A robust fuzzy \(k\)-means clustering model for interval valued data

DOI10.1007/s00180-006-0262-yzbMath1113.62076OpenAlexW1981449145MaRDI QIDQ880908

Pierpaolo D'Urso, Paolo E. Giordani

Publication date: 29 May 2007

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-006-0262-y

zbMATH Keywords

outlierfuzzy clusternoise cluster

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Theory of fuzzy sets, etc. (03E72)

Related Items (13)

Possibilistic Clustering Methods for Interval-Valued Data ⋮ Similarity measures of interval-valued fuzzy sets ⋮ Fuzziness in data analysis: towards accuracy and robustness ⋮ Fuzzy clustering of mixed data ⋮ A spatial-type interval-valued median for random intervals ⋮ Fuzzy data analysis and classification. Special issue in memoriam of Professor Lotfi A. Zadeh, father of fuzzy logic ⋮ Trimmed fuzzy clustering for interval-valued data ⋮ Fuzzy \(c\)-ordered-means clustering ⋮ Fuzzy clustering of fuzzy data based on robust loss functions and ordered weighted averaging ⋮ Inclusion degree tests for the Aumann expectation of a random interval ⋮ Exponential distance-based fuzzy clustering for interval-valued data ⋮ A Bootstrap Factorial ANOVA for Random Intervals ⋮ On the consistency of a spatial-type interval-valued median for random intervals

Cites Work

• Unnamed Item
• Unnamed Item
• Soft clustering of multidimensional data: A semi-fuzzy approach
• Dynamic clustering for interval data based on \(L_2\) distance
• A weighted fuzzy \(C\)-means clustering model for fuzzy data
• On a class of fuzzy \(c\)-numbers clustering procedures for fuzzy data
• Fuzzy clustering procedures for conical fuzzy vector data
• Towards a robust fuzzy clustering.
• Fuzzy clustering algorithms for mixed feature variables.
• Fuzzy least-squares linear regression analysis for fuzzy input-output data
• On-line hierarchical clustering
• Clustering and its validation in a symbolic framework
• Generalized Minkowski metrics for mixed feature-type data analysis
• Analysis of symbolic data. Exploratory methods for extracting statistical information from complex data

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