Matches in SemOpenAlex for { <https://semopenalex.org/work/W2613772735> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2613772735 abstract "Credit scoring has become a very important issue in the financial industry. In order to identify good or bad credit applicants, many literatures with their proposed classification methods had been published to deal with this problem. The support vector machine (SVM) of statistical learning theory was successfully applied in classification. However it still suffers from noise sensitivity originating from the fact that all the data points are treated equally. To tackle this problem, the SVM was extended into a fuzzy SVM (FSVM) by the introduction of fuzzy memberships. In this paper, a new membership calculation method is proposed, which uses a fuzzy c-means (FCM) algorithm to deal with the classification problems with outliers or noises. In the FCM-FSVM algorithm, the training dataset is divided into many clusters by using FCM, then the membership of each of training points belongs to its class can be used to be the membership of FSVM. The proposed algorithm was applied to a credit scoring classification problem, and the results verified the effectiveness of the method." @default.
- W2613772735 created "2017-05-19" @default.
- W2613772735 creator A5023640343 @default.
- W2613772735 creator A5073626715 @default.
- W2613772735 date "2016-10-01" @default.
- W2613772735 modified "2023-09-26" @default.
- W2613772735 title "A novel fuzzy SVM based on fuzzy c-means for credit scoring" @default.
- W2613772735 cites W1978832675 @default.
- W2613772735 cites W1978931285 @default.
- W2613772735 cites W1990368529 @default.
- W2613772735 cites W1990782249 @default.
- W2613772735 cites W1994807229 @default.
- W2613772735 cites W2084812512 @default.
- W2613772735 cites W2096059361 @default.
- W2613772735 cites W2108859253 @default.
- W2613772735 cites W2115242586 @default.
- W2613772735 cites W2139212933 @default.
- W2613772735 cites W2144448793 @default.
- W2613772735 cites W2156145910 @default.
- W2613772735 cites W2165012164 @default.
- W2613772735 cites W62823307 @default.
- W2613772735 doi "https://doi.org/10.1109/compcomm.2016.7924924" @default.
- W2613772735 hasPublicationYear "2016" @default.
- W2613772735 type Work @default.
- W2613772735 sameAs 2613772735 @default.
- W2613772735 citedByCount "2" @default.
- W2613772735 countsByYear W26137727352017 @default.
- W2613772735 countsByYear W26137727352021 @default.
- W2613772735 crossrefType "proceedings-article" @default.
- W2613772735 hasAuthorship W2613772735A5023640343 @default.
- W2613772735 hasAuthorship W2613772735A5073626715 @default.
- W2613772735 hasConcept C115961682 @default.
- W2613772735 hasConcept C119857082 @default.
- W2613772735 hasConcept C12267149 @default.
- W2613772735 hasConcept C124101348 @default.
- W2613772735 hasConcept C153180895 @default.
- W2613772735 hasConcept C154945302 @default.
- W2613772735 hasConcept C2777212361 @default.
- W2613772735 hasConcept C41008148 @default.
- W2613772735 hasConcept C42011625 @default.
- W2613772735 hasConcept C58166 @default.
- W2613772735 hasConcept C79337645 @default.
- W2613772735 hasConcept C99498987 @default.
- W2613772735 hasConceptScore W2613772735C115961682 @default.
- W2613772735 hasConceptScore W2613772735C119857082 @default.
- W2613772735 hasConceptScore W2613772735C12267149 @default.
- W2613772735 hasConceptScore W2613772735C124101348 @default.
- W2613772735 hasConceptScore W2613772735C153180895 @default.
- W2613772735 hasConceptScore W2613772735C154945302 @default.
- W2613772735 hasConceptScore W2613772735C2777212361 @default.
- W2613772735 hasConceptScore W2613772735C41008148 @default.
- W2613772735 hasConceptScore W2613772735C42011625 @default.
- W2613772735 hasConceptScore W2613772735C58166 @default.
- W2613772735 hasConceptScore W2613772735C79337645 @default.
- W2613772735 hasConceptScore W2613772735C99498987 @default.
- W2613772735 hasLocation W26137727351 @default.
- W2613772735 hasOpenAccess W2613772735 @default.
- W2613772735 hasPrimaryLocation W26137727351 @default.
- W2613772735 hasRelatedWork W1005922534 @default.
- W2613772735 hasRelatedWork W163471816 @default.
- W2613772735 hasRelatedWork W1978832675 @default.
- W2613772735 hasRelatedWork W1993255768 @default.
- W2613772735 hasRelatedWork W2007534217 @default.
- W2613772735 hasRelatedWork W2099242547 @default.
- W2613772735 hasRelatedWork W2122186083 @default.
- W2613772735 hasRelatedWork W2146661333 @default.
- W2613772735 hasRelatedWork W2185431158 @default.
- W2613772735 hasRelatedWork W2281858122 @default.
- W2613772735 hasRelatedWork W2374102046 @default.
- W2613772735 hasRelatedWork W2375598817 @default.
- W2613772735 hasRelatedWork W2376093938 @default.
- W2613772735 hasRelatedWork W2387885472 @default.
- W2613772735 hasRelatedWork W2603280865 @default.
- W2613772735 hasRelatedWork W2779333149 @default.
- W2613772735 hasRelatedWork W2781329572 @default.
- W2613772735 hasRelatedWork W2783114531 @default.
- W2613772735 hasRelatedWork W2998039941 @default.
- W2613772735 hasRelatedWork W1566391001 @default.
- W2613772735 isParatext "false" @default.
- W2613772735 isRetracted "false" @default.
- W2613772735 magId "2613772735" @default.
- W2613772735 workType "article" @default.