Elements of information theory
Elements of information theory
Cluster validity methods: part I
ACM SIGMOD Record
Clustering Validity Assessment: Finding the Optimal Partitioning of a Data Set
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
Cluster validation techniques for genome expression data
Signal Processing - Special issue: Genomic signal processing
Bagging for Path-Based Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stability-based validation of clustering solutions
Neural Computation
An objective approach to cluster validation
Pattern Recognition Letters
Non parametric local density-based clustering for multimodal overlapping distributions
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Some new indexes of cluster validity
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
On cluster validity for the fuzzy c-means model
IEEE Transactions on Fuzzy Systems
Divergence measures based on the Shannon entropy
IEEE Transactions on Information Theory
A comparison of internal and external cluster validation indexes
AMERICAN-MATH'11/CEA'11 Proceedings of the 2011 American conference on applied mathematics and the 5th WSEAS international conference on Computer engineering and applications
MiniMax ε-stable cluster validity index for Type-2 fuzziness
Information Sciences: an International Journal
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In this work, a novel technique to address the problem of cluster validation based on cluster stability properties is presented. The stability index here proposed is based on the variation on some information measures over the partitions generated by a given clustering model due to the variability in clustering solutions produced by different sample sets.