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...
Đã lưu trong:
| Những tác giả chính: | , |
|---|---|
| Định dạng: | Bài viết |
| Ngôn ngữ: | English |
| Được phát hành: |
Trường Đại học Đà Lạt
2014
|
| Những chủ đề: | |
| Truy cập trực tuyến: | https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/37524 |
| Các nhãn: |
Thêm thẻ
Không có thẻ, Là người đầu tiên thẻ bản ghi này!
|
| Thư viện lưu trữ: | Thư viện Trường Đại học Đà Lạt |
|---|
| id |
oai:scholar.dlu.edu.vn:DLU123456789-37524 |
|---|---|
| record_format |
dspace |
| spelling |
oai:scholar.dlu.edu.vn:DLU123456789-375242023-10-27T14:42:16Z A data clustering algorithm with tolerance relation Nguyen, Van Phuc Tran, Tuan Minh Clustering Spati a l Databases 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. 2014-06-05T08:38:10Z 2014-06-05T08:38:10Z 2013 Article https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/37524 en Tạp chí Khoa học Đại học Đà Lạt, số 6;tr. 32-43 application/pdf Trường Đại học Đà Lạt |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Clustering Spati a l Databases |
| spellingShingle |
Clustering Spati a l Databases Nguyen, Van Phuc Tran, Tuan Minh A data clustering algorithm with tolerance relation |
| description |
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. |
| format |
Article |
| author |
Nguyen, Van Phuc Tran, Tuan Minh |
| author_facet |
Nguyen, Van Phuc Tran, Tuan Minh |
| author_sort |
Nguyen, Van Phuc |
| title |
A data clustering algorithm with tolerance relation |
| title_short |
A data clustering algorithm with tolerance relation |
| title_full |
A data clustering algorithm with tolerance relation |
| title_fullStr |
A data clustering algorithm with tolerance relation |
| title_full_unstemmed |
A data clustering algorithm with tolerance relation |
| title_sort |
data clustering algorithm with tolerance relation |
| publisher |
Trường Đại học Đà Lạt |
| publishDate |
2014 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/37524 |
| _version_ |
1781718642534121472 |