An Empirical Investigation of Instance-Specific Causal Bayesian Network Learning

2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm47256.2019.8983131 ◽

2019 ◽

Author(s):

Fattaneh Jabbari ◽

Shyam Visweswaran ◽

Gregory F. Cooper

Keyword(s):

Bayesian Network ◽

Empirical Investigation ◽

Network Learning ◽

Causal Bayesian Network

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A Causal Bayesian Network Model for Resolving Complex Wicked Problems

2021 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS) ◽

10.1109/iemtronics52119.2021.9422608 ◽

2021 ◽

Author(s):

Daniel T. Semwayo ◽

Ritesh Ajoodha

Keyword(s):

Bayesian Network ◽

Network Model ◽

Wicked Problems ◽

Bayesian Network Model ◽

Causal Bayesian Network

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On the potential of domain literature for clustering and Bayesian network learning

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02 ◽

10.1145/775047.775105 ◽

2002 ◽

Author(s):

Peter Antal ◽

Patrick Glenisson ◽

Geert Fannes

Keyword(s):

Bayesian Network ◽

Network Learning

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Bayesian Network Learning with the PC Algorithm: An Improved and Correct Variation

Applied Artificial Intelligence ◽

10.1080/08839514.2018.1526760 ◽

2018 ◽

Vol 33 (2) ◽

pp. 101-123 ◽

Author(s):

Michail Tsagris

Keyword(s):

Bayesian Network ◽

Network Learning ◽

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Using Bayesian Network Learning Algorithm to Discover Causal Relations in Multivariate Time Series

2011 IEEE 11th International Conference on Data Mining ◽

10.1109/icdm.2011.153 ◽

2011 ◽

Author(s):

Zhenxing Wang ◽

Laiwan Chan

Keyword(s):

Time Series ◽

Bayesian Network ◽

Learning Algorithm ◽

Multivariate Time Series ◽

Causal Relations ◽

Network Learning

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Gene Network Learning Using Regulated Dynamic Bayesian Network Methods

2008 Seventh International Conference on Machine Learning and Applications ◽

10.1109/icmla.2008.119 ◽

2008 ◽

Author(s):

Xiaotong Lin ◽

Xue-wen Chen

Keyword(s):

Bayesian Network ◽

Gene Network ◽

Dynamic Bayesian Network ◽

Network Learning ◽

Network Methods

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Challenges for Bayesian network learning in a flood damage assessment application

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures ◽

10.1201/b16387-452 ◽

2014 ◽

pp. 3123-3130 ◽

Author(s):

K Vogel ◽

C Riggelsen ◽

F Scherbaum ◽

K Schröter ◽

H Kreibich ◽

...

Keyword(s):

Bayesian Network ◽

Damage Assessment ◽

Flood Damage ◽

Network Learning ◽

Flood Damage Assessment

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Bayesian Network Learning with Abstraction Hierarchies and Context-Specific Independence

Machine Learning: ECML 2005 - Lecture Notes in Computer Science ◽

10.1007/11564096_46 ◽

2005 ◽

pp. 485-496

Author(s):

Marie desJardins ◽

Priyang Rathod ◽

Lise Getoor

Keyword(s):

Bayesian Network ◽

Network Learning ◽

Abstraction Hierarchies ◽

Context Specific

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Finding the Optimal Feature Representations for Bayesian Network Learning

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-540-71701-0_96 ◽

2007 ◽

pp. 865-870

Author(s):

LiMin Wang ◽

ChunHong Cao ◽

XiongFei Li ◽

HaiJun Li

Keyword(s):

Bayesian Network ◽

Network Learning ◽

Feature Representations ◽

Optimal Feature

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Performance Analysis for NFBN—A New Fuzzy Bayesian Network Learning Approach

Advances in Intelligent Systems and Computing - Recent Findings in Intelligent Computing Techniques ◽

10.1007/978-981-10-8636-6_38 ◽

2018 ◽

pp. 363-376

Author(s):

Monidipa Das ◽

Soumya K. Ghosh

Keyword(s):

Performance Analysis ◽

Bayesian Network ◽

Learning Approach ◽

Network Learning

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Discovering possible context dependences around SNP sites in human genes with Bayesian network learning

ICARCV 2004 8th Control, Automation, Robotics and Vision Conference, 2004. ◽

10.1109/icarcv.2004.1469036 ◽

2005 ◽

Author(s):

Xi Ma ◽

Jun Cai ◽

Wei Hu ◽

Yimin Zhang ◽

Yanda Li ◽

...

Keyword(s):

Bayesian Network ◽

Network Learning ◽

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