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Více informací o knize Multiple alternative clusterings and dimensionality reduction

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Anotace knihy

Clustering is the process of grouping objects based on some notion of similarity. It is commonly applied for exploratory data analysis, segmentation, preprocessing and data summarization.Traditional clustering algorithms only find one clustering solution. However, data can be grouped and interpreted in many different ways. Moreover, different clustering solutions are interesting for different purposes. Instead of committing to one clustering solution, here we introduce four methods that can provide several possible alternative clustering solutions to the user for exploratory data analysis.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Probability & statistics

• Plný název: Multiple alternative clusterings and dimensionality reduction
• Autor: Donglin Niu
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 148
• EAN: 9783639718867
• ISBN: 3639718860
• ID: 07173483
• Nakladatelství: Scholars' Press
• Hmotnost: 227 g
• Rozměry: 229 × 152 × 9 mm
• Datum vydání: 10. June 2014

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