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World Scientific Publishing Company Clustering and Classification - Advanced Data Analysis Methods
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Description
Key Features
Hierarchical clustering and advanced variable selection techniques are thoroughly examined with weighting methods for improved cluster definition.
Additive trees and network models are presented alongside neural network approaches to enhance clustering performance and interpretation.
Latent class clustering approaches provide theoretical frameworks applicable to psychology, psychopathology, and social science research.
Combinatorial data analysis and clusterwise aggregation of relations methods address complex data structures beyond standard clustering.
Computational complexity analysis throughout ensures readers understand scalability and efficiency trade-offs in cluster analysis algorithms.
Product Specifications
- Format
- paperback
- ASIN
- 9810212879
- Category
- 269265 > AI & Machine Learning
- Domain
- Amazon UK
- Release Date
- 29 January 1996
- Listed Since
- 19 January 2007
Barcode
No barcode data available
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