Vestnik Sankt-Peterburgskogo Universiteta. Seriya 10. Prikladnaya Matematika. Informatika. Protsessy Upravleniya
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Vestnik Sankt-Peterburgskogo Universiteta. Seriya 10. Prikladnaya Matematika. Informatika. Protsessy Upravleniya, 2011, Issue 3, Pages 72–84 (Mi vspui48)  
Informatics

An efficient nearest neighbours search algorithm for full-text documents

M. S. Ageev, B. V. Dobrov

Research Computer Center, M. V. Lomonosov Moscow State University
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Abstract: A new algorithm is proposed for finding nearest neighbours in large full-text document collections. We show that our algorithm is more effective than others by evaluating on a collection of up to $1.5\cdot 10^6$ Webdocuments.
Keywords: searching, nearest neighbours, KNN classification, efficiency.

Accepted: March 10, 2011
Document Type: Article
UDC: 519.61
Language: Russian
Citation: M. S. Ageev, B. V. Dobrov, “An efficient nearest neighbours search algorithm for full-text documents”, Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 2011, no. 3, 72–84
Citation in format AMSBIB
\Bibitem{AgeDob11}
\by M.~S.~Ageev, B.~V.~Dobrov
\paper An efficient nearest neighbours search algorithm for full-text documents
\jour Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr.
\yr 2011
\issue 3
\pages 72--84
\mathnet{http://mi.mathnet.ru/vspui48}
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    		Вестник Санкт-Петербургского университета. Серия 10. Прикладная математика. Информатика. Процессы управления
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