Standard

Authorship Attribution Method Based on KNN Re-Sampling Approach. / Granichin, Oleg; Klebanov, Lev; Shalymov, Dmitry; Volkovich, Zeev.

в: Proceedings Elmar - International Symposium Electronics in Marine, 2015.

Результаты исследований: Научные публикации в периодических изданиях › статья

Harvard

Granichin, O, Klebanov, L, Shalymov, D & Volkovich, Z 2015, 'Authorship Attribution Method Based on KNN Re-Sampling Approach', Proceedings Elmar - International Symposium Electronics in Marine. <http://www.elmar-zadar.org/2015/technical_program/>

APA

Granichin, O., Klebanov, L., Shalymov, D., & Volkovich, Z. (2015). Authorship Attribution Method Based on KNN Re-Sampling Approach. Proceedings Elmar - International Symposium Electronics in Marine. http://www.elmar-zadar.org/2015/technical_program/

Vancouver

Granichin O, Klebanov L, Shalymov D, Volkovich Z. Authorship Attribution Method Based on KNN Re-Sampling Approach. Proceedings Elmar - International Symposium Electronics in Marine. 2015.

Author

Granichin, Oleg ; Klebanov, Lev ; Shalymov, Dmitry ; Volkovich, Zeev. / Authorship Attribution Method Based on KNN Re-Sampling Approach. в: Proceedings Elmar - International Symposium Electronics in Marine. 2015.

BibTeX

@article{101dffff47ee4c3c87bc22de3bd2ae2c,
title = "Authorship Attribution Method Based on KNN Re-Sampling Approach",
abstract = "The paper deals with the problem of authorship attribution. We assume that texts are generated based on distinct probability sources. The proposed method is based on resampling procedure applied to simulate samples from two texts. We use k-nearest neighbors two-sample test to check if samples were drawn from the same population. The method shows high ability to distinguish texts of different origin.",
keywords = "Authorship Attribution, re-sampling, two-sample test, KNN",
author = "Oleg Granichin and Lev Klebanov and Dmitry Shalymov and Zeev Volkovich",
year = "2015",
language = "English",
journal = "Proceedings Elmar - International Symposium Electronics in Marine",
issn = "1334-2630",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

RIS

TY - JOUR

T1 - Authorship Attribution Method Based on KNN Re-Sampling Approach

AU - Granichin, Oleg

AU - Klebanov, Lev

AU - Shalymov, Dmitry

AU - Volkovich, Zeev

PY - 2015

Y1 - 2015

N2 - The paper deals with the problem of authorship attribution. We assume that texts are generated based on distinct probability sources. The proposed method is based on resampling procedure applied to simulate samples from two texts. We use k-nearest neighbors two-sample test to check if samples were drawn from the same population. The method shows high ability to distinguish texts of different origin.

AB - The paper deals with the problem of authorship attribution. We assume that texts are generated based on distinct probability sources. The proposed method is based on resampling procedure applied to simulate samples from two texts. We use k-nearest neighbors two-sample test to check if samples were drawn from the same population. The method shows high ability to distinguish texts of different origin.

KW - Authorship Attribution

KW - re-sampling

KW - two-sample test

KW - KNN

M3 - Article

JO - Proceedings Elmar - International Symposium Electronics in Marine

JF - Proceedings Elmar - International Symposium Electronics in Marine

SN - 1334-2630

ER -

ID: 5781815