Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction

Alexander Rosenberg Johansen; Casper Kaae Sønderby; Søren Kaae Sønderby; Ole Winther

doi:10.1145/3107411.3107489

Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction

Alexander Rosenberg Johansen, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther

Computational and RNA Biology

12 Citations (Scopus)

64 Downloads (Pure)

Original language	English
Title of host publication	ACM-BCB '17 : Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics
Number of pages	6
Publication date	20 Aug 2017
Pages	73-78
ISBN (Print)	978-1-4503-4722-8
DOIs	https://doi.org/10.1145/3107411.3107489
Publication status	Published - 20 Aug 2017
Event	ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics - Boston, United States Duration: 20 Aug 2017 → 23 Aug 2017 Conference number: 8

Conference

Conference	ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics
Number	8
Country/Territory	United States
City	Boston
Period	20/08/2017 → 23/08/2017

Keywords

Secondary protein structure
Recurrent Neural Network
Conditional Random Field

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10.1145/3107411.3107489

Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction

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Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction. / Johansen, Alexander Rosenberg; Sønderby, Casper Kaae; Sønderby, Søren Kaae et al.

ACM-BCB '17: Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. 2017. p. 73-78.

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

Johansen, AR, Sønderby, CK, Sønderby, SK & Winther, O 2017, Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction. in ACM-BCB '17: Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. pp. 73-78, ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, Boston, United States, 20/08/2017. https://doi.org/10.1145/3107411.3107489

@inproceedings{dc93540c65944cafa6ac501db13582de,

title = "Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction",

keywords = "Secondary protein structure, Recurrent Neural Network, Conditional Random Field",

author = "Johansen, {Alexander Rosenberg} and S{\o}nderby, {Casper Kaae} and S{\o}nderby, {S{\o}ren Kaae} and Ole Winther",

year = "2017",

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doi = "10.1145/3107411.3107489",

language = "English",

isbn = "978-1-4503-4722-8",

pages = "73--78",

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note = "ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics ; Conference date: 20-08-2017 Through 23-08-2017",

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TY - GEN

T1 - Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction

AU - Johansen, Alexander Rosenberg

AU - Sønderby, Casper Kaae

AU - Sønderby, Søren Kaae

AU - Winther, Ole

N1 - Conference code: 8

PY - 2017/8/20

Y1 - 2017/8/20

KW - Secondary protein structure

KW - Recurrent Neural Network

KW - Conditional Random Field

U2 - 10.1145/3107411.3107489

DO - 10.1145/3107411.3107489

M3 - Article in proceedings

SN - 978-1-4503-4722-8

SP - 73

EP - 78

BT - ACM-BCB '17

T2 - ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics

Y2 - 20 August 2017 through 23 August 2017

ER -

Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction

Conference

Keywords

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