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DDC
| 629.8312 | |
Tác giả CN
| Phạm, Thị Minh Phương | |
Nhan đề
| Theoretical analysis of picture fuzzy clustering / Phạm Thị Minh Phương, Phạm Huy Thông, Lê Hoàng Sơn | |
Mô tả vật lý
| 15 p. | |
Tóm tắt
| Recently picture fuzzy clustering (_FC-PFS) has been introduced as a new computational intelligence tool for various problems in knowledge discovery and pattern recognition However.an important question that was lacked in the related researches is examination of mathematical properties behind the picture fuzzy clustering algorithm such as the convergence, the boundary or the convergence rate etc. In this paper, we will prove that FC—PF'S converges to at least one local minimum. Analysis on the loss function is also considered | |
Từ khóa tự do
| Convergence analysis | |
Từ khóa tự do
| Picture fuzzy clustering. | |
Từ khóa tự do
| Picture fuzzy sets | |
Tác giả(bs) CN
| Lê, Hoàng Sơn | |
Tác giả(bs) CN
| Phạm, Huy Thông | |
Nguồn trích
| Tạp chí Tin học và Điều khiển học = Journal of Computer Science And Cybernetics 2018Page 17 - 31
Số: 01
Tập: 34 |
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| 001 | 21462 |
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| 002 | 9 |
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| 004 | 64629D99-B2E8-49B9-9D30-A894591E36A1 |
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| 005 | 202005291348 |
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| 008 | 081223s vm| vie |
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| 009 | 1 0 |
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| 039 | |y20200529134835|zbacntp |
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| 082 | |a629.8312 |
|---|
| 100 | |aPhạm, Thị Minh Phương |
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| 245 | |aTheoretical analysis of picture fuzzy clustering / |cPhạm Thị Minh Phương, Phạm Huy Thông, Lê Hoàng Sơn |
|---|
| 300 | |a15 p. |
|---|
| 520 | |aRecently picture fuzzy clustering (_FC-PFS) has been introduced as a new computational intelligence tool for various problems in knowledge discovery and pattern recognition However.an important question that was lacked in the related researches is examination of mathematical properties behind the picture fuzzy clustering algorithm such as the convergence, the boundary or the convergence rate etc. In this paper, we will prove that FC—PF'S converges to at least one local minimum. Analysis on the loss function is also considered |
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| 653 | |aConvergence analysis |
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| 653 | |aPicture fuzzy clustering. |
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| 653 | |aPicture fuzzy sets |
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| 700 | |aLê, Hoàng Sơn |
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| 700 | |aPhạm, Huy Thông |
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| 773 | |tTạp chí Tin học và Điều khiển học = Journal of Computer Science And Cybernetics |d2018|gPage 17 - 31|v34|i01 |
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| 890 | |c0|a0|b0|d0 |
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