Presentation | 2004-10-14 Approximation algorithms for the bipartite dense subgraph problem Akiko SUZUKI, Takeshi TOKUYAMA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We consider the (weighted) bipartite dense subgraph problem that extracts a dense subgraph of a given (weighted) bipartite graph. We give approximation algorithms with theoretical error bounds even if the output subgraph is of small size provided that it is dense: This is significantly different from known results on the non-bipartite problem. We also discuss its application to dimension-reducing clustering in data mining applications. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Approximation Algorithm / Clustering / Dense subgraph |
Paper # | COMP2004-37 |
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Conference Information | |
Committee | COMP |
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Conference Date | 2004/10/7(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Theoretical Foundations of Computing (COMP) |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Approximation algorithms for the bipartite dense subgraph problem |
Sub Title (in English) | |
Keyword(1) | Approximation Algorithm |
Keyword(2) | Clustering |
Keyword(3) | Dense subgraph |
1st Author's Name | Akiko SUZUKI |
1st Author's Affiliation | GSIS Tohoku University() |
2nd Author's Name | Takeshi TOKUYAMA |
2nd Author's Affiliation | GSIS Tohoku University |
Date | 2004-10-14 |
Paper # | COMP2004-37 |
Volume (vol) | vol.104 |
Number (no) | 338 |
Page | pp.pp.- |
#Pages | 8 |
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