Local and Global Algorithms for Learning Dynamic Bayesian Networks

2012 IEEE 12th International Conference on Data Mining ◽

10.1109/icdm.2012.18 ◽

2012 ◽

Cited By ~ 2

Author(s):

Nguyen Xuan Vinh ◽

Madhu Chetty ◽

Ross Coppel ◽

Pramod P. Wangikar

Keyword(s):

Bayesian Networks ◽

Dynamic Bayesian Networks ◽

Learning Dynamic

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A Tool for Learning Dynamic Bayesian Networks for Forecasting

Advances in Artificial Intelligence and Its Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-319-27101-9_40 ◽

2015 ◽

pp. 520-530 ◽

Cited By ~ 1

Author(s):

Pablo H. Ibargüengoytia ◽

Alberto Reyes ◽

Inés Romero ◽

David Pech ◽

Uriel A. García ◽

...

Keyword(s):

Bayesian Networks ◽

Dynamic Bayesian Networks ◽

Learning Dynamic

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Learning Dynamic Bayesian Networks from Multivariate Time Series with Changing Dependencies

Advances in Intelligent Data Analysis V - Lecture Notes in Computer Science ◽

10.1007/978-3-540-45231-7_10 ◽

2003 ◽

pp. 100-110 ◽

Cited By ~ 13

Author(s):

Allan Tucker ◽

Xiaohui Liu

Keyword(s):

Time Series ◽

Bayesian Networks ◽

Multivariate Time Series ◽

Dynamic Bayesian Networks ◽

Learning Dynamic

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Studying the Conditions for Learning Dynamic Bayesian Networks to Discover Genetic Regulatory Networks

SIMULATION ◽

10.1177/0037549703040942 ◽

2003 ◽

Vol 79 (12) ◽

pp. 689-702 ◽

Cited By ~ 16

Author(s):

R. J. P. van Berlo ◽

E. P. van Someren ◽

M. J. T. Reinders

Keyword(s):

Bayesian Networks ◽

Regulatory Networks ◽

Dynamic Bayesian Networks ◽

Genetic Regulatory Networks ◽

Conditions For Learning ◽

Learning Dynamic

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Learning Dynamic Bayesian Networks for Analyzing Causal Relationship Between Macro-Economic Index

Applied Mechanics, Mechatronics and Intelligent Systems ◽

10.1142/9789814733878_0123 ◽

2015 ◽

Author(s):

Hui Wang ◽

Yu-jie Li ◽

Shuang-cheng Wang

Keyword(s):

Bayesian Networks ◽

Causal Relationship ◽

Dynamic Bayesian Networks ◽

Economic Index ◽

Learning Dynamic

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Learning dynamic Bayesian networks

Adaptive Processing of Sequences and Data Structures - Lecture Notes in Computer Science ◽

10.1007/bfb0053999 ◽

1998 ◽

pp. 168-197 ◽

Cited By ~ 167

Author(s):

Zoubin Ghahramani

Keyword(s):

Bayesian Networks ◽

Dynamic Bayesian Networks ◽

Learning Dynamic

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Learning Dynamic Bayesian Networks Using Evolutionary MCMC

2006 International Conference on Computational Intelligence and Security ◽

10.1109/iccias.2006.294088 ◽

2006 ◽

Cited By ~ 2

Author(s):

Hao Wang ◽

Kui Yu ◽

Hongliang Yao

Keyword(s):

Bayesian Networks ◽

Dynamic Bayesian Networks ◽

Learning Dynamic

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Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks

2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS) ◽

10.1109/cbms.2018.00026 ◽

2018 ◽

Cited By ~ 5

Author(s):

Leila Yousefi ◽

Allan Tucker ◽

Mashael Al-luhaybi ◽

Lucia Saachi ◽

Riccardo Bellazzi ◽

...

Keyword(s):

Bayesian Networks ◽

Dynamic Bayesian Networks ◽

Hidden Variable ◽

Variable Approach ◽

Learning Dynamic

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Learning Dynamic Bayesian Networks Structure Based on Bayesian Optimization Algorithm

Advances in Neural Networks – ISNN 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72393-6_51 ◽

2007 ◽

pp. 424-431 ◽

Cited By ~ 6

Author(s):

Song Gao ◽

Qinkun Xiao ◽

Quan Pan ◽

Qingguo Li

Keyword(s):

Bayesian Networks ◽

Optimization Algorithm ◽

Dynamic Bayesian Networks ◽

Bayesian Optimization ◽

Bayesian Optimization Algorithm ◽

Learning Dynamic ◽

Networks Structure

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Studying the Conditions for Learning Dynamic Bayesian Networks to Discover Genetic Regulatory Networks

SIMULATION ◽

10.1177/003754903040942 ◽

2003 ◽

Vol 79 (12) ◽

pp. 689-702 ◽

Cited By ~ 1

Author(s):

R. J. P. van Berlo ◽

E. P. van Someren ◽

M. J. T. Reinders

Keyword(s):

Bayesian Networks ◽

Regulatory Networks ◽

Dynamic Bayesian Networks ◽

Genetic Regulatory Networks ◽

Conditions For Learning ◽

Learning Dynamic

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Predicting Academic Performance: A Bootstrapping Approach for Learning Dynamic Bayesian Networks

Lecture Notes in Computer Science - Artificial Intelligence in Education ◽

10.1007/978-3-030-23204-7_3 ◽

2019 ◽

pp. 26-36

Author(s):

Mashael Al-Luhaybi ◽

Leila Yousefi ◽

Stephen Swift ◽

Steve Counsell ◽

Allan Tucker

Keyword(s):

Academic Performance ◽

Bayesian Networks ◽

Dynamic Bayesian Networks ◽

Learning Dynamic

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