Matches in SemOpenAlex for { <https://semopenalex.org/work/W2951785009> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2951785009 abstract "In this paper we consider the problem of clustering collections of very short texts using subspace clustering. This problem arises in many applications such as product categorisation, fraud detection, and sentiment analysis. The main challenge lies in the fact that the vectorial representation of short texts is both high-dimensional, due to the large number of unique terms in the corpus, and extremely sparse, as each text contains a very small number of words with no repetition. We propose a new, simple subspace clustering algorithm that relies on linear algebra to cluster such datasets. Experimental results on identifying product categories from product names obtained from the US Amazon website indicate that the algorithm can be competitive against state-of-the-art clustering algorithms." @default.
- W2951785009 created "2019-06-27" @default.
- W2951785009 creator A5016210241 @default.
- W2951785009 creator A5033673770 @default.
- W2951785009 creator A5034725963 @default.
- W2951785009 creator A5041082173 @default.
- W2951785009 date "2019-01-25" @default.
- W2951785009 modified "2023-09-28" @default.
- W2951785009 title "Subspace Clustering of Very Sparse High-Dimensional Data" @default.
- W2951785009 cites W1880262756 @default.
- W2951785009 cites W1994129711 @default.
- W2951785009 cites W2087962968 @default.
- W2951785009 cites W2097645701 @default.
- W2951785009 cites W2100075055 @default.
- W2951785009 cites W2118858274 @default.
- W2951785009 cites W2143920871 @default.
- W2951785009 cites W2165874743 @default.
- W2951785009 cites W2165964979 @default.
- W2951785009 cites W79405465 @default.
- W2951785009 doi "https://doi.org/10.48550/arxiv.1901.09108" @default.
- W2951785009 hasPublicationYear "2019" @default.
- W2951785009 type Work @default.
- W2951785009 sameAs 2951785009 @default.
- W2951785009 citedByCount "0" @default.
- W2951785009 crossrefType "posted-content" @default.
- W2951785009 hasAuthorship W2951785009A5016210241 @default.
- W2951785009 hasAuthorship W2951785009A5033673770 @default.
- W2951785009 hasAuthorship W2951785009A5034725963 @default.
- W2951785009 hasAuthorship W2951785009A5041082173 @default.
- W2951785009 hasBestOaLocation W29517850091 @default.
- W2951785009 hasConcept C105611402 @default.
- W2951785009 hasConcept C111472728 @default.
- W2951785009 hasConcept C124101348 @default.
- W2951785009 hasConcept C138885662 @default.
- W2951785009 hasConcept C153180895 @default.
- W2951785009 hasConcept C154945302 @default.
- W2951785009 hasConcept C17744445 @default.
- W2951785009 hasConcept C177937566 @default.
- W2951785009 hasConcept C184509293 @default.
- W2951785009 hasConcept C199539241 @default.
- W2951785009 hasConcept C2524010 @default.
- W2951785009 hasConcept C2776141515 @default.
- W2951785009 hasConcept C2776359362 @default.
- W2951785009 hasConcept C2780586882 @default.
- W2951785009 hasConcept C32834561 @default.
- W2951785009 hasConcept C32900221 @default.
- W2951785009 hasConcept C33923547 @default.
- W2951785009 hasConcept C41008148 @default.
- W2951785009 hasConcept C41895202 @default.
- W2951785009 hasConcept C73555534 @default.
- W2951785009 hasConcept C80444323 @default.
- W2951785009 hasConcept C90673727 @default.
- W2951785009 hasConcept C94625758 @default.
- W2951785009 hasConceptScore W2951785009C105611402 @default.
- W2951785009 hasConceptScore W2951785009C111472728 @default.
- W2951785009 hasConceptScore W2951785009C124101348 @default.
- W2951785009 hasConceptScore W2951785009C138885662 @default.
- W2951785009 hasConceptScore W2951785009C153180895 @default.
- W2951785009 hasConceptScore W2951785009C154945302 @default.
- W2951785009 hasConceptScore W2951785009C17744445 @default.
- W2951785009 hasConceptScore W2951785009C177937566 @default.
- W2951785009 hasConceptScore W2951785009C184509293 @default.
- W2951785009 hasConceptScore W2951785009C199539241 @default.
- W2951785009 hasConceptScore W2951785009C2524010 @default.
- W2951785009 hasConceptScore W2951785009C2776141515 @default.
- W2951785009 hasConceptScore W2951785009C2776359362 @default.
- W2951785009 hasConceptScore W2951785009C2780586882 @default.
- W2951785009 hasConceptScore W2951785009C32834561 @default.
- W2951785009 hasConceptScore W2951785009C32900221 @default.
- W2951785009 hasConceptScore W2951785009C33923547 @default.
- W2951785009 hasConceptScore W2951785009C41008148 @default.
- W2951785009 hasConceptScore W2951785009C41895202 @default.
- W2951785009 hasConceptScore W2951785009C73555534 @default.
- W2951785009 hasConceptScore W2951785009C80444323 @default.
- W2951785009 hasConceptScore W2951785009C90673727 @default.
- W2951785009 hasConceptScore W2951785009C94625758 @default.
- W2951785009 hasLocation W29517850091 @default.
- W2951785009 hasOpenAccess W2951785009 @default.
- W2951785009 hasPrimaryLocation W29517850091 @default.
- W2951785009 hasRelatedWork W136621464 @default.
- W2951785009 hasRelatedWork W1960721387 @default.
- W2951785009 hasRelatedWork W2016708865 @default.
- W2951785009 hasRelatedWork W2052939876 @default.
- W2951785009 hasRelatedWork W2184091243 @default.
- W2951785009 hasRelatedWork W2335924975 @default.
- W2951785009 hasRelatedWork W2505602116 @default.
- W2951785009 hasRelatedWork W2951182714 @default.
- W2951785009 hasRelatedWork W3209509092 @default.
- W2951785009 hasRelatedWork W2736829762 @default.
- W2951785009 isParatext "false" @default.
- W2951785009 isRetracted "false" @default.
- W2951785009 magId "2951785009" @default.
- W2951785009 workType "article" @default.