PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES

PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES

A method for constructing a subset of labeled objects which is used in a heuristic algorithm of possible  clusterization with partial  training is proposed in the  paper.  The  method  is  based  on  data preprocessing by the heuristic algorithm of possible clusterization using a transitive closure...

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Main Author: D. A. Viattchenin
Format: Article
Language:Russian
Published: Belarusian National Technical University 2009-10-01
Series:Nauka i Tehnika
Online Access:https://sat.bntu.by/jour/article/view/679
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spelling doaj-0524dfe407f64eaeb2a3bb3a4fd21de22021-07-29T08:29:28ZrusBelarusian National Technical UniversityNauka i Tehnika2227-10312414-03922009-10-01056774672PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSESD. A. Viattchenin0Объединенный институт проблем информатики НАН БеларусиA method for constructing a subset of labeled objects which is used in a heuristic algorithm of possible  clusterization with partial  training is proposed in the  paper.  The  method  is  based  on  data preprocessing by the heuristic algorithm of possible clusterization using a transitive closure of a fuzzy tolerance. Method efficiency is demonstrated by way of an illustrative example.https://sat.bntu.by/jour/article/view/679
collection DOAJ
language Russian
format Article
sources DOAJ
author D. A. Viattchenin
spellingShingle D. A. Viattchenin
PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES
Nauka i Tehnika
author_facet D. A. Viattchenin
author_sort D. A. Viattchenin
title PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES
title_short PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES
title_full PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES
title_fullStr PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES
title_full_unstemmed PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES
title_sort partial training method for heuristic algorithm of possible clusterization under unknown number of classes
publisher Belarusian National Technical University
series Nauka i Tehnika
issn 2227-1031
2414-0392
publishDate 2009-10-01
description A method for constructing a subset of labeled objects which is used in a heuristic algorithm of possible  clusterization with partial  training is proposed in the  paper.  The  method  is  based  on  data preprocessing by the heuristic algorithm of possible clusterization using a transitive closure of a fuzzy tolerance. Method efficiency is demonstrated by way of an illustrative example.
url https://sat.bntu.by/jour/article/view/679
work_keys_str_mv AT daviattchenin partialtrainingmethodforheuristicalgorithmofpossibleclusterizationunderunknownnumberofclasses
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