume Part I
Data mining for quality control: Burr detection in the drilling process
Computers and Industrial Engineering
Turn-taking cues in task-oriented dialogue
Computer Speech and Language
Decision making with multiple objectives using GAI networks
Artificial Intelligence
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Tandem decoding of children's speech for keyword detection in a child-robot interaction scenario
ACM Transactions on Speech and Language Processing (TSLP)
A Bayesian approach for object classification based on clusters of SIFT local features
Expert Systems with Applications: An International Journal
Transformations around quantitative possibilistic logic
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
Expert Systems with Applications: An International Journal
An application of uncertain reasoning to requirements engineering
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Possibilistic logic bases and possibilistic graphs
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Learning bayesian network structure from massive datasets: the «sparse candidate« algorithm
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Graphical representations of consensus belief
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Approximate learning in complex dynamic Bayesian networks
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Loopy belief propagation and Gibbs measures
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
IPF for discrete chain factor graphs
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
A differential approach to inference in Bayesian networks
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Marginalization in composed probabilistic models
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Combinatorial optimization by learning and simulation of Bayesian networks
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Variational approximations between mean field theory and the junction tree algorithm
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
When do numbers really matter?
UAI'01 Proceedings of the Seventeenth 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
Irrelevance and independence relations in Quasi-Bayesian networks
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Large deviation methods for approximate probabilistic inference
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Robustness analysis of Bayesian networks with local convex sets of distributions
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Myopic value of information in influence diagrams
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Composition of probability measures on finite spaces
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Error bounds between marginal probabilities and beliefs of loopy belief propagation algorithm
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
OntoBayes approach to corporate knowledge
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Learning bayesian network equivalence classes from incomplete data
DS'06 Proceedings of the 9th international conference on Discovery Science
Bayesian student models based on item to item knowledge structures
EC-TEL'06 Proceedings of the First European conference on Technology Enhanced Learning: innovative Approaches for Learning and Knowledge Sharing
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Predicting fraudulent financial statements with machine learning techniques
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
1 Billion Pages = 1 Million Dollars? mining the web to play "who wants to be a millionaire?"
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Agent-based distributed intrusion alert system
IWDC'04 Proceedings of the 6th international conference on Distributed Computing
A bayes net approach to argumentation based negotiation
ArgMAS'04 Proceedings of the First international conference on Argumentation in Multi-Agent Systems
Partially ordered template-based matching algorithm for financial time series
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Automatic classification of handsegmented image parts with differential evolution
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Multistream dynamic bayesian network for meeting segmentation
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Bayesian networks in software maintenance management
SOFSEM'05 Proceedings of the 31st international conference on Theory and Practice of Computer Science
Probabilistic graphical models for the diagnosis of analog electrical circuits
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Qualified probabilistic predictions using graphical models
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
Using bayesian networks for modeling students' learning bugs and sub-skills
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Prediction of indoor movements using bayesian networks
LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness
CMSB'04 Proceedings of the 20 international conference on Computational Methods in Systems Biology
Generalising event trees using bayesian networks with a case study of train derailment
SAFECOMP'05 Proceedings of the 24th international conference on Computer Safety, Reliability, and Security
Analogy-based reasoning in classifier construction
Transactions on Rough Sets IV
Auditing and inference control for privacy preservation in uncertain environments
EuroSSC'06 Proceedings of the First European conference on Smart Sensing and Context
Detecting giant solar flares based on sunspot parameters using bayesian networks
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
An ontological approach to infer student's emotions
ICHL'09 Proceedings of the Second international conference on Hybrid Learning and Education
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Predictive monitoring environment
CSCC'11 Proceedings of the 2nd international conference on Circuits, Systems, Communications & Computers
Building an expert-based web effort estimation model using bayesian networks
EASE'09 Proceedings of the 13th international conference on Evaluation and Assessment in Software Engineering
Predicting web development effort using a bayesian network
EASE'07 Proceedings of the 11th international conference on Evaluation and Assessment in Software Engineering
Bayesian learning for cardiac SPECT image interpretation
Artificial Intelligence in Medicine
Cerebral modeling and dynamic Bayesian networks
Artificial Intelligence in Medicine
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
Aggregate queries on probabilistic record linkages
Proceedings of the 15th International Conference on Extending Database Technology
Artificial Intelligence in Medicine
Inference in possibilistic network classifiers under uncertain observations
Annals of Mathematics and Artificial Intelligence
Proceedings of the 34th International Conference on Software Engineering
Reasoning and Learning in Extended Structured Bayesian Networks
Fundamenta Informaticae
An unsupervised dynamic Bayesian network approach to measuring speech style accommodation
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
A Bayesian network for burr detection in the drilling process
Journal of Intelligent Manufacturing
Combining static/dynamic fault trees and event trees using Bayesian networks
SAFECOMP'07 Proceedings of the 26th international conference on Computer Safety, Reliability, and Security
Representing parameterised fault trees using Bayesian networks
SAFECOMP'07 Proceedings of the 26th international conference on Computer Safety, Reliability, and Security
Keyword spotting exploiting Long Short-Term Memory
Speech Communication
Improving software effort estimation using an expert-centred approach
HCSE'12 Proceedings of the 4th international conference on Human-Centered Software Engineering
Prediction analysis of a wastewater treatment system using a Bayesian network
Environmental Modelling & Software
Differential Evolution for automatic rule extraction from medical databases
Applied Soft Computing
QoS-Aware cloud service composition based on economic models
ICSOC'12 Proceedings of the 10th international conference on Service-Oriented Computing
A multi-agent model that promotes team-role balance in computer supported collaborative learning
ADNTIIC'11 Proceedings of the Second international conference on Advances in New Technologies, Interactive Interfaces and Communicability
International Journal of Systems and Service-Oriented Engineering
Problem solving learning environments and assessment: A knowledge space theory approach
Computers & Education
Bayesian network analysis for the dynamic prediction of early stage entrepreneurial activity index
Expert Systems with Applications: An International Journal
Improving naive Bayes classifier using conditional probabilities
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Computer Methods and Programs in Biomedicine
Information Sciences: an International Journal
Computer Methods and Programs in Biomedicine
Model Similarity and Rank-Order Based Classification of Bayesian Networks
Journal of Classification
Exploring systems engineering patterns in government acquisition of complex information systems
Information-Knowledge-Systems Management
Visual Focus of Attention in Non-calibrated Environments using Gaze Estimation
International Journal of Computer Vision
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