Parallel Exact Dynamic Bayesian Network Structure Learning with Application to Gene Networks

2017 IEEE 24th International Conference on High Performance Computing (HiPC) ◽

10.1109/hipc.2017.00015 ◽

2017 ◽

Author(s):

Md. Vasimuddin ◽

Srinivas Aluru

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Gene Networks ◽

Structure Learning ◽

Dynamic Bayesian Network ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Integrate Qualitative Biological Knowledge to Build Gene Networks by Parallel Dynamic Bayesian Network Structure Learning

2007 IEEE 7th International Symposium on BioInformatics and BioEngineering ◽

10.1109/bibe.2007.4375549 ◽

2007 ◽

Author(s):

Song Li

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Gene Networks ◽

Structure Learning ◽

Dynamic Bayesian Network ◽

Biological Knowledge ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Parallel Bayesian network structure learning with application to gene networks

2012 International Conference for High Performance Computing, Networking, Storage and Analysis ◽

10.1109/sc.2012.90 ◽

2012 ◽

Author(s):

Olga Nikolova ◽

Srinivas Aluru

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Gene Networks ◽

Structure Learning ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Benchmarking dynamic Bayesian network structure learning algorithms

2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO) ◽

10.1109/icmsao.2013.6552549 ◽

2013 ◽

Author(s):

Ghada Trabelsi ◽

Philippe Leray ◽

Mounir Ben Ayed ◽

Adel M. Alimi

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithms ◽

Dynamic Bayesian Network ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Parallel Bayesian Network Structure Learning for Genome-Scale Gene Networks

SC14: International Conference for High Performance Computing, Networking, Storage and Analysis ◽

10.1109/sc.2014.43 ◽

2014 ◽

Author(s):

Sanchit Misra ◽

Md. Vasimuddin ◽

Kiran Pamnany ◽

Sriram P. Chockalingam ◽

Yong Dong ◽

...

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Gene Networks ◽

Structure Learning ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning ◽

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Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure Learning

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

10.1007/978-3-642-41398-8_34 ◽

2013 ◽

pp. 392-403 ◽

Author(s):

Ghada Trabelsi ◽

Philippe Leray ◽

Mounir Ben Ayed ◽

Adel Mohamed Alimi

Keyword(s):

Local Search ◽

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Search Algorithm ◽

Dynamic Bayesian Network ◽

Local Search Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Unsupervised Evolutionary Algorithm for Dynamic Bayesian Network Structure Learning

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

10.1007/978-3-319-28379-1_10 ◽

2015 ◽

pp. 136-151 ◽

Author(s):

Jingguo Dai ◽

Jia Ren

Keyword(s):

Bayesian Network ◽

Evolutionary Algorithm ◽

Network Structure ◽

Structure Learning ◽

Dynamic Bayesian Network ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Why BDeu ? Regular Bayesian network structure learning with discrete and continuous variables

Wiley Interdisciplinary Reviews Computational Statistics ◽

10.1002/wics.1554 ◽

2021 ◽

Author(s):

Joe Suzuki

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Continuous Variables ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2021.01.001 ◽

2021 ◽

Vol 131 ◽

pp. 151-188

Author(s):

Anthony C. Constantinou ◽

Yang Liu ◽

Kiattikun Chobtham ◽

Zhigao Guo ◽

Neville K. Kitson

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Large Scale ◽

Structure Learning ◽

Learning Algorithms ◽

Empirical Validation ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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An FPGA Accelerator for Bayesian Network Structure Learning with Iterative Use of Processing Elements

2020 International Conference on Field-Programmable Technology (ICFPT) ◽

10.1109/icfpt51103.2020.00013 ◽

2020 ◽

Author(s):

Yasuhiro Nitta ◽

Hideki Takase

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Processing Elements ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Bayesian network structure learning using cooperative coevolution

Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 ◽

10.1145/1569901.1570006 ◽

2009 ◽

Author(s):

Olivier Barriàre ◽

Evelyne Lutton ◽

Pierre-Henri Wuillemin

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Cooperative Coevolution ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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