Learning Bayesian Networks

An empirical evaluation of possible variations of lazy propagation

UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence

Building Bayesian Network Models in Medicine: The MENTOR Experience

Applied Intelligence

Causal probabilistic input dependency learning for switching model in VLSI circuits

GLSVLSI '05 Proceedings of the 15th ACM Great Lakes symposium on VLSI

Temporal analysis of infectious diseases: influenza

Proceedings of the 2005 ACM symposium on Applied computing

Mining multimedia salient concepts for incremental information extraction

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

The Costs of Ignoring High-Order Correlations in Populations of Model Neurons

Neural Computation

Feature selection in Bayesian classifiers for the prognosis of survival of cirrhotic patients treated with TIPS

Journal of Biomedical Informatics - Special issue: Clinical machine learning

Learning decomposable markov networks in pseudo-independent domains with local evaluation

Machine Learning

The max-min hill-climbing Bayesian network structure learning algorithm

Machine Learning

Reasoning about obfuscated private information: who have lied and how to lie

Proceedings of the 5th ACM workshop on Privacy in electronic society

Homogeneity, selection, and the faithfulness condition

Minds and Machines

Mining constraint violations

ACM Transactions on Database Systems (TODS)

Named entity recognition in a South African context

SAICSIT '06 Proceedings of the 2006 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries

Standards for image annotation using Semantic Web

Computer Standards & Interfaces

Belief Functions Based Parameter and Structure Learning of Bayesian Networks in the Presence of Missing Data

International Journal of Hybrid Intelligent Systems

Taxonomic knowledge structure discovery from imagery-based data using the neural associative incremental learning (NAIL) algorithm

Information Fusion

Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm

The Journal of Machine Learning Research

Enterprise architecture analysis with extended influence diagrams

Information Systems Frontiers

Evolving a Bayesian classifier for ECG-based age classification in medical applications

Applied Soft Computing

Using genetic feature selection for improving cyber attack detection rate

ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology

A management scheme for distributed cross-layer reconfigurations in the context of cognitive B3G infrastructures

Computer Communications

MEBN: A language for first-order Bayesian knowledge bases

Artificial Intelligence

Generalized ordering-search for learning directed probabilistic logical models

Machine Learning

Statistical Characterization of Protein Ensembles

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Approximate algorithms for credal networks with binary variables

International Journal of Approximate Reasoning

Diagnostic reasoning and medical decision-making with fuzzy influence diagrams

Computer Methods and Programs in Biomedicine

Analyzing air combat simulation results with dynamic Bayesian networks

Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come

Modelling gene functional linkages using yeast microarray data

International Journal of Bioinformatics Research and Applications

Automatic fuzzy decision network transformation

AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases

Bayesian networks with a logistic regression model for the conditional probabilities

International Journal of Approximate Reasoning

Identification of best sets of actions in Influence Nets

International Journal of Hybrid Intelligent Systems

The probabilistic program dependence graph and its application to fault diagnosis

ISSTA '08 Proceedings of the 2008 international symposium on Software testing and analysis

Probabilistic logic with independence

International Journal of Approximate Reasoning

A Bayesian network for IT governance performance prediction

Proceedings of the 10th international conference on Electronic commerce

Adaptive neural queue management for TCP networks

Computers and Electrical Engineering

On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias

Artificial Intelligence

Modeling time-varying uncertain situations using Dynamic Influence Nets

International Journal of Approximate Reasoning

On the effectiveness of early life cycle defect prediction with Bayesian Nets

Empirical Software Engineering

Towards Learning Non-recursive LPADs by Transforming Them into Bayesian Networks

Inductive Logic Programming

Nasopharyngeal Carcinoma Data Analysis with a Novel Bayesian Network Skeleton Learning Algorithm

AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine

Bayesian Collaborative Predictors for General User Modeling Tasks

Neural Information Processing

AIS-Based Bootstrapping of Bayesian Networks for Identifying Protein Energy Route

ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems

A Novel Scalable and Data Efficient Feature Subset Selection Algorithm

ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II

Bayesian Network for Future Home Energy Consumption

KI '08 Proceedings of the 31st annual German conference on Advances in Artificial Intelligence

Detection of Anomalies in Large Datasets Using an Active Learning Scheme Based on Dirichlet Distributions

IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence

UNSUPERVISED ANOMALY DETECTION IN LARGE DATABASES USING BAYESIAN NETWORKS

Applied Artificial Intelligence

Adaptive learning of dynamic Bayesian networks with changing structures by detecting geometric structures of time series

Knowledge and Information Systems

A Simulation-Based Experience in Learning Structures of Bayesian Networks to Represent How Students Learn Composite Concepts

International Journal of Artificial Intelligence in Education

Discriminative vs. Generative Learning of Bayesian Network Classifiers

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

A Semi-naive Bayes Classifier with Grouping of Cases

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

A Fast Hill-Climbing Algorithm for Bayesian Networks Structure Learning

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

Minimal separators in dependency structures: Properties and identification

Cybernetics and Systems Analysis

Emerging, Self-Management Functionality for Introducing Cognition in the Wireless, B3G World

Wireless Personal Communications: An International Journal

Learning directed probabilistic logical models from relational data

AI Communications

Learning Ground CP-Logic Theories by Leveraging Bayesian Network Learning Techniques

Fundamenta Informaticae - Progress on Multi-Relational Data Mining

A Study of Pre-Decision Evaluation Using Influence Diagram: An Estimation of the Benefits of Influenza Vaccination

Journal of Medical Systems

Web robot detection: A probabilistic reasoning approach

Computer Networks: The International Journal of Computer and Telecommunications Networking

Bayesian classifiers based on kernel density estimation: Flexible classifiers

International Journal of Approximate Reasoning

Bayesian prediction of an epidemic curve

Journal of Biomedical Informatics

Bayesian clustering of flow cytometry data for the diagnosis of B-Chronic Lymphocytic Leukemia

Journal of Biomedical Informatics

Enhancing Channel Estimation in Cognitive Radio Systems by means of Bayesian Networks

Wireless Personal Communications: An International Journal

Data Collection Prioritization for System Quality Analysis

Electronic Notes in Theoretical Computer Science (ENTCS)

Enabling Large-Scale Bayesian Network Learning by Preserving Intercluster Directionality

IEICE - Transactions on Information and Systems

Text-Independent Speaker Identification in a Distant-Talking Multi-Microphone Environment

IEICE - Transactions on Information and Systems

Probabilistic Methods for Financial and Marketing Informatics

Probabilistic Methods for Financial and Marketing Informatics

Using Enterprise Architecture Models and Bayesian Belief Networks for Failure Impact Analysis

Service-Oriented Computing --- ICSOC 2008 Workshops

Assessing System Availability Using an Enterprise Architecture Analysis Approach

Service-Oriented Computing --- ICSOC 2008 Workshops

Causal Ambiguity, Complexity, and Capability-Based Advantage

Management Science

GAODE and HAODE: two proposals based on AODE to deal with continuous variables

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Scalable pseudo-likelihood estimation in hybrid random fields

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

Interpretation of Ambiguous Zone in Handwritten Chinese Character Images Using Bayesian Network

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III

Structure identification of Bayesian classifiers based on GMDH

Knowledge-Based Systems

Robust Gene Selection from Microarray Data with a Novel Markov Boundary Learning Method: Application to Diabetes Analysis

ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

A Bayesian network for outbreak detection and prediction

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2

Graph-Based Analysis of Nasopharyngeal Carcinoma with Bayesian Network Learning Methods

GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition

Further Steps towards Driver Modeling According to the Bayesian Programming Approach

ICDHM '09 Proceedings of the 2nd International Conference on Digital Human Modeling: Held as Part of HCI International 2009

Developing monthly operating rules for a cascade system of reservoirs: Application of Bayesian Networks

Environmental Modelling & Software

Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks

Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks

Discovering implicit intention-level knowledge from natural-language texts

Knowledge-Based Systems

Exploiting Data Missingness in Bayesian Network Modeling

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII

Incremental Bayesian Network Learning for Scalable Feature Selection

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII

Minimum Free Energy Principle for Constraint-Based Learning Bayesian Networks

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I

Modeling spatial and temporal variation in motion data

ACM SIGGRAPH Asia 2009 papers

A rigorously Bayesian beam model and an adaptive full scan model for range finders in dynamic environments

Journal of Artificial Intelligence Research

Experience transfer for the configuration tuning in large scale computing systems

ACM SIGMETRICS Performance Evaluation Review

Enterprise architecture dependency analysis using fault trees and Bayesian networks

SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference

Construction of minimal d-separators in a dependency system

Cybernetics and Systems Analysis

Implementing tutoring strategies into a patient simulator for clinical reasoning learning

Artificial Intelligence in Medicine

A statistical method for structure learning of Bayesian networks from data

Proceedings of the 2009 International Conference on Hybrid Information Technology

Mind change optimal learning of Bayes net structure from dependency and independency data

Information and Computation

A conditional independence algorithm for learning undirected graphical models

Journal of Computer and System Sciences

Towards a Method for Data Accuracy Assessment Utilizing a Bayesian Network Learning Algorithm

Journal of Data and Information Quality (JDIQ)

Scalable statistical learning: a modular Bayesian/Markov network approach

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Adaptive fuzzy priors for Bayesian inference

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

On finding the best combination of events in a Bayesian network

ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology

Optimal coordination of multi-task allocation and path planning for UAVs using dynamic Bayesian network

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

Modeling the IT impact on organizational structure

EDOC'09 Proceedings of the 13th IEEE international conference on Enterprise Distributed Object Computing

Enterprise architecture analysis for data accuracy assessments

EDOC'09 Proceedings of the 13th IEEE international conference on Enterprise Distributed Object Computing

Design of scalable decoders for sensor networks via Bayesian network learning

IEEE Transactions on Communications

A novel Markov boundary based feature subset selection algorithm

Neurocomputing

A conservative feature subset selection algorithm with missing data

Neurocomputing

Learning of model parameters for fault diagnosis in wireless networks

Wireless Networks

Introducing cognitive systems in the wireless B3G world: Motivations and basic engineering challenges

Telematics and Informatics

Identifying gene regulatory networks using evolutionary algorithms

Journal of Computing Sciences in Colleges

A multi-agent systems approach to distributed bayesian information fusion

Information Fusion

Strong Limit Theorems for the Bayesian Scoring Criterion in Bayesian Networks

The Journal of Machine Learning Research

Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation

The Journal of Machine Learning Research

Understanding research field evolving and trend with dynamic Bayesian networks

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

A novel parameter decomposition approach for recovering poses of distal locking holes from single calibrated fluoroscopic image

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis

Mind change optimal learning of Bayes net structure

COLT'07 Proceedings of the 20th annual conference on Learning theory

Selecting features by learning Markov blankets

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

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

Spatio-temporal semantic map for acquiring and retargeting knowledge on everyday life behavior

JSAI'07 Proceedings of the 2007 conference on New frontiers in artificial intelligence

Detecting computer intrusions with Bayesian networks

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning

A geometric view on learning Bayesian network structures

International Journal of Approximate Reasoning

Reward-modulated hebbian learning of decision making

Neural Computation

Modeling web quality using a probabilistic approach: An empirical validation

ACM Transactions on the Web (TWEB)

Empirical analysis of an on-line adaptive system using a mixture of Bayesian networks

Information Sciences: an International Journal

Detecting and modeling play behavior using sensor-embedded rock-climbing equipment

Proceedings of the 9th International Conference on Interaction Design and Children

Graphical probabilistic routing model for OBS networks with realistic traffic scenario

GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications

Misuse-based intrusion detection using Bayesian networks

International Journal of Critical Computer-Based Systems

Secure transaction protocol analysis: models and applications

Secure transaction protocol analysis: models and applications

Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding

International Journal of Computer Vision

Learning Bayesian networks from survival data using weighting censored instances

Journal of Biomedical Informatics

Probabilistic and analytical estimation of software development team size

International Journal of Hybrid Intelligent Systems

Fault detection and diagnosis of distributed parameter systems based on sensor networks and Bayesian networks

CONTROL'10 Proceedings of the 6th WSEAS international conference on Dynamical systems and control

Causal networks for risk and compliance: methodology and application

IBM Journal of Research and Development

Architecture analysis of enterprise systems modifiability: a metamodel for software change cost estimation

Software Quality Control

Learning patient-specific predictive models from clinical data

Journal of Biomedical Informatics

Bayesian networks

Communications of the ACM

Context-Specific Independence in Directed Relational Probabilistic Models and its Influence on the Efficiency of Gibbs Sampling

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence

Kernel-Based Hybrid Random Fields for Nonparametric Density Estimation

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence

Probabilistic Logic with Conditional Independence Formulae

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence

Real-time traffic signal learning control using BPNN based on predictions of the probabilistic distribution of standing vehicles

Artificial Life and Robotics

Adaptive behaviors of reactive mobile robot with Bayesian inference in nonstationary environments

Applied Intelligence

A new stochastic algorithm for strategy optimisation in Bayesian influence diagrams

ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II

An importance sampling approach to integrate expert knowledge when learning Bayesian networks from data

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty

Unscented feature tracking

Computer Vision and Image Understanding

An information theoretic approach to reverse engineering of regulatory gene networks from time-course data

CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics

An efficient and scalable algorithm for local Bayesian network structure discovery

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III

Theory of Influence Networks

Journal of Intelligent and Robotic Systems

Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

An Efficient Algorithm for Learning Bayesian Networks from Data

Fundamenta Informaticae - From Mathematical Beauty to the Truth of Nature: to Jerzy Tiuryn on his 60th Birthday

Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood

Data Mining and Knowledge Discovery

Robust Gait Recognition by Learning and Exploiting Sub-gait Characteristics

International Journal of Computer Vision

Probabilistic Logic with Conditional Independence Formulae

Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium

Learning factorizations in estimation of distribution algorithms using affinity propagation

Evolutionary Computation

Inferring interventions in product-based possibilistic causal networks

Fuzzy Sets and Systems

A visual grammar for face detection

IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence

Learning Instance-Specific Predictive Models

The Journal of Machine Learning Research

Efficient Algorithms for Conditional Independence Inference

The Journal of Machine Learning Research

On open questions in the geometric approach to structural learning Bayesian nets

International Journal of Approximate Reasoning

An adaptive videos enrichment system based on decision trees for people with sensory disabilities

Proceedings of the International Cross-Disciplinary Conference on Web Accessibility

Active learning and subspace clustering for anomaly detection

Intelligent Data Analysis

Document processing with Bayesian network and agent-based programming

SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing

Trust-based security level evaluation using Bayesian belief networks

Transactions on computational science X

Reliable context capturing for smart offices using a sensor network

International Journal of Ad Hoc and Ubiquitous Computing

Influence diagrams in analysis of discrete event simulation data

Winter Simulation Conference

Component deployment optimisation with bayesian learning

Proceedings of the 14th international ACM Sigsoft symposium on Component based software engineering

Bayesian network-based model for the diagnosis of deterioration of semantic content compatible with Alzheimer's disease

IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I

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

Learning temporal Bayesian networks for power plant diagnosis

IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I

Scaling up the greedy equivalence search algorithm by constraining the search space of equivalence classes

ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty

Markov blanket approximation based on clustering

ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems

Efficient design and inference in distributed bayesian networks: an overview

TbiLLC'09 Proceedings of the 8th international tbilisi conference on Logic, language, and computation

Towards a general vision system based on symbol-relation grammars and Bayesian networks

AGI'11 Proceedings of the 4th international conference on Artificial general intelligence

Functional dependency discovery via Bayes net analysis

MAMECTIS/NOLASC/CONTROL/WAMUS'11 Proceedings of the 13th WSEAS international conference on mathematical methods, computational techniques and intelligent systems, and 10th WSEAS international conference on non-linear analysis, non-linear systems and chaos, and 7th WSEAS international conference on dynamical systems and control, and 11th WSEAS international conference on Wavelet analysis and multirate systems: recent researches in computational techniques, non-linear systems and control

Aircraft Collision Avoidance Using Monte Carlo Real-Time Belief Space Search

Journal of Intelligent and Robotic Systems

Analysis of conditional independence relationship and applications based on layer sorting in bayesian networks

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III

On the properties of concept classes induced by multivalued Bayesian networks

Information Sciences: an International Journal

Improving video classification via youtube video co-watch data

SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access

The probabilities mixture model for clustering flow-cytometric data: an application to gating lymphocytes in peripheral blood

ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis

Probabilistic Information Structure of Human Walking

Journal of Medical Systems

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

Context-Based scene recognition using bayesian networks with scale-invariant feature transform

ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems

An information-theoretic causal power theory

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

A dynamic bayesian network-based framework for visual tracking

ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems

Analysis of nasopharyngeal carcinoma risk factors with Bayesian networks

Artificial Intelligence in Medicine

Knowledge acquisition for diagnosis in cellular networks based on bayesian networks

KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management

An ontology-based approach for constructing Bayesian networks

Data & Knowledge Engineering

Learning bayesian networks does not have to be NP-Hard

MFCS'06 Proceedings of the 31st international conference on Mathematical Foundations of Computer Science

Scalable, efficient and correct learning of markov boundaries under the faithfulness assumption

ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Discriminative learning of bayesian network classifiers via the TM algorithm

ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Constrained score+(local)search methods for learning bayesian networks

ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Review: learning bayesian networks: Approaches and issues

The Knowledge Engineering Review

Robust inference of bayesian networks using speciated evolution and ensemble

ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems

Directed cycles in bayesian belief networks: probabilistic semantics and consistency checking complexity

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence

The IMAP hybrid method for learning gaussian bayes nets

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence

Composite decision by bayesian inference in distant-talking speech recognition

TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue

Logical bayesian networks and their relation to other probabilistic logical models

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming

Opinion helpfulness prediction in the presence of "words of few mouths"

World Wide Web

Utility-Aware Cognitive Network Selections in Wireless Infrastructures

Wireless Personal Communications: An International Journal

Imprecise probabilities for representing ignorance about a parameter

International Journal of Approximate Reasoning

Coupling bayesian networks with GIS-Based cellular automata for modeling land use change

GIScience'06 Proceedings of the 4th international conference on Geographic Information Science

Auditing and inference control for privacy preservation in uncertain environments

EuroSSC'06 Proceedings of the First European conference on Smart Sensing and Context

Global optimization with the gaussian polytree EDA

MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II

Data mining in inductive databases

KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases

A review of recent advances in learner and skill modeling in intelligent learning environments

User Modeling and User-Adapted Interaction

Solving ramified optimal transport problem in the bayesian influence diagram framework

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II

Combining PubMed knowledge and EHR data to develop a weighted bayesian network for pancreatic cancer prediction

Journal of Biomedical Informatics

Availability of enterprise IT systems: an expert-based Bayesian framework

Software Quality Control

Inference in possibilistic network classifiers under uncertain observations

Annals of Mathematics and Artificial Intelligence

Detecting dependencies in an anonymized dataset

Proceedings of the International Conference on Advances in Computing, Communications and Informatics

Soft constraints for KnowLang

Proceedings of the Fifth International C* Conference on Computer Science and Software Engineering

Knowledge representation for self-adaptive behavior

Proceedings of the Fifth International C* Conference on Computer Science and Software Engineering

A new learning structure heuristic of bayesian networks from data

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition

Learning Ground CP-Logic Theories by Leveraging Bayesian Network Learning Techniques

Fundamenta Informaticae - Progress on Multi-Relational Data Mining

Understanding and prediction of mobile application usage for smart phones

Proceedings of the 2012 ACM Conference on Ubiquitous Computing

Understanding physiological responses to stressors during physical activity

Proceedings of the 2012 ACM Conference on Ubiquitous Computing

A Bayesian network for burr detection in the drilling process

Journal of Intelligent Manufacturing

Using artificial intelligence to predict surface roughness in deep drilling of steel components

Journal of Intelligent Manufacturing

Parallel Bayesian network structure learning with application to gene networks

SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis

A Markov blanket based strategy to optimize the induction of Bayesian classifiers when using conditional independence learning algorithms

DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery

Characteristic imsets for learning Bayesian network structure

International Journal of Approximate Reasoning

Stochastic techniques in influence diagrams for learning bayesian network structure

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I

Score-based methods for learning Markov boundaries by searching in constrained spaces

Data Mining and Knowledge Discovery

Multiple input and multiple output simulation metamodeling using Bayesian networks

Proceedings of the Winter Simulation Conference

The problem of finding the sparsest bayesian network for an input data set is NP-Hard

ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems

Assessment of adaptive human-robot interactions

Knowledge-Based Systems

Learning the local Bayesian network structure around the ZNF217 oncogene in breast tumours

Computers in Biology and Medicine

A review on evolutionary algorithms in Bayesian network learning and inference tasks

Information Sciences: an International Journal

Scaling up the Greedy Equivalence Search algorithm by constraining the search space of equivalence classes

International Journal of Approximate Reasoning

Locally averaged Bayesian Dirichlet metrics for learning the structure and the parameters of Bayesian networks

International Journal of Approximate Reasoning

A bayesian approach for constrained multi-agent minimum time search in uncertain dynamic domains

Proceedings of the 15th annual conference on Genetic and evolutionary computation

Multilevel Bayesian networks for the analysis of hierarchical health care data

Artificial Intelligence in Medicine

Discovering human immunodeficiency virus mutational pathways using temporal Bayesian networks

Artificial Intelligence in Medicine

Identifying significant edges in graphical models of molecular networks

Artificial Intelligence in Medicine

Parallel globally optimal structure learning of Bayesian networks

Journal of Parallel and Distributed Computing

Algorithms for discovery of multiple Markov boundaries

The Journal of Machine Learning Research

Automated reasoning, fast and slow

CADE'13 Proceedings of the 24th international conference on Automated Deduction

Exploring high-order functional interactions via structurally-weighted LASSO models

IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging

Refining a Bayesian Network using a Chain Event Graph

International Journal of Approximate Reasoning

A Multi-Objective Evolutionary Algorithm for enhancing Bayesian Networks hybrid-based modeling

Computers & Mathematics with Applications

A self-learning nurse call system

Computers in Biology and Medicine

Sub-local constraint-based learning of Bayesian networks using a joint dependence criterion

The Journal of Machine Learning Research

A PC algorithm variation for ordinal variables

Computational Statistics

An efficient node ordering method using the conditional frequency for the K2 algorithm

Pattern Recognition Letters

Determining dependence relations using a new score based on imprecise probabilities

Intelligent Data Analysis

Learning Bayesian network structure: Towards the essential graph by integer linear programming tools

International Journal of Approximate Reasoning