Fuzzy set theory—and its applications (3rd ed.)
Fuzzy set theory—and its applications (3rd ed.)
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough Sets: Theoretical Aspects of Reasoning about Data
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
Rough Clustering: An Alternative to Find Meaningful Clusters by Using the Reducts from a Dataset
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Data Mining: Concepts and Algorithms From Multimedia to Bioinformatics
Data Mining: Concepts and Algorithms From Multimedia to Bioinformatics
Soft Computing and Tools of Intelligent Systems Design: Theory and Applications
Soft Computing and Tools of Intelligent Systems Design: Theory and Applications
Interval Set Clustering of Web Users with Rough K-Means
Journal of Intelligent Information Systems
Neural Networks: A Comprehensive Foundation (3rd Edition)
Neural Networks: A Comprehensive Foundation (3rd Edition)
Comparison of conventional and rough K-means clustering
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Precision of Rough Set Clustering
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
A Dynamic Approach to Rough Clustering
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
Evolutionary Rough K-Means Clustering
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Rough Image Colour Quantisation
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Evolutionary and Iterative Crisp and Rough Clustering I: Theory
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Shadowed c-means: Integrating fuzzy and rough clustering
Pattern Recognition
Rough clustering and regression analysis
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
A reasonable rough approximation for clustering web users
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Rough cluster algorithm based on kernel function
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Evolutionary rough k-medoid clustering
Transactions on rough sets VIII
Expert Systems with Applications: An International Journal
Analysis of rough and fuzzy clustering
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Autonomous knowledge-oriented clustering using decision-theoretic rough set theory
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
An improved rough clustering using discernibility based initial seed computation
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Shadowed sets in the characterization of rough-fuzzy clustering
Pattern Recognition
International Journal of Hybrid Intelligent Systems - Rough and Fuzzy Methods for Data Mining
An extension to rough c-means clustering
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Computational intelligence techniques for colour clustering
Proceedings of the 2011 International Conference on Innovative Computing and Cloud Computing
A partitive rough clustering algorithm
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Crisp and soft clustering of mobile calls
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
Partitive clustering (K-means family)
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Dynamic clustering with soft computing
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Dynamic rough clustering and its applications
Applied Soft Computing
Multiscale roughness measure for color image segmentation
Information Sciences: an International Journal
Evidential clustering or rough clustering: the choice is yours
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Correlating Fuzzy and Rough Clustering
Fundamenta Informaticae - Rough Sets and Knowledge Technology (RSKT 2010)
Rough C-means and Fuzzy Rough C-means for Colour Quantisation
Fundamenta Informaticae - Emergent Computing
Soft clustering -- Fuzzy and rough approaches and their extensions and derivatives
International Journal of Approximate Reasoning
Rough clustering using generalized fuzzy clustering algorithm
Pattern Recognition
An extension to rough c-means clustering algorithm based on boundary area elements discrimination
Transactions on Rough Sets XVI
International Journal of Approximate Reasoning
An extension to Rough c-means clustering based on decision-theoretic Rough Sets model
International Journal of Approximate Reasoning
An efficient color quantization based on generic roughness measure
Pattern Recognition
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Lingras et al. proposed a rough cluster algorithm and successfully applied it to web mining. In this paper we analyze their algorithm with respect to its objective function, numerical stability, the stability of the clusters and others. Based on this analysis a refined rough cluster algorithm is presented. The refined algorithm is applied to synthetic, forest and microarray gene expression data.