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Study of outliers in cluster analysis
Main topics of the document: outliers; cluster analysis; hierarchical clustering; evaluation criteria...
Statistics and probability
- 2024 •
- D •
- Link
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D - Stať ve sborníku
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Internal Evaluation Criteria for Categorical Data in Hierarchical Clustering: Optimal Number of Clusters Determination
Main topics of the document: cluster analysis; categorical variables; optimal number of clusters; hierarchical clustering; internal evaluation criteria......
Statistics and probability
- 2018 •
- JSC •
- Link
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JSC - Článek v periodiku v databázi SCOPUS
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Cluster Analysis of Economic Data
Main topics of the document: cluster analysis; similarity measures; hierarchical clustering; large data sets...
BB - Aplikovaná statistika, operační výzkum
- 2014 •
- Jx •
- Link
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Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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Evaluation of the Gower Coefficient Modifications in Hierarchical Clustering
Main topics of the document: Gower coefficient; mixed-type variables; hierarchical cluster analysis...
Statistics and probability
- 2017 •
- JSC •
- Link
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JSC - Článek v periodiku v databázi SCOPUS
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Comparison of Similarity Measures for Categorical Data in Hierarchical Clustering
Main topics of the document: similarity measures; nominal variables; hierarchical cluster analysis; comparison; evaluation......
Statistics and probability
- 2019 •
- Jimp •
- Link
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Jimp - Článek v periodiku v databázi Web of Science
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A case study of customer segmentation with the use of hierarchical cluster analysis of categorical data
Main topics of the document: hierarchical clustering; categorical data; customer segmentation...
Statistics and probability
- 2018 •
- D •
- Link
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D - Stať ve sborníku
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Similarity measures for datasets with binary variables and their application in agglomerative cluster analysis
Main topics of the document: similarity measure; binary data; hierarchical cluster analysis...
Statistics and probability
- 2024 •
- D
Rok uplatnění
D - Stať ve sborníku
Effect of ordinal variable transformations on hierarchical clustering results: A case study on the Big Data phenomenon
Main topics of the document: cluster analysis; ordinal variables; hierarchical clustering; data transformation; distance measures; big data phenomenon; new digital Divide......
Statistics and probability
- 2019 •
- D •
- Link
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D - Stať ve sborníku
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Cluster analysis - implement of electrotechnologic diagnosis
This thesis deals with cluster analysis, accordingly with clustering of objects and their following dividing into hierarchical and nonhierarchical clustering. According to the type of clustering p...
JA - Elektronika a optoelektronika, elektrotechnika
- 2006 •
- D
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D - Stať ve sborníku
Application of Cluster Analysis on the Demographic Development of Municipalities in the Districts of Liberecky Region
Main topics of the document: hierarchical cluster analysis; Euclidean distance; demographic indicators; demographic development......
AH - Ekonomie
- 2013 •
- D •
- Link
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D - Stať ve sborníku
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