Temat: three-way clustering - Katalog OPAC zbiorów

Skocz do pozycji: 1.

Tytuł:: Extracting fuzzy classifications rules from three - way data
Autorzy:: Kacprzyk, J.
Owsinski, J. W.
Viattchenin, D. A.
Powiązania:: https://bibliotekanauki.pl/articles/385102.pdf
Data publikacji:: 2014
Wydawca:: Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
Tematy:: three-way data
possibilistic clustering
fuzzy cluster
typical point
fuzzy rule
Opis:: The paper deals in the conceptual way with the problem of extracting fuzzy classification rules from the three-way data meant in the sense of Sato and Sato [7]. A novel technique based on a heuristic method of possibilistic clustering is proposed. A description of basic concepts of a heuristic method of possibilistic clustering based on concept of an allotment is provided. A preprocessing technique for three-way data is shown. An extended method of constructing fuzzy classification rules based on clustering results is proposed. An illustrative example of the method’s application to the Sato and Sato’s data [7] is provided. An analysis of the experimental results obtained with some conclusions are given.
Źródło:: Journal of Automation Mobile Robotics and Intelligent Systems; 2014, 8, 2; 47-57
1897-8649
2080-2145
Pojawia się w:: Journal of Automation Mobile Robotics and Intelligent Systems
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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