Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in expert systems: theory and algorithms
Probabilistic reasoning in expert systems: theory and algorithms
Computer-based probabilistic-network construction
Computer-based probabilistic-network construction
A Guide to the Literature on Learning Probabilistic Networks from Data
IEEE Transactions on Knowledge and Data Engineering
UAI '89 Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence
SPARTAN: a model-based semantic compression system for massive data tables
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Learning Bayesian networks from data: an information-theory based approach
Artificial Intelligence
A new Bayesian tree learning method with reduced time and space complexity
Fundamenta Informaticae
Mining Bayesian Network Structure for Large Sets of Variables
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
Learning Bayesian-Network Topologies in Realistic Medical Domains
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
The Search of Causal Orderings: A Short Cut for Learning Belief Networks
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A New Bayesian Network Structure for Classification Tasks
AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
Learning Bayesian Belief Network Classifiers: Algorithms and System
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Learning with mixtures of trees
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
Learning Bayesian Networks from Incomplete Data Based on EMI Method
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Reasoning and learning in extended structured Bayesian networks
Fundamenta Informaticae
CORDS: automatic discovery of correlations and soft functional dependencies
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Causal probabilistic input dependency learning for switching model in VLSI circuits
GLSVLSI '05 Proceedings of the 15th ACM Great Lakes symposium on VLSI
Very large Bayesian multinets for text classification
Future Generation Computer Systems
A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data
ENC '05 Proceedings of the Sixth Mexican International Conference on Computer Science
GORDIAN: efficient and scalable discovery of composite keys
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Software Reliability Engineering: A Roadmap
FOSE '07 2007 Future of Software Engineering
On-line alert systems for production plants: A conflict based approach
International Journal of Approximate Reasoning
Diagnosis of breast cancer using Bayesian networks: A case study
Computers in Biology and Medicine
Rough set based approach for inducing decision trees
Knowledge-Based Systems
Information Sciences: an International Journal
Single robot - Multiple human interaction via intelligent user interfaces
Knowledge-Based Systems
Two Evolutionary Methods for Learning Bayesian Network Structures
Computational Intelligence and Security
Searching for interacting features in subset selection
Intelligent Data Analysis
Bayesian network structure learning using cooperative coevolution
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A conditional independence algorithm for learning undirected graphical models
Journal of Computer and System Sciences
CI '07 Proceedings of the Third IASTED International Conference on Computational Intelligence
Very large Bayesian multinets for text classification
Future Generation Computer Systems
Bayesian network modeling for evolutionary genetic structures
Computers & Mathematics with Applications
Bayesian Network Structure Learning by Recursive Autonomy Identification
The Journal of Machine Learning Research
A new restricted Bayesian network classifier
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Towards web services composition based on the mining and reasoning of their causal relationships
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Local learning algorithm for markov blanket discovery
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Tradeoff analysis of different Markov blanket local learning approaches
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Fast Markov blanket discovery algorithm via local learning within single pass
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Learning Bayesian network structure from incomplete data without any assumption
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Qualitative probabilistic networks with reduced ambiguities
Applied Intelligence
How to juggle columns: an entropy-based approach for table compression
Proceedings of the Fourteenth International Database Engineering & Applications Symposium
IKNOS: inference and knowledge in networks of sensors
International Journal of Sensor Networks
A performance evaluation framework for association mining in spatial data
Journal of Intelligent Information Systems
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Estimating selectivity for joined RDF triple patterns
Proceedings of the 20th ACM international conference on Information and knowledge management
Comparing Bayesian network classifiers
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
UAI'01 Proceedings of the Seventeenth 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
Bayesian network structure learning by recursive autonomy identification
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
An improved bayesian network learning algorithm based on dependency analysis
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
ComEnVprs: a novel approach for inducing decision tree classifiers
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Correlation-based and causal feature selection analysis for ensemble classifiers
ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Alert systems for production plants: a methodology based on conflict analysis
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Expert Systems with Applications: An International Journal
Editorial: Bayesian networks in biomedicine and health-care
Artificial Intelligence in Medicine
Using literature and data to learn Bayesian networks as clinical models of ovarian tumors
Artificial Intelligence in Medicine
Reasoning and Learning in Extended Structured Bayesian Networks
Fundamenta Informaticae
A New Bayesian Tree Learning Method with Reduced Time and Space Complexity
Fundamenta Informaticae
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