FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2563543682> ?p ?o ?g. }

• W2563543682 abstract "The Cancer disease involves abnormal cell growth and has the potential to spread to other parts of the body. Today, technology has provided us with many methods to study the pattern of thousands of cancer gene expressions simultaneously. Often microarray gene expression data comprises of a huge number of genes and a very small number of samples or observations. Our task is to identify those genes that are most significant in the expression of a particular disease, in this case, cancer. In order to achieve that, it is useful to rank the genes. In this article, we propose a novel method for ranking genes using Relative Entropy and Decision Trees. Relative Entropy has been used to reduce the dimensionality of the microarray dataset and rank the genes. The final reduced set of genes is then used for classification using decision trees with 10 folds cross-validation. The proposed method has been applied on eight benchmark datasets, and results show that it can reach 70–100 % classification accuracy with a very few dominant genes." @default.
• W2563543682 created "2017-01-06" @default.
• W2563543682 creator A5026608702 @default.
• W2563543682 creator A5027759345 @default.
• W2563543682 creator A5049281419 @default.
• W2563543682 creator A5065074139 @default.
• W2563543682 creator A5078149074 @default.
• W2563543682 creator A5089847093 @default.
• W2563543682 date "2016-10-01" @default.
• W2563543682 modified "2023-09-24" @default.
• W2563543682 title "Gene ranking: An entropy & decision tree based approach" @default.
• W2563543682 cites W1973494188 @default.
• W2563543682 cites W1995875735 @default.
• W2563543682 cites W2041905826 @default.
• W2563543682 cites W2042603323 @default.
• W2563543682 cites W2083877789 @default.
• W2563543682 cites W2087684630 @default.
• W2563543682 cites W2099124121 @default.
• W2563543682 cites W2109363337 @default.
• W2563543682 cites W2168561598 @default.
• W2563543682 cites W2402917710 @default.
• W2563543682 cites W2502639882 @default.
• W2563543682 cites W3216149784 @default.
• W2563543682 doi "https://doi.org/10.1109/uemcon.2016.7777837" @default.
• W2563543682 hasPublicationYear "2016" @default.
• W2563543682 type Work @default.
• W2563543682 sameAs 2563543682 @default.
• W2563543682 citedByCount "3" @default.
• W2563543682 countsByYear W25635436822017 @default.
• W2563543682 countsByYear W25635436822018 @default.
• W2563543682 crossrefType "proceedings-article" @default.
• W2563543682 hasAuthorship W2563543682A5026608702 @default.
• W2563543682 hasAuthorship W2563543682A5027759345 @default.
• W2563543682 hasAuthorship W2563543682A5049281419 @default.
• W2563543682 hasAuthorship W2563543682A5065074139 @default.
• W2563543682 hasAuthorship W2563543682A5078149074 @default.
• W2563543682 hasAuthorship W2563543682A5089847093 @default.
• W2563543682 hasConcept C104317684 @default.
• W2563543682 hasConcept C106301342 @default.
• W2563543682 hasConcept C111030470 @default.
• W2563543682 hasConcept C119857082 @default.
• W2563543682 hasConcept C121332964 @default.
• W2563543682 hasConcept C124101348 @default.
• W2563543682 hasConcept C13280743 @default.
• W2563543682 hasConcept C150194340 @default.
• W2563543682 hasConcept C153180895 @default.
• W2563543682 hasConcept C154945302 @default.
• W2563543682 hasConcept C185798385 @default.
• W2563543682 hasConcept C189430467 @default.
• W2563543682 hasConcept C205649164 @default.
• W2563543682 hasConcept C41008148 @default.
• W2563543682 hasConcept C54355233 @default.
• W2563543682 hasConcept C62520636 @default.
• W2563543682 hasConcept C70721500 @default.
• W2563543682 hasConcept C8415881 @default.
• W2563543682 hasConcept C84525736 @default.
• W2563543682 hasConcept C86803240 @default.
• W2563543682 hasConceptScore W2563543682C104317684 @default.
• W2563543682 hasConceptScore W2563543682C106301342 @default.
• W2563543682 hasConceptScore W2563543682C111030470 @default.
• W2563543682 hasConceptScore W2563543682C119857082 @default.
• W2563543682 hasConceptScore W2563543682C121332964 @default.
• W2563543682 hasConceptScore W2563543682C124101348 @default.
• W2563543682 hasConceptScore W2563543682C13280743 @default.
• W2563543682 hasConceptScore W2563543682C150194340 @default.
• W2563543682 hasConceptScore W2563543682C153180895 @default.
• W2563543682 hasConceptScore W2563543682C154945302 @default.
• W2563543682 hasConceptScore W2563543682C185798385 @default.
• W2563543682 hasConceptScore W2563543682C189430467 @default.
• W2563543682 hasConceptScore W2563543682C205649164 @default.
• W2563543682 hasConceptScore W2563543682C41008148 @default.
• W2563543682 hasConceptScore W2563543682C54355233 @default.
• W2563543682 hasConceptScore W2563543682C62520636 @default.
• W2563543682 hasConceptScore W2563543682C70721500 @default.
• W2563543682 hasConceptScore W2563543682C8415881 @default.
• W2563543682 hasConceptScore W2563543682C84525736 @default.
• W2563543682 hasConceptScore W2563543682C86803240 @default.
• W2563543682 hasLocation W25635436821 @default.
• W2563543682 hasOpenAccess W2563543682 @default.
• W2563543682 hasPrimaryLocation W25635436821 @default.
• W2563543682 hasRelatedWork W130369033 @default.
• W2563543682 hasRelatedWork W133053493 @default.
• W2563543682 hasRelatedWork W1487447453 @default.
• W2563543682 hasRelatedWork W1598178318 @default.
• W2563543682 hasRelatedWork W1980368601 @default.
• W2563543682 hasRelatedWork W2071026180 @default.
• W2563543682 hasRelatedWork W2114425668 @default.
• W2563543682 hasRelatedWork W2117695308 @default.
• W2563543682 hasRelatedWork W2123106853 @default.
• W2563543682 hasRelatedWork W2140077863 @default.
• W2563543682 hasRelatedWork W2277870805 @default.
• W2563543682 hasRelatedWork W2296521202 @default.
• W2563543682 hasRelatedWork W2305321266 @default.
• W2563543682 hasRelatedWork W2499280062 @default.
• W2563543682 hasRelatedWork W2943349236 @default.
• W2563543682 hasRelatedWork W2953439024 @default.
• W2563543682 hasRelatedWork W3023063102 @default.
• W2563543682 hasRelatedWork W54684814 @default.
• W2563543682 hasRelatedWork W58132091 @default.
• W2563543682 hasRelatedWork W85843555 @default.

• next