Name
Abstract | ||
|---|---|---|
The paper deals with approaches to determination of the optimal number of groups of objects and finding outlying objects when objects are clustered by different methods implemented in commercial statistical software packages. These attempts are illustrated on example of finding groups of similar binary variables. The methods of cluster analysis,multidimensional scaling, factor analysis and Boolean factor analysis are applied. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1109/DEXA.2008.137 | DEXA Workshops |
Keywords | Field | DocType |
commercial statistical software package,similar binary variable,paper deal,factor analysis,outlying object,optimal number,different method,multidimensional scaling,statistical software packages,clusters number determination,boolean factor analysis,cluster analysis,clustering,couplings,data structures,neural networks,data mining,algorithm design and analysis,boolean functions,clustering algorithms,statistical analysis,correlation,neural network | Boolean function,Data structure,Cluster (physics),Data mining,Algorithm design,Multidimensional scaling,Computer science,Theoretical computer science,Artificial neural network,Cluster analysis,Binary number | Conference |
ISSN | Citations | PageRank |
1529-4188 | 0 | 0.34 |
References | Authors | |
1 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Hana Rezanková | 1 | 56 | 9.79 |
| Duan Húsek | 2 | 3 | 0.80 |
| Václav Snáel | 3 | 37 | 10.63 |