Learning Bayesian network parameters under new monotonic constraints

doi:10.21629/jsee.2017.06.22

Learning Bayesian network parameters under new monotonic constraints

Journal of Systems Engineering and Electronics ◽

10.21629/jsee.2017.06.22 ◽

2017 ◽

Vol 28 (6) ◽

pp. 1248

Keyword(s):

Bayesian Network ◽

Network Parameters

Download Full-text

Abnormal Condition Identification Modeling Method Based on Bayesian Network Parameters Transfer Learning for the Electro-Fused Magnesia Smelting Process

IEEE Access ◽

10.1109/access.2019.2947499 ◽

2019 ◽

Vol 7 ◽

pp. 149764-149775 ◽

Cited By ~ 3

Author(s):

Ping Yuan ◽

Yufeng Sun ◽

Hui Li ◽

Fuli Wang ◽

Hongru Li

Keyword(s):

Bayesian Network ◽

Transfer Learning ◽

Modeling Method ◽

Smelting Process ◽

Network Parameters ◽

Abnormal Condition

Download Full-text

DemocraticOP: A Democratic way of aggregating Bayesian network parameters

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2012.12.002 ◽

2013 ◽

Vol 54 (5) ◽

pp. 602-614 ◽

Cited By ~ 5

Author(s):

Kobra Etminani ◽

Mahmoud Naghibzadeh ◽

Jose M. Peña

Keyword(s):

Bayesian Network ◽

Network Parameters

Download Full-text

Learning discrete Bayesian network parameters from continuous data streams: What is the best strategy?

Journal of Applied Logic ◽

10.1016/j.jal.2015.03.007 ◽

2015 ◽

Vol 13 (4) ◽

pp. 628-642 ◽

Cited By ~ 10

Author(s):

Parot Ratnapinda ◽

Marek J. Druzdzel

Keyword(s):

Bayesian Network ◽

Data Streams ◽

Continuous Data ◽

Network Parameters

Download Full-text

Learning Bayesian network parameters under equivalence constraints

Artificial Intelligence ◽

10.1016/j.artint.2015.05.007 ◽

2017 ◽

Vol 244 ◽

pp. 239-257 ◽

Cited By ~ 3

Author(s):

Tiansheng Yao ◽

Arthur Choi ◽

Adnan Darwiche

Keyword(s):

Bayesian Network ◽

Network Parameters

Download Full-text

Learning Bayesian network parameters from small data sets: A further constrained qualitatively maximum a posteriori method

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2017.08.009 ◽

2017 ◽

Vol 91 ◽

pp. 22-35 ◽

Cited By ~ 11

Author(s):

Zhi-gao Guo ◽

Xiao-guang Gao ◽

Hao Ren ◽

Yu Yang ◽

Ruo-hai Di ◽

...

Keyword(s):

Bayesian Network ◽

Maximum A Posteriori ◽

Small Data ◽

Data Sets ◽

A Posteriori ◽

Network Parameters ◽

Small Data Sets

Download Full-text

Discriminative learning of bayesian network parameters by differential evolution

Applied Mathematical Modelling ◽

10.1016/j.apm.2020.12.026 ◽

2021 ◽

Vol 93 ◽

pp. 244-256

Author(s):

Alejandro Platas-López ◽

Efrén Mezura-Montes ◽

Nicandro Cruz-Ramírez ◽

Alejandro Guerra-Hernández

Keyword(s):

Differential Evolution ◽

Bayesian Network ◽

Discriminative Learning ◽

Network Parameters

Download Full-text

Learning Bayesian Network Parameters from Small Data Set: A Spatially Maximum a Posteriori Method

Advanced Methodologies for Bayesian Networks - Lecture Notes in Computer Science ◽

10.1007/978-3-319-28379-1_3 ◽

2015 ◽

pp. 32-45 ◽

Cited By ~ 1

Author(s):

Zhi-gao Guo ◽

Xiao-guang Gao ◽

Ruo-hai Di ◽

Yu Yang

Keyword(s):

Bayesian Network ◽

Maximum A Posteriori ◽

Small Data ◽

A Posteriori ◽

Data Set ◽

Network Parameters ◽

Small Data Set

Download Full-text

Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems

Artificial Intelligence in Medicine ◽

10.1016/j.artmed.2013.01.004 ◽

2013 ◽

Vol 57 (3) ◽

pp. 197-206 ◽

Cited By ~ 39

Author(s):

Agnieszka Oniśko ◽

Marek J. Druzdzel

Keyword(s):

Bayesian Network ◽

Diagnostic Systems ◽

Network Parameters ◽

Medical Diagnostic

Download Full-text

Exploiting qualitative domain knowledge for learning Bayesian network parameters with incomplete data

2008 19th International Conference on Pattern Recognition ◽

10.1109/icpr.2008.4761074 ◽

2008 ◽

Author(s):

Wenhui Liao ◽

Qiang Ji

Keyword(s):

Bayesian Network ◽

Incomplete Data ◽

Domain Knowledge ◽

Network Parameters

Download Full-text

Learning Bayesian network parameters from imperfect data: enhancements to the EM algorithm

10.1117/12.719290 ◽

2007 ◽

Cited By ~ 1

Author(s):

Rohitha Hewawasam ◽

Kamal Premaratne

Keyword(s):

Em Algorithm ◽

Bayesian Network ◽

Imperfect Data ◽

Network Parameters ◽

The Em Algorithm

Download Full-text