Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894492770> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W2894492770 abstract "We develop a Vector Quantized Spectral Clustering (VQSC) algorithm that is a combination of Spectral Clustering (SC) and Vector Quantization (VQ) sampling for grouping Soybean genomes. The inspiration here is to use SC for its accuracy and VQ to make the algorithm computationally cheap (the complexity of SC is cubic in-terms of the input size). Although the combination of SC and VQ is not new, the novelty of our work is in developing the crucial similarity matrix in SC as well as use of k-medoids in VQ, both adapted for the Soybean genome data. We compare our approach with commonly used techniques like UPGMA (Un-weighted Pair Graph Method with Arithmetic Mean) and NJ (Neighbour Joining). Experimental results show that our approach outperforms both these techniques significantly in terms of cluster quality (up to 25% better cluster quality) and time complexity (order of magnitude faster)." @default.
- W2894492770 created "2018-10-05" @default.
- W2894492770 creator A5012809798 @default.
- W2894492770 creator A5020372345 @default.
- W2894492770 creator A5022231117 @default.
- W2894492770 creator A5052390193 @default.
- W2894492770 creator A5068503569 @default.
- W2894492770 creator A5071674255 @default.
- W2894492770 date "2018-09-30" @default.
- W2894492770 modified "2023-09-28" @default.
- W2894492770 title "Vector Quantized Spectral Clustering applied to Soybean Whole Genome Sequences." @default.
- W2894492770 cites W146013739 @default.
- W2894492770 cites W1987971958 @default.
- W2894492770 cites W2012986985 @default.
- W2894492770 cites W2101318371 @default.
- W2894492770 cites W2118487713 @default.
- W2894492770 cites W2124676809 @default.
- W2894492770 cites W2146914131 @default.
- W2894492770 cites W2165874743 @default.
- W2894492770 cites W2169379894 @default.
- W2894492770 cites W2170595995 @default.
- W2894492770 cites W2963451015 @default.
- W2894492770 hasPublicationYear "2018" @default.
- W2894492770 type Work @default.
- W2894492770 sameAs 2894492770 @default.
- W2894492770 citedByCount "0" @default.
- W2894492770 crossrefType "posted-content" @default.
- W2894492770 hasAuthorship W2894492770A5012809798 @default.
- W2894492770 hasAuthorship W2894492770A5020372345 @default.
- W2894492770 hasAuthorship W2894492770A5022231117 @default.
- W2894492770 hasAuthorship W2894492770A5052390193 @default.
- W2894492770 hasAuthorship W2894492770A5068503569 @default.
- W2894492770 hasAuthorship W2894492770A5071674255 @default.
- W2894492770 hasConcept C104317684 @default.
- W2894492770 hasConcept C105611402 @default.
- W2894492770 hasConcept C11413529 @default.
- W2894492770 hasConcept C135763542 @default.
- W2894492770 hasConcept C153180895 @default.
- W2894492770 hasConcept C154945302 @default.
- W2894492770 hasConcept C194898557 @default.
- W2894492770 hasConcept C199833920 @default.
- W2894492770 hasConcept C33923547 @default.
- W2894492770 hasConcept C41008148 @default.
- W2894492770 hasConcept C54355233 @default.
- W2894492770 hasConcept C73555534 @default.
- W2894492770 hasConcept C86803240 @default.
- W2894492770 hasConceptScore W2894492770C104317684 @default.
- W2894492770 hasConceptScore W2894492770C105611402 @default.
- W2894492770 hasConceptScore W2894492770C11413529 @default.
- W2894492770 hasConceptScore W2894492770C135763542 @default.
- W2894492770 hasConceptScore W2894492770C153180895 @default.
- W2894492770 hasConceptScore W2894492770C154945302 @default.
- W2894492770 hasConceptScore W2894492770C194898557 @default.
- W2894492770 hasConceptScore W2894492770C199833920 @default.
- W2894492770 hasConceptScore W2894492770C33923547 @default.
- W2894492770 hasConceptScore W2894492770C41008148 @default.
- W2894492770 hasConceptScore W2894492770C54355233 @default.
- W2894492770 hasConceptScore W2894492770C73555534 @default.
- W2894492770 hasConceptScore W2894492770C86803240 @default.
- W2894492770 hasLocation W28944927701 @default.
- W2894492770 hasOpenAccess W2894492770 @default.
- W2894492770 hasPrimaryLocation W28944927701 @default.
- W2894492770 hasRelatedWork W2130473611 @default.
- W2894492770 hasRelatedWork W2150612347 @default.
- W2894492770 hasRelatedWork W2272535016 @default.
- W2894492770 hasRelatedWork W2363942866 @default.
- W2894492770 hasRelatedWork W2388247023 @default.
- W2894492770 hasRelatedWork W2390644470 @default.
- W2894492770 hasRelatedWork W2499120578 @default.
- W2894492770 hasRelatedWork W2949139851 @default.
- W2894492770 hasRelatedWork W3003060849 @default.
- W2894492770 hasRelatedWork W3014380621 @default.
- W2894492770 hasRelatedWork W3031519732 @default.
- W2894492770 hasRelatedWork W3043005707 @default.
- W2894492770 hasRelatedWork W3087715787 @default.
- W2894492770 hasRelatedWork W3102380154 @default.
- W2894492770 hasRelatedWork W310401897 @default.
- W2894492770 hasRelatedWork W3109546500 @default.
- W2894492770 hasRelatedWork W3139899998 @default.
- W2894492770 hasRelatedWork W3140915864 @default.
- W2894492770 hasRelatedWork W2184852438 @default.
- W2894492770 hasRelatedWork W2290468129 @default.
- W2894492770 isParatext "false" @default.
- W2894492770 isRetracted "false" @default.
- W2894492770 magId "2894492770" @default.
- W2894492770 workType "article" @default.