C
Christian Döring
Researcher at Otto-von-Guericke University Magdeburg
Publications - 9
Citations - 517
Christian Döring is an academic researcher from Otto-von-Guericke University Magdeburg. The author has contributed to research in topics: Fuzzy clustering & Fuzzy set. The author has an hindex of 8, co-authored 9 publications receiving 483 citations.
Papers
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Journal ArticleDOI
An extension to possibilistic fuzzy cluster analysis
TL;DR: An approach to possibilistic fuzzy clustering that avoids a severe drawback of the conventional approach, namely that the objective function is truly minimized only if all cluster centers are identical, is explored.
Journal ArticleDOI
Data analysis with fuzzy clustering methods
TL;DR: An encompassing, self-contained introduction to the foundations of the broad field of fuzzy clustering is presented, with special emphasis on the interpretation of the two most encountered types of gradual cluster assignments: the fuzzy and the possibilistic membership degrees.
Book ChapterDOI
Fundamentals of Fuzzy Clustering
Journal ArticleDOI
Different approaches to fuzzy clustering of incomplete datasets
TL;DR: An extension of the Gath and Geva algorithm is developed that introduces a class-specific probability for missing values in order to appropriately assign incomplete data points to clusters.
Proceedings ArticleDOI
Fuzzy clustering of quantitative and qualitative data
TL;DR: This work proposes a new fuzzy clustering approach based on a probabilistic distance measure that can be avoided which ties in the vulnerability to favor one type of attributes.