Standard

Decremental and incremental reshaping of algebraic Bayesian networks global structures. / Levenets, Daniel G.; Zotov, Mikhail A.; Romanov, Artem V.; Tulupyev, Alexander L.; Zolotin, Andrey A.; Filchenkov, Andrey A.

Proceedings of the 1st International Scientific Conference Intelligent Information Technologies for Industry, IITI 2016. ред. / Ajith Abraham; Sergey Kovalev; Valery Tarassov; Vaclav Snasel. Springer Nature, 2016. стр. 57-67 (Advances in Intelligent Systems and Computing; Том 451).

Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование

Harvard

Levenets, DG, Zotov, MA, Romanov, AV, Tulupyev, AL, Zolotin, AA & Filchenkov, AA 2016, Decremental and incremental reshaping of algebraic Bayesian networks global structures. в A Abraham, S Kovalev, V Tarassov & V Snasel (ред.), Proceedings of the 1st International Scientific Conference Intelligent Information Technologies for Industry, IITI 2016. Advances in Intelligent Systems and Computing, Том. 451, Springer Nature, стр. 57-67, 1st International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2016, Sochi, Российская Федерация, 16/05/16. https://doi.org/10.1007/978-3-319-33816-3_6

APA

Levenets, D. G., Zotov, M. A., Romanov, A. V., Tulupyev, A. L., Zolotin, A. A., & Filchenkov, A. A. (2016). Decremental and incremental reshaping of algebraic Bayesian networks global structures. в A. Abraham, S. Kovalev, V. Tarassov, & V. Snasel (Ред.), Proceedings of the 1st International Scientific Conference Intelligent Information Technologies for Industry, IITI 2016 (стр. 57-67). (Advances in Intelligent Systems and Computing; Том 451). Springer Nature. https://doi.org/10.1007/978-3-319-33816-3_6

Vancouver

Levenets DG, Zotov MA, Romanov AV, Tulupyev AL, Zolotin AA, Filchenkov AA. Decremental and incremental reshaping of algebraic Bayesian networks global structures. в Abraham A, Kovalev S, Tarassov V, Snasel V, Редакторы, Proceedings of the 1st International Scientific Conference Intelligent Information Technologies for Industry, IITI 2016. Springer Nature. 2016. стр. 57-67. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-319-33816-3_6

Author

Levenets, Daniel G. ; Zotov, Mikhail A. ; Romanov, Artem V. ; Tulupyev, Alexander L. ; Zolotin, Andrey A. ; Filchenkov, Andrey A. / Decremental and incremental reshaping of algebraic Bayesian networks global structures. Proceedings of the 1st International Scientific Conference Intelligent Information Technologies for Industry, IITI 2016. Редактор / Ajith Abraham ; Sergey Kovalev ; Valery Tarassov ; Vaclav Snasel. Springer Nature, 2016. стр. 57-67 (Advances in Intelligent Systems and Computing).

BibTeX

@inproceedings{9ee64c69e8cf4e1caa3a8f59ce705c1e,
title = "Decremental and incremental reshaping of algebraic Bayesian networks global structures",
abstract = "The paper considers algorithms for global structures generation in algebraic Bayesian networks. A decremental algorithm for constructing a secondary structure after deleting vertex from the adjacency graph is proposed supplemented by a listing of the algorithm code and by the proof of its correctness. The results of the statistical tests for decremental algorithm are proposed graphically together with a comparative analysis of the results. Moreover, the description of incremental algorithm for adding vertex in tertiary structure is provided supplemented by a listing of the algorithm code and proof of its correctness.",
keywords = "Incremental algorithm, Joint graph, Machine learning, Performance statistical estimate, Probabilistic graphical model, Structure learning",
author = "Levenets, {Daniel G.} and Zotov, {Mikhail A.} and Romanov, {Artem V.} and Tulupyev, {Alexander L.} and Zolotin, {Andrey A.} and Filchenkov, {Andrey A.}",
year = "2016",
month = jan,
day = "1",
doi = "10.1007/978-3-319-33816-3_6",
language = "English",
isbn = "9783319338156",
series = "Advances in Intelligent Systems and Computing",
publisher = "Springer Nature",
pages = "57--67",
editor = "Ajith Abraham and Sergey Kovalev and Valery Tarassov and Vaclav Snasel",
booktitle = "Proceedings of the 1st International Scientific Conference Intelligent Information Technologies for Industry, IITI 2016",
address = "Germany",
note = "1st International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2016 ; Conference date: 16-05-2016 Through 21-05-2016",

}

RIS

TY - GEN

T1 - Decremental and incremental reshaping of algebraic Bayesian networks global structures

AU - Levenets, Daniel G.

AU - Zotov, Mikhail A.

AU - Romanov, Artem V.

AU - Tulupyev, Alexander L.

AU - Zolotin, Andrey A.

AU - Filchenkov, Andrey A.

PY - 2016/1/1

Y1 - 2016/1/1

N2 - The paper considers algorithms for global structures generation in algebraic Bayesian networks. A decremental algorithm for constructing a secondary structure after deleting vertex from the adjacency graph is proposed supplemented by a listing of the algorithm code and by the proof of its correctness. The results of the statistical tests for decremental algorithm are proposed graphically together with a comparative analysis of the results. Moreover, the description of incremental algorithm for adding vertex in tertiary structure is provided supplemented by a listing of the algorithm code and proof of its correctness.

AB - The paper considers algorithms for global structures generation in algebraic Bayesian networks. A decremental algorithm for constructing a secondary structure after deleting vertex from the adjacency graph is proposed supplemented by a listing of the algorithm code and by the proof of its correctness. The results of the statistical tests for decremental algorithm are proposed graphically together with a comparative analysis of the results. Moreover, the description of incremental algorithm for adding vertex in tertiary structure is provided supplemented by a listing of the algorithm code and proof of its correctness.

KW - Incremental algorithm

KW - Joint graph

KW - Machine learning

KW - Performance statistical estimate

KW - Probabilistic graphical model

KW - Structure learning

UR - http://www.scopus.com/inward/record.url?scp=84978755621&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-33816-3_6

DO - 10.1007/978-3-319-33816-3_6

M3 - Conference contribution

AN - SCOPUS:84978755621

SN - 9783319338156

T3 - Advances in Intelligent Systems and Computing

SP - 57

EP - 67

BT - Proceedings of the 1st International Scientific Conference Intelligent Information Technologies for Industry, IITI 2016

A2 - Abraham, Ajith

A2 - Kovalev, Sergey

A2 - Tarassov, Valery

A2 - Snasel, Vaclav

PB - Springer Nature

T2 - 1st International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2016

Y2 - 16 May 2016 through 21 May 2016

ER -

ID: 36985505