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GENETIC PROGRAMMING WITH EMBEDDED FEATURES OF SYMBOLIC COMPUTATIONS. / Borcheninov, Yaroslav V.; Okulovsky, Yuri S.
KDIR 2011 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval. ред. / J Filipe; A Fred. PORTUGAL: Institute for Systems and Technologies of Information, Control and Communication (INSTICC), 2011. стр. 476-479.

Результаты исследований: Глава в книге, отчете, сборнике статей › Материалы конференции › Рецензирование

Harvard

Borcheninov, YV & Okulovsky, YS 2011, GENETIC PROGRAMMING WITH EMBEDDED FEATURES OF SYMBOLIC COMPUTATIONS. в J Filipe & A Fred (ред.), KDIR 2011 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval. Institute for Systems and Technologies of Information, Control and Communication (INSTICC), PORTUGAL, стр. 476-479.

APA

Borcheninov, Y. V., & Okulovsky, Y. S. (2011). GENETIC PROGRAMMING WITH EMBEDDED FEATURES OF SYMBOLIC COMPUTATIONS. в J. Filipe, & A. Fred (Ред.), KDIR 2011 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (стр. 476-479). Institute for Systems and Technologies of Information, Control and Communication (INSTICC).

Vancouver

Borcheninov YV, Okulovsky YS. GENETIC PROGRAMMING WITH EMBEDDED FEATURES OF SYMBOLIC COMPUTATIONS. в Filipe J, Fred A, Редакторы, KDIR 2011 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval. PORTUGAL: Institute for Systems and Technologies of Information, Control and Communication (INSTICC). 2011. стр. 476-479

Author

Borcheninov, Yaroslav V. ; Okulovsky, Yuri S. / GENETIC PROGRAMMING WITH EMBEDDED FEATURES OF SYMBOLIC COMPUTATIONS. KDIR 2011 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval. Редактор / J Filipe ; A Fred. PORTUGAL : Institute for Systems and Technologies of Information, Control and Communication (INSTICC), 2011. стр. 476-479

BibTeX

@inproceedings{9b9a82b3250c461fafd762a80e24fcca,
title = "GENETIC PROGRAMMING WITH EMBEDDED FEATURES OF SYMBOLIC COMPUTATIONS",
abstract = "Genetic programming is a methodology, widely used in data mining for obtaining the analytic form that describes a given experimental data set. In some cases, genetic programming is complemented by symbolic computations that simplify found expressions. We propose to unify the induction of genetic programming with the deduction of symbolic computations in one genetic algorithm. Our approach was implemented as the .NET library and successfully tested at various data mining problems: function approximation, invariants finding and classification.",
author = "Borcheninov, {Yaroslav V.} and Okulovsky, {Yuri S.}",
note = "The work is supported by the Russian Federation President's program MK-844.2011.1.",
year = "2011",
month = jan,
language = "English",
isbn = "978-989842579-9",
pages = "476--479",
editor = "J Filipe and A Fred",
booktitle = "KDIR 2011 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval",
publisher = "Institute for Systems and Technologies of Information, Control and Communication (INSTICC)",
address = "Portugal",

}

RIS

TY - GEN

T1 - GENETIC PROGRAMMING WITH EMBEDDED FEATURES OF SYMBOLIC COMPUTATIONS

AU - Borcheninov, Yaroslav V.

AU - Okulovsky, Yuri S.

N1 - The work is supported by the Russian Federation President's program MK-844.2011.1.

PY - 2011/1

Y1 - 2011/1

N2 - Genetic programming is a methodology, widely used in data mining for obtaining the analytic form that describes a given experimental data set. In some cases, genetic programming is complemented by symbolic computations that simplify found expressions. We propose to unify the induction of genetic programming with the deduction of symbolic computations in one genetic algorithm. Our approach was implemented as the .NET library and successfully tested at various data mining problems: function approximation, invariants finding and classification.

AB - Genetic programming is a methodology, widely used in data mining for obtaining the analytic form that describes a given experimental data set. In some cases, genetic programming is complemented by symbolic computations that simplify found expressions. We propose to unify the induction of genetic programming with the deduction of symbolic computations in one genetic algorithm. Our approach was implemented as the .NET library and successfully tested at various data mining problems: function approximation, invariants finding and classification.

UR - https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=tsmetrics&SrcApp=tsm_test&DestApp=WOS_CPL&DestLinkType=FullRecord&KeyUT=000392350800072

UR - http://www.scopus.com/inward/record.url?partnerID=8YFLogxK&scp=84862214512

M3 - Conference contribution

SN - 978-989842579-9

SP - 476

EP - 479

BT - KDIR 2011 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval

A2 - Filipe, J

A2 - Fred, A

PB - Institute for Systems and Technologies of Information, Control and Communication (INSTICC)

CY - PORTUGAL

ER -

ID: 37894225