Hierarchical clustering for mixed dataset based on variance and entropy

Hierarchical clustering for mixed dataset based on variance and entropy

Hsu?s coefficient for mixed data was modified in terms of the aggregation technique and the entropy-based distance function the efficiently cluster mixed datasets. There are six proposed dissimilarly coefficients which use variance for numerical attributes and entropy such as Shannon?s weighted entr...

Cijeli opis

Bibliografski detalji
Glavni autor: Labayan, Luchie Marie A.
Format: Disertacija
Jezik:English
Izdano: 2009
Teme:
Aggregation.
Clustering.
Dissimilarity coefficients.
Distance hierarchy.
Entropy.
Variance.
Mixed data.
Hierarchical clustering.
Dissimilarity measures.
Datasets.