A data clustering algorithm with tolerance relation
In this paper, we present a data clustering method based on tolerance relation. The connectivity relat ion between objects, which is formed from tolerance set s, is a kind of equivalent rel ation of space partitions into several pairwise disjoint sets, called equivalent classes. Each cl ass contain...
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| Những tác giả chính: | , |
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| Định dạng: | Bài viết |
| Ngôn ngữ: | English |
| Được phát hành: |
Trường Đại học Đà Lạt
2014
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| Những chủ đề: | |
| Truy cập trực tuyến: | https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/37524 |
| Các nhãn: |
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| Thư viện lưu trữ: | Thư viện Trường Đại học Đà Lạt |
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| Tóm tắt: | In this paper, we present a data clustering method based on tolerance relation.
The connectivity relat ion between objects, which is formed from tolerance set s, is a kind of equivalent rel ation of space partitions into several pairwise disjoint sets, called equivalent classes. Each cl ass contains objects which are considered equivalent only if they are connected. This is the basic idea of proposed clustering algorithm. Our method can discover clusters of arbitrary shapes even if they are not in a high density. |
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