Matches in SemOpenAlex for { <https://semopenalex.org/work/W2013254534> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2013254534 endingPage "27" @default.
- W2013254534 startingPage "27" @default.
- W2013254534 abstract "Multiclass cancer classification is an emerging technique which presents the possibility of cancer identification using microarray data. For selecting genes in the multiclass gene categorization filter methods are frequently used. But the filter method is not applicable for some of the multiclass microarray data sets because of the rigorous heterogeneity of biological tissues and samples. So, for selecting genes decay the multiclass ranking statistics into class explicit statistics and then Pareto-front analysis is used. Also, to identify the Pareto-optimal set the non-dominant sorting genetic algorithm is suggested. But the drawback is this method does not scale with high complexity. Because, where the number of elements which are represented to mutation is large there is an exponential raise in search space size. So, in this manuscript an innovative technique is introduced which is called Multiobjective Firefly Algorithm for Multiclass Gene Selection (MFGS). A firefly has a tendency to be fascinated towards other fireflies with superior flash intensity. The multiple objective firefly algorithms intend to optimize two or more conflicting characteristics represented by fitness functions. In the multiple objective firefly method, a set of Pareto-optimal solutions are created which concurrently optimize the contradictory necessities of the multiple fitness functions. In the proposed method, the genes are selected by optimizing the number of fireflies in the multiple class-specific statistics. An experimental result shows that when compared to the existing method, there is less complexity, high classification accuracy of the proposed MFGS method. Keywords: Filter Methods, Gene Selection, Multiobjective Firefly Algorithm, Pareto-Front Analysis" @default.
- W2013254534 created "2016-06-24" @default.
- W2013254534 creator A5062648727 @default.
- W2013254534 creator A5086458216 @default.
- W2013254534 date "2015-01-16" @default.
- W2013254534 modified "2023-09-27" @default.
- W2013254534 title "Multi-Objective Firefly Algorithm for Multi-Class Gene Selection" @default.
- W2013254534 cites W1966626540 @default.
- W2013254534 cites W1966701961 @default.
- W2013254534 cites W1970156673 @default.
- W2013254534 cites W1977868384 @default.
- W2013254534 cites W1989240418 @default.
- W2013254534 cites W2080040490 @default.
- W2013254534 cites W2093876829 @default.
- W2013254534 cites W2101820646 @default.
- W2013254534 cites W2103291381 @default.
- W2013254534 cites W2114754216 @default.
- W2013254534 cites W2119479037 @default.
- W2013254534 cites W2131987814 @default.
- W2013254534 cites W2137843728 @default.
- W2013254534 cites W2138550913 @default.
- W2013254534 cites W2141826465 @default.
- W2013254534 cites W2155706105 @default.
- W2013254534 cites W2165849038 @default.
- W2013254534 doi "https://doi.org/10.17485/ijst/2015/v8i1/52310" @default.
- W2013254534 hasPublicationYear "2015" @default.
- W2013254534 type Work @default.
- W2013254534 sameAs 2013254534 @default.
- W2013254534 citedByCount "7" @default.
- W2013254534 countsByYear W20132545342015 @default.
- W2013254534 countsByYear W20132545342016 @default.
- W2013254534 countsByYear W20132545342017 @default.
- W2013254534 countsByYear W20132545342020 @default.
- W2013254534 countsByYear W20132545342022 @default.
- W2013254534 crossrefType "journal-article" @default.
- W2013254534 hasAuthorship W2013254534A5062648727 @default.
- W2013254534 hasAuthorship W2013254534A5086458216 @default.
- W2013254534 hasBestOaLocation W20132545341 @default.
- W2013254534 hasConcept C106131492 @default.
- W2013254534 hasConcept C111696304 @default.
- W2013254534 hasConcept C11413529 @default.
- W2013254534 hasConcept C119857082 @default.
- W2013254534 hasConcept C12267149 @default.
- W2013254534 hasConcept C123860398 @default.
- W2013254534 hasConcept C124101348 @default.
- W2013254534 hasConcept C126255220 @default.
- W2013254534 hasConcept C137635306 @default.
- W2013254534 hasConcept C154945302 @default.
- W2013254534 hasConcept C154982244 @default.
- W2013254534 hasConcept C31972630 @default.
- W2013254534 hasConcept C33923547 @default.
- W2013254534 hasConcept C41008148 @default.
- W2013254534 hasConcept C68781425 @default.
- W2013254534 hasConcept C81917197 @default.
- W2013254534 hasConcept C85617194 @default.
- W2013254534 hasConcept C8880873 @default.
- W2013254534 hasConceptScore W2013254534C106131492 @default.
- W2013254534 hasConceptScore W2013254534C111696304 @default.
- W2013254534 hasConceptScore W2013254534C11413529 @default.
- W2013254534 hasConceptScore W2013254534C119857082 @default.
- W2013254534 hasConceptScore W2013254534C12267149 @default.
- W2013254534 hasConceptScore W2013254534C123860398 @default.
- W2013254534 hasConceptScore W2013254534C124101348 @default.
- W2013254534 hasConceptScore W2013254534C126255220 @default.
- W2013254534 hasConceptScore W2013254534C137635306 @default.
- W2013254534 hasConceptScore W2013254534C154945302 @default.
- W2013254534 hasConceptScore W2013254534C154982244 @default.
- W2013254534 hasConceptScore W2013254534C31972630 @default.
- W2013254534 hasConceptScore W2013254534C33923547 @default.
- W2013254534 hasConceptScore W2013254534C41008148 @default.
- W2013254534 hasConceptScore W2013254534C68781425 @default.
- W2013254534 hasConceptScore W2013254534C81917197 @default.
- W2013254534 hasConceptScore W2013254534C85617194 @default.
- W2013254534 hasConceptScore W2013254534C8880873 @default.
- W2013254534 hasIssue "1" @default.
- W2013254534 hasLocation W20132545341 @default.
- W2013254534 hasOpenAccess W2013254534 @default.
- W2013254534 hasPrimaryLocation W20132545341 @default.
- W2013254534 hasRelatedWork W1977938613 @default.
- W2013254534 hasRelatedWork W2013338984 @default.
- W2013254534 hasRelatedWork W2023220189 @default.
- W2013254534 hasRelatedWork W2145877535 @default.
- W2013254534 hasRelatedWork W2346752270 @default.
- W2013254534 hasRelatedWork W2363125734 @default.
- W2013254534 hasRelatedWork W2366525864 @default.
- W2013254534 hasRelatedWork W2961151660 @default.
- W2013254534 hasRelatedWork W2972379113 @default.
- W2013254534 hasRelatedWork W3151104768 @default.
- W2013254534 hasVolume "8" @default.
- W2013254534 isParatext "false" @default.
- W2013254534 isRetracted "false" @default.
- W2013254534 magId "2013254534" @default.
- W2013254534 workType "article" @default.