Matches in SemOpenAlex for { <https://semopenalex.org/work/W117904034> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W117904034 endingPage "117" @default.
- W117904034 startingPage "106" @default.
- W117904034 abstract "CLUHSIC is a recent clustering framework that unifies the geometric, spectral and statistical views of clustering. In this paper, we show that the recently proposed discriminative view of clustering, which includes the DIFFRAC and DisKmeans algorithms, can also be unified under the CLUHSIC framework. Moreover, CLUHSIC involves integer programming and one has to resort to heuristics such as iterative local optimization. In this paper, we propose two relaxations that are much more disciplined. The first one uses spectral techniques while the second one is based on semidefinite programming (SDP). Experimental results on a number of structured clustering tasks show that the proposed method significantly outperforms existing optimization methods for CLUHSIC. Moreover, it can also be used in semi-supervised classification. Experiments on real-world protein subcellular localization data sets clearly demonstrate the ability of CLUHSIC in incorporating structural and evolutionary information." @default.
- W117904034 created "2016-06-24" @default.
- W117904034 creator A5010877916 @default.
- W117904034 creator A5070273088 @default.
- W117904034 creator A5072326245 @default.
- W117904034 date "2010-01-01" @default.
- W117904034 modified "2023-09-23" @default.
- W117904034 title "Spectral and Semidefinite Relaxation of the CLUHSIC Algorithm." @default.
- W117904034 cites W1483204526 @default.
- W117904034 cites W1585754713 @default.
- W117904034 cites W1638081485 @default.
- W117904034 cites W1975809548 @default.
- W117904034 cites W2041011899 @default.
- W117904034 cites W2079361630 @default.
- W117904034 cites W2084809122 @default.
- W117904034 cites W2105842272 @default.
- W117904034 cites W2108282816 @default.
- W117904034 cites W2132702454 @default.
- W117904034 cites W2132771435 @default.
- W117904034 cites W2133026689 @default.
- W117904034 cites W2139710299 @default.
- W117904034 cites W2139850885 @default.
- W117904034 cites W2140067190 @default.
- W117904034 cites W2143075842 @default.
- W117904034 cites W2149822709 @default.
- W117904034 cites W2151703950 @default.
- W117904034 cites W2157801062 @default.
- W117904034 cites W2160979370 @default.
- W117904034 cites W2170700642 @default.
- W117904034 cites W2294672308 @default.
- W117904034 cites W2296319761 @default.
- W117904034 cites W2406531951 @default.
- W117904034 cites W2610360795 @default.
- W117904034 cites W2993845287 @default.
- W117904034 hasPublicationYear "2010" @default.
- W117904034 type Work @default.
- W117904034 sameAs 117904034 @default.
- W117904034 citedByCount "1" @default.
- W117904034 crossrefType "proceedings-article" @default.
- W117904034 hasAuthorship W117904034A5010877916 @default.
- W117904034 hasAuthorship W117904034A5070273088 @default.
- W117904034 hasAuthorship W117904034A5072326245 @default.
- W117904034 hasConcept C101901036 @default.
- W117904034 hasConcept C105611402 @default.
- W117904034 hasConcept C11413529 @default.
- W117904034 hasConcept C126255220 @default.
- W117904034 hasConcept C127705205 @default.
- W117904034 hasConcept C153180895 @default.
- W117904034 hasConcept C154945302 @default.
- W117904034 hasConcept C15744967 @default.
- W117904034 hasConcept C2776029896 @default.
- W117904034 hasConcept C33923547 @default.
- W117904034 hasConcept C41008148 @default.
- W117904034 hasConcept C56086750 @default.
- W117904034 hasConcept C73555534 @default.
- W117904034 hasConcept C77805123 @default.
- W117904034 hasConcept C97931131 @default.
- W117904034 hasConceptScore W117904034C101901036 @default.
- W117904034 hasConceptScore W117904034C105611402 @default.
- W117904034 hasConceptScore W117904034C11413529 @default.
- W117904034 hasConceptScore W117904034C126255220 @default.
- W117904034 hasConceptScore W117904034C127705205 @default.
- W117904034 hasConceptScore W117904034C153180895 @default.
- W117904034 hasConceptScore W117904034C154945302 @default.
- W117904034 hasConceptScore W117904034C15744967 @default.
- W117904034 hasConceptScore W117904034C2776029896 @default.
- W117904034 hasConceptScore W117904034C33923547 @default.
- W117904034 hasConceptScore W117904034C41008148 @default.
- W117904034 hasConceptScore W117904034C56086750 @default.
- W117904034 hasConceptScore W117904034C73555534 @default.
- W117904034 hasConceptScore W117904034C77805123 @default.
- W117904034 hasConceptScore W117904034C97931131 @default.
- W117904034 hasLocation W1179040341 @default.
- W117904034 hasOpenAccess W117904034 @default.
- W117904034 hasPrimaryLocation W1179040341 @default.
- W117904034 hasRelatedWork W2073403552 @default.
- W117904034 hasRelatedWork W2143997768 @default.
- W117904034 hasRelatedWork W2261017152 @default.
- W117904034 hasRelatedWork W2751852238 @default.
- W117904034 hasRelatedWork W2801836711 @default.
- W117904034 hasRelatedWork W2905277283 @default.
- W117904034 hasRelatedWork W2920280607 @default.
- W117904034 hasRelatedWork W2951676025 @default.
- W117904034 hasRelatedWork W2964204931 @default.
- W117904034 hasRelatedWork W3088992484 @default.
- W117904034 hasRelatedWork W3090003755 @default.
- W117904034 hasRelatedWork W3120904440 @default.
- W117904034 hasRelatedWork W3121562353 @default.
- W117904034 hasRelatedWork W3152590761 @default.
- W117904034 hasRelatedWork W3163262219 @default.
- W117904034 isParatext "false" @default.
- W117904034 isRetracted "false" @default.
- W117904034 magId "117904034" @default.
- W117904034 workType "article" @default.