Autor: Viattchenin, D. - Katalog OPAC zbiorów

Skocz do pozycji: 1.

Tytuł:: A new heuristic algorithm of fuzzy clustering
Autorzy:: Viattchenin, D. A.
Powiązania:: https://bibliotekanauki.pl/articles/970349.pdf
Data publikacji:: 2004
Wydawca:: Polska Akademia Nauk. Instytut Badań Systemowych PAN
Tematy:: grupowanie rozmyte
przydział
punkt typowy
fuzzy clustering
fuzzy tolerance
fuzzy cluster
membership degree
allotment
typical point
Opis:: This paper deals with a new method of fuzzy clustering. The basic concepts of the method are introduced as resulting from the consideration of the fundamental fuzzy clustering problem. The paper provides the description of the general plan of the algorithm and an illustrative example. An analysis of the experimental results of the method's application to the Anderson's Iris data is carried out. Some preliminary conclusions and the ways of prospective investigations are given.
Źródło:: Control and Cybernetics; 2004, 33, 2; 323-340
0324-8569
Pojawia się w:: Control and Cybernetics
Dostawca treści:: Biblioteka Nauki

Artykuł

Skocz do pozycji: 2.

Tytuł:: New developments in fuzzy clustering with emphasis on special types of tasks
Autorzy:: Viattchenin, D. A.
Owsiński, J. W.
Kacprzyk, J.
Powiązania:: https://bibliotekanauki.pl/articles/206677.pdf
Data publikacji:: 2018
Wydawca:: Polska Akademia Nauk. Instytut Badań Systemowych PAN
Tematy:: clustering
fuzzy sets
possibilistic clustering
inference
three-way clustering
feature selection
Opis:: The paper is devoted to a survey of work done in fuzzy clustering, mainly during the ﬁrst decade of the 21st century, and that with emphasis on various approachesto the problem, as well as various formulations of the very problem. That is why not only the classical formulations are treated, but several other problems, related to (the use of) clustering, like feature selection, inference systems, three-way clustering, and, on the other hand, such formulations of clustering as the possibilistic one or the one involving intuitionistic fuzzy sets. These are treated as the background for presentation of some speciﬁc ideas of the main author, concerning deﬁnite heuristic algorithms for eﬀective solving of some of these problems.
Źródło:: Control and Cybernetics; 2018, 47, 2; 115-130
0324-8569
Pojawia się w:: Control and Cybernetics
Dostawca treści:: Biblioteka Nauki

Artykuł

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