Advances in fuzzy clustering and its applications
The book is a focus on the algorithmic and computational augmentations of fuzzy clustering and its effectiveness in handling high dimensional problems, distributed problem solving and uncertainty management; presentations of the important and relevant phases of cluster design, including the role of...
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| Natura: | Libro |
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| Lingua: | Undetermined |
| Pubblicazione: |
Chichester
Wiley
2007
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| Thư viện lưu trữ: | Trung tâm Học liệu Trường Đại học Cần Thơ |
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| Riassunto: | The book is a focus on the algorithmic and computational augmentations of fuzzy clustering and its effectiveness in handling high dimensional problems, distributed problem solving and uncertainty management; presentations of the important and relevant phases of cluster design, including the role of information granules, fuzzy sets in the realization of human-centricity facet of data analysis, as well as system modelling; demonstrations of how the results facilitate further detailed development of models, and enhance interpretation aspects; a carefully organized illustrative series of applications and case studies in which fuzzy clustering plays a pivotal role |
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