Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297801174> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4297801174 abstract "This problem was solved within the framework of the grant project Solving of problems of cluster analysis with application of parallel algorithms and cloud technologies in the Institute of Mathematics and Mathematical Modelling in Almaty. The problem of cluster analysis for the large amount of data is very important in different areas of science - genetics, biology, sociology etc. At the same time, such statistical known packages as STATISTICA, STADIA, SYSTAT and others do not allow to solve large problems. The new algorithm that uses the high processing power of GPUs for solving clustering problems by the K-means method was developed. This algorithm is implemented as a C++ application in Microsoft Visual Studio 2010 with using the GPU Nvidia GeForce 660. The developed software package for solving clustering problems by the method of K - means with using GPUs allows us to handle up to 2 million records with number of features up to 25. The gain in the computing time is in factor 5. We plan to increase this factor up to 20-30 after improving the algorithms." @default.
- W4297801174 created "2022-10-01" @default.
- W4297801174 creator A5068268608 @default.
- W4297801174 date "2014-02-16" @default.
- W4297801174 modified "2023-10-18" @default.
- W4297801174 title "Using of GPUs for cluster analysis of large data by K-means method" @default.
- W4297801174 doi "https://doi.org/10.48550/arxiv.1402.3788" @default.
- W4297801174 hasPublicationYear "2014" @default.
- W4297801174 type Work @default.
- W4297801174 citedByCount "0" @default.
- W4297801174 crossrefType "posted-content" @default.
- W4297801174 hasAuthorship W4297801174A5068268608 @default.
- W4297801174 hasBestOaLocation W42978011741 @default.
- W4297801174 hasConcept C111919701 @default.
- W4297801174 hasConcept C120314980 @default.
- W4297801174 hasConcept C154945302 @default.
- W4297801174 hasConcept C164866538 @default.
- W4297801174 hasConcept C173608175 @default.
- W4297801174 hasConcept C199360897 @default.
- W4297801174 hasConcept C2777904410 @default.
- W4297801174 hasConcept C2778119891 @default.
- W4297801174 hasConcept C2781039887 @default.
- W4297801174 hasConcept C29140674 @default.
- W4297801174 hasConcept C2984074130 @default.
- W4297801174 hasConcept C41008148 @default.
- W4297801174 hasConcept C459310 @default.
- W4297801174 hasConcept C512115632 @default.
- W4297801174 hasConcept C73555534 @default.
- W4297801174 hasConcept C79974875 @default.
- W4297801174 hasConcept C80444323 @default.
- W4297801174 hasConceptScore W4297801174C111919701 @default.
- W4297801174 hasConceptScore W4297801174C120314980 @default.
- W4297801174 hasConceptScore W4297801174C154945302 @default.
- W4297801174 hasConceptScore W4297801174C164866538 @default.
- W4297801174 hasConceptScore W4297801174C173608175 @default.
- W4297801174 hasConceptScore W4297801174C199360897 @default.
- W4297801174 hasConceptScore W4297801174C2777904410 @default.
- W4297801174 hasConceptScore W4297801174C2778119891 @default.
- W4297801174 hasConceptScore W4297801174C2781039887 @default.
- W4297801174 hasConceptScore W4297801174C29140674 @default.
- W4297801174 hasConceptScore W4297801174C2984074130 @default.
- W4297801174 hasConceptScore W4297801174C41008148 @default.
- W4297801174 hasConceptScore W4297801174C459310 @default.
- W4297801174 hasConceptScore W4297801174C512115632 @default.
- W4297801174 hasConceptScore W4297801174C73555534 @default.
- W4297801174 hasConceptScore W4297801174C79974875 @default.
- W4297801174 hasConceptScore W4297801174C80444323 @default.
- W4297801174 hasLocation W42978011741 @default.
- W4297801174 hasOpenAccess W4297801174 @default.
- W4297801174 hasPrimaryLocation W42978011741 @default.
- W4297801174 hasRelatedWork W2000996081 @default.
- W4297801174 hasRelatedWork W2048513577 @default.
- W4297801174 hasRelatedWork W2123689981 @default.
- W4297801174 hasRelatedWork W2188174472 @default.
- W4297801174 hasRelatedWork W2253349900 @default.
- W4297801174 hasRelatedWork W2293571750 @default.
- W4297801174 hasRelatedWork W2364672195 @default.
- W4297801174 hasRelatedWork W2934288839 @default.
- W4297801174 hasRelatedWork W2965967938 @default.
- W4297801174 hasRelatedWork W52302056 @default.
- W4297801174 isParatext "false" @default.
- W4297801174 isRetracted "false" @default.
- W4297801174 workType "article" @default.