Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks

Arinze Akutekwe; Huseyin Seker

doi:10.1109/EMBC.2015.7320292

Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks

Arinze Akutekwe^*, Huseyin Seker

^*Corresponding author for this work

Northumbria University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (SciVal)

Original language	English
Title of host publication	2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	8177-8180
Number of pages	4
ISBN (Electronic)	9781424492718
DOIs	https://doi.org/10.1109/EMBC.2015.7320292
Publication status	Published (VoR) - 4 Nov 2015
Event	37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 - Milan, Italy Duration: 25 Aug 2015 → 29 Aug 2015

Publication series

Name	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Volume	2015-November
ISSN (Print)	1557-170X

Conference

Conference	37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015
Country/Territory	Italy
City	Milan
Period	25/08/15 → 29/08/15

Access to Document

10.1109/EMBC.2015.7320292

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Akutekwe, A., & Seker, H. (2015). Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks. In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 (pp. 8177-8180). Article 7320292 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 2015-November). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EMBC.2015.7320292

Akutekwe, Arinze ; Seker, Huseyin. / Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks. 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 8177-8180 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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title = "Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks",

author = "Arinze Akutekwe and Huseyin Seker",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 ; Conference date: 25-08-2015 Through 29-08-2015",

year = "2015",

month = nov,

day = "4",

doi = "10.1109/EMBC.2015.7320292",

language = "English",

series = "Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Akutekwe, A & Seker, H 2015, Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks. in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015., 7320292, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2015-November, Institute of Electrical and Electronics Engineers Inc., pp. 8177-8180, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milan, Italy, 25/08/15. https://doi.org/10.1109/EMBC.2015.7320292

Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks. / Akutekwe, Arinze; Seker, Huseyin.
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 8177-8180 7320292 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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DO - 10.1109/EMBC.2015.7320292

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SP - 8177

EP - 8180

BT - 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015

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Akutekwe A, Seker H. Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks. In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 8177-8180. 7320292. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). doi: 10.1109/EMBC.2015.7320292

Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks

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