Matches in SemOpenAlex for { <https://semopenalex.org/work/W2061659968> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2061659968 abstract "Entropy multi-hyperplane credit scoring model is a decision model that classifies applicants into payers or defaulters by optimizing the classification cost using multiple hyperplanes based on entropy order. In the first stage, the model uses a pair of hyperplanes composed of half of the attributes which are ordered increasingly by the entropy. The hyperplanes divide the applicants into 3 groups, namely payers, defaulters and the unclassified. From the unclassified group, the model uses another pair of hyperplanes which are composed of additional half of the rest of attributes based on the previous entropy order. The additional hyperplanes divide the unclassified group in the first stage into another 3 group namely payers in 2nd stage, defaulters in 2nd stage and the unclassified in 2nd stage. In the final stage, the multidimensional hyperplanes created from all attributes are used to divide the loaners into two groups : payers and defaulters. In this paper, a mixed-integer programming model for entropy multi-hyperplane credit scoring model is developed to minimize the cost of misclassification errors. The experiment shows that our model has more accuracy than a two-stage least cost credit scoring model and uses less computational iterations than a multi-hyperplane credit scoring model. Moreover, the new model exhibits comparable result with classification tree, neural network, support vector machine, linear discriminant analysis and CART." @default.
- W2061659968 created "2016-06-24" @default.
- W2061659968 creator A5034449756 @default.
- W2061659968 creator A5050832542 @default.
- W2061659968 creator A5063848332 @default.
- W2061659968 date "2010-06-01" @default.
- W2061659968 modified "2023-10-16" @default.
- W2061659968 title "Entropy multi-hyperplane credit scoring model" @default.
- W2061659968 cites W154229132 @default.
- W2061659968 cites W1987054329 @default.
- W2061659968 cites W1993922907 @default.
- W2061659968 cites W2001619934 @default.
- W2061659968 cites W2016207894 @default.
- W2061659968 cites W2093829413 @default.
- W2061659968 cites W2103780778 @default.
- W2061659968 cites W2112440119 @default.
- W2061659968 cites W2113652589 @default.
- W2061659968 cites W2157273561 @default.
- W2061659968 cites W39040241 @default.
- W2061659968 doi "https://doi.org/10.1109/icfte.2010.5499418" @default.
- W2061659968 hasPublicationYear "2010" @default.
- W2061659968 type Work @default.
- W2061659968 sameAs 2061659968 @default.
- W2061659968 citedByCount "1" @default.
- W2061659968 countsByYear W20616599682015 @default.
- W2061659968 crossrefType "proceedings-article" @default.
- W2061659968 hasAuthorship W2061659968A5034449756 @default.
- W2061659968 hasAuthorship W2061659968A5050832542 @default.
- W2061659968 hasAuthorship W2061659968A5063848332 @default.
- W2061659968 hasConcept C106301342 @default.
- W2061659968 hasConcept C11413529 @default.
- W2061659968 hasConcept C114614502 @default.
- W2061659968 hasConcept C119857082 @default.
- W2061659968 hasConcept C121332964 @default.
- W2061659968 hasConcept C12267149 @default.
- W2061659968 hasConcept C124101348 @default.
- W2061659968 hasConcept C154945302 @default.
- W2061659968 hasConcept C33923547 @default.
- W2061659968 hasConcept C41008148 @default.
- W2061659968 hasConcept C62520636 @default.
- W2061659968 hasConcept C68693459 @default.
- W2061659968 hasConcept C69738355 @default.
- W2061659968 hasConceptScore W2061659968C106301342 @default.
- W2061659968 hasConceptScore W2061659968C11413529 @default.
- W2061659968 hasConceptScore W2061659968C114614502 @default.
- W2061659968 hasConceptScore W2061659968C119857082 @default.
- W2061659968 hasConceptScore W2061659968C121332964 @default.
- W2061659968 hasConceptScore W2061659968C12267149 @default.
- W2061659968 hasConceptScore W2061659968C124101348 @default.
- W2061659968 hasConceptScore W2061659968C154945302 @default.
- W2061659968 hasConceptScore W2061659968C33923547 @default.
- W2061659968 hasConceptScore W2061659968C41008148 @default.
- W2061659968 hasConceptScore W2061659968C62520636 @default.
- W2061659968 hasConceptScore W2061659968C68693459 @default.
- W2061659968 hasConceptScore W2061659968C69738355 @default.
- W2061659968 hasLocation W20616599681 @default.
- W2061659968 hasOpenAccess W2061659968 @default.
- W2061659968 hasPrimaryLocation W20616599681 @default.
- W2061659968 hasRelatedWork W1480391248 @default.
- W2061659968 hasRelatedWork W150916163 @default.
- W2061659968 hasRelatedWork W1558388647 @default.
- W2061659968 hasRelatedWork W1589811675 @default.
- W2061659968 hasRelatedWork W1910663139 @default.
- W2061659968 hasRelatedWork W1976425130 @default.
- W2061659968 hasRelatedWork W2046847206 @default.
- W2061659968 hasRelatedWork W2046938278 @default.
- W2061659968 hasRelatedWork W2098465402 @default.
- W2061659968 hasRelatedWork W2103206613 @default.
- W2061659968 hasRelatedWork W2104202872 @default.
- W2061659968 hasRelatedWork W2111674507 @default.
- W2061659968 hasRelatedWork W2127332912 @default.
- W2061659968 hasRelatedWork W2131251246 @default.
- W2061659968 hasRelatedWork W2146398624 @default.
- W2061659968 hasRelatedWork W2150100034 @default.
- W2061659968 hasRelatedWork W2151199181 @default.
- W2061659968 hasRelatedWork W2153086337 @default.
- W2061659968 hasRelatedWork W2897335315 @default.
- W2061659968 hasRelatedWork W2956024167 @default.
- W2061659968 isParatext "false" @default.
- W2061659968 isRetracted "false" @default.
- W2061659968 magId "2061659968" @default.
- W2061659968 workType "article" @default.