Creating an empirical basis for adaptation decisions
Proceedings of the 5th international conference on Intelligent user interfaces
An Introduction to Variational Methods for Graphical Models
Machine Learning
Context-specific Bayesian clustering for gene expression data
RECOMB '01 Proceedings of the fifth annual international conference on Computational biology
Selectivity estimation using probabilistic models
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Computationally Efficient Stochastic Realization for Internal Multiscale Autoregressive Models
Multidimensional Systems and Signal Processing
From promoter sequence to expression: a probabilistic framework
Proceedings of the sixth annual international conference on Computational biology
Learning probabilistic relational models
Relational Data Mining
Parameter Learning in Object-Oriented Bayesian Networks
Annals of Mathematics and Artificial Intelligence
Structural Modelling with Sparse Kernels
Machine Learning
Inferring user goals from personality and behavior in a causal model of user affect
Proceedings of the 8th international conference on Intelligent user interfaces
Control of exploitation-exploration meta-parameter in reinforcement learning
Neural Networks - Computational models of neuromodulation
Modeling dependencies in protein-DNA binding sites
RECOMB '03 Proceedings of the seventh annual international conference on Research in computational molecular biology
Learning Probabilistic Relational Models
SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation
Using Feature Hierarchies in Bayesian Network Learning
SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation
Construction of Large-Scale Bayesian Networks by Local to Global Search
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Adaptive interfaces and agents
The human-computer interaction handbook
Data perturbation for escaping local maxima in learning
Eighteenth national conference on Artificial intelligence
Eighteenth national conference on Artificial intelligence
Data mining tasks and methods: Equation fitting: methodology for equation fitting
Handbook of data mining and knowledge discovery
Learning probabilistic models of link structure
The Journal of Machine Learning Research
Structure Search and Stability Enhancement of Bayesian Networks
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
A new framework for clustering algorithm evaluation in the domain of functional genomics
Proceedings of the 2004 ACM symposium on Applied computing
Learning Bayesian network classifiers by maximizing conditional likelihood
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Dependent Dirichlet priors and optimal linear estimators for belief net parameters
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Learning Hidden Variable Networks: The Information Bottleneck Approach
The Journal of Machine Learning Research
A Comparison of Algorithms for Inference and Learning in Probabilistic Graphical Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Mobile Computing
A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data
ENC '05 Proceedings of the Sixth Mexican International Conference on Computer Science
Dialogue act recognition with Bayesian networks for Dutch dialogues
SIGDIAL '02 Proceedings of the 3rd SIGdial workshop on Discourse and dialogue - Volume 2
2005 Speical Issue: Graph kernels for chemical informatics
Neural Networks - Special issue on neural networks and kernel methods for structured domains
Ontological inference for image and video analysis
Machine Vision and Applications
Prediction Of Weather-Related Failures Of Overhead Distribution Feeders
Probability in the Engineering and Informational Sciences
Learning inexpensive parametric design models using an augmented genetic programming technique
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Decomposition of search for v-structures in DAGs
Journal of Multivariate Analysis
Decomposition of structural learning about directed acyclic graphs
Artificial Intelligence
Using query-specific variance estimates to combine Bayesian classifiers
ICML '06 Proceedings of the 23rd international conference on Machine learning
Full Bayesian network classifiers
ICML '06 Proceedings of the 23rd international conference on Machine learning
Communication management using abstraction in distributed Bayesian networks
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
A Bayesian belief network for IT implementation decision support
Decision Support Systems
International Journal of Hybrid Intelligent Systems
Automated criminal link analysis based on domain knowledge: Research Articles
Journal of the American Society for Information Science and Technology
A New Singly Connected Network Classifier based on Mutual Information
Intelligent Data Analysis
Bayesian Network Learning with Parameter Constraints
The Journal of Machine Learning Research
Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders
IEEE Transactions on Knowledge and Data Engineering
Efficient bayesian hierarchical user modeling for recommendation system
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Temporal causal modeling with graphical granger methods
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Diagnosis of breast cancer using Bayesian networks: A case study
Computers in Biology and Medicine
Event detection using "variable module graphs" for home care applications
EURASIP Journal on Applied Signal Processing
Rule mining with prior knowledge -- a belief networks approach
Intelligent Data Analysis
Appraisal of companies with Bayesian networks
International Journal of Business Intelligence and Data Mining
An improved Naive Bayesian classifier with advanced discretisation method
International Journal of Intelligent Systems Technologies and Applications
A Modeling and Assessing Method Based on Bayesian Networks
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Extreme inaccuracies in Gaussian Bayesian networks
Journal of Multivariate Analysis
International Journal of Artificial Intelligence in Education
Hybrid Architecture for a Reasoning Planner Agent
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Bayesian bot detection based on DNS traffic similarity
Proceedings of the 2009 ACM symposium on Applied Computing
Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Approximation Methods for Efficient Learning of Bayesian Networks
Proceedings of the 2008 conference on Approximation Methods for Efficient Learning of Bayesian Networks
Empirically building and evaluating a probabilistic model of user affect
User Modeling and User-Adapted Interaction
Detailed diagnosis in enterprise networks
Proceedings of the ACM SIGCOMM 2009 conference on Data communication
Bayesian reputation modeling in E-marketplaces sensitive to subjecthity, deception and change
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Competitive generative models with structure learning for NLP classification tasks
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
MCMC Based Bayesian Inference for Modeling Gene Networks
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
The Analytical Hierarchy Process for contaminated land management
Advanced Engineering Informatics
Discriminative model selection for belief net structures
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Learning probabilistic relational models
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
A theoretical framework for learning Bayesian networks with parameter inequality constraints
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Exploiting association and correlation rules parameters for learning Bayesian networks
Intelligent Data Analysis
D-Separation and computation of probability distributions in Bayesian networks
Artificial Intelligence Review
On the role of information networks in logistics: an evolutionary approach with military scenarios
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Graphical models for multi-modal automatic video editing in meetings
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Affordance based word-to-meaning association
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Cautious Collective Classification
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
Probabilistic modeling of alarm observation delay in network diagnosis
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Revision of first-order Bayesian classifiers
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Structure learning with nonparametric decomposable models
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Learning Bayesian network structure from incomplete data without any assumption
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Empirical analysis of an on-line adaptive system using a mixture of Bayesian networks
Information Sciences: an International Journal
Domain-specific iterative readability computation
Proceedings of the 10th annual joint conference on Digital libraries
Combining multimodal and temporal contextual information for semantic video analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Learning patient-specific predictive models from clinical data
Journal of Biomedical Informatics
Communications of the ACM
Computer-generated residential building layouts
ACM SIGGRAPH Asia 2010 papers
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Knowledge based activity recognition with dynamic bayesian network
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
A risk-aware resource service decision strategy for global computing
ATC'10 Proceedings of the 7th international conference on Autonomic and trusted computing
Bayesian network structure inference with an hierarchical Bayesian model
SBIA'10 Proceedings of the 20th Brazilian conference on Advances in artificial intelligence
Learning Instance-Specific Predictive Models
The Journal of Machine Learning Research
Inferring parameters of gene regulatory networks via particle filtering
EURASIP Journal on Advances in Signal Processing - Special issue on genomic signal processing
A hybrid method for learning Bayesian networks based on ant colony optimization
Applied Soft Computing
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Bayesian MAP model selection of chain event graphs
Journal of Multivariate Analysis
Semantic representation of multimedia content
Knowledge-driven multimedia information extraction and ontology evolution
ProPhyC: a probabilistic phylogenetic model for refining regulatory networks
ISBRA'11 Proceedings of the 7th international conference on Bioinformatics research and applications
Estimation of driver's fatigue based on steering wheel angle
EPCE'11 Proceedings of the 9th international conference on Engineering psychology and cognitive ergonomics
Discovering the hidden structure of complex dynamic systems
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Model based Bayesian exploration
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Data analysis with bayesian networks: a bootstrap approach
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
Robust feature selection by mutual information distributions
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Being Bayesian about network structure
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Exploiting qualitative knowledge in the learning of conditional probabilities of Bayesian networks
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Efficient stepwise selection in decomposable models
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Learning the dimensionality of hidden variables
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Bayesian error-bars for belief net inference
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
The Bayesian structural EM algorithm
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Diagnosis of chronic idiopathic inflammatory bowel disease using bayesian networks
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Learning students' learning patterns with support vector machines
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Toward adaptive information fusion in multimodal systems
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
Robust independence testing for constraint-based learning of causal structure
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
The Information bottleneck EM algorithm
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Efficient learning bayesian networks using PSO
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
A multivariate probabilistic method for comparing two clinical datasets
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Structural learning of graphical models and its applications to traditional chinese medicine
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Learning and classifying under hard budgets
ECML'05 Proceedings of the 16th European conference on Machine Learning
Data-Driven refinement of a probabilistic model of user affect
UM'05 Proceedings of the 10th international conference on User Modeling
MCMC Bayesian inference for heart sounds screening in assistive environments
Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments
The IMAP hybrid method for learning gaussian bayes nets
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
A survey on statistical relational learning
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
An integrative approach to infer regulation programs in a transcription regulatory module network
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Trends and issues in description logics frameworks for image interpretation
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Ranking gene regulatory network models with microarray data and bayesian network
CASDMKM'04 Proceedings of the 2004 Chinese academy of sciences conference on Data Mining and Knowledge Management
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
Graphical models for text-independent speaker verification
Nonlinear Speech Modeling and Applications
Combining user modeling and machine learning to predict users' multimodal integration patterns
MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction
Refining Regulatory Networks through Phylogenetic Transfer of Information
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Understanding tuberculosis epidemiology using structured statistical models
Artificial Intelligence in Medicine
Eye movements as time-series random variables: A stochastic model of eye movement control in reading
Cognitive Systems Research
Robotics and Computer-Integrated Manufacturing
Face authentication with salient local features and static Bayesian network
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
A review on evolutionary algorithms in Bayesian network learning and inference tasks
Information Sciences: an International Journal
Environmental Modelling & Software
Bayesian network modeling of Port State Control inspection findings and ship accident involvement
Expert Systems with Applications: An International Journal
Credal ensembles of classifiers
Computational Statistics & Data Analysis
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