Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Mikhail Kurbakov"'
Autor:
Evgeny A. Semenishchev, Viacheslav Voronin, Mikhail Kurbakov, Daniil Lyakhov, Vladislav Egipko, Aleksandr Zelensky
Publikováno v:
Pattern Recognition and Tracking XXXIII.
Publikováno v:
2022 VIII International Conference on Information Technology and Nanotechnology (ITNT).
Publikováno v:
Artificial Intelligence in Data and Big Data Processing ISBN: 9783030976095
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3fb086cc7fc63e22e265e684318cd778
https://doi.org/10.1007/978-3-030-97610-1_33
https://doi.org/10.1007/978-3-030-97610-1_33
Publikováno v:
ICPR
This paper relies on the Mean Decision Rule (MDR) method for solving large-scale binary SVM problems. It consists in taking small random samples of the full dataset and separate training for each of them with consecutive averaging the respective indi
Publikováno v:
2020 International Conference on Information Technology and Nanotechnology (ITNT).
In the previous work, we proposed the Mean Decision Rule method for fast approximate solution of the two- class SVM problem in a feature space. This paper generalized the proposed approach to the case of training in a space generated by a kernel func
Publikováno v:
Communications in Computer and Information Science ISBN: 9783030365912
RuSCDays
RuSCDays
Support Vector Machines (SVM) is one of the most convenient and reliable tools for solving the two-class recognition problem. But it has very high computational complexity in the case of large training sets. In our previous paper we proposed a simple
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::65f9f0344fcb14bae504a10630443600
https://doi.org/10.1007/978-3-030-36592-9_48
https://doi.org/10.1007/978-3-030-36592-9_48