FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1997653576> ?p ?o ?g. }

• W1997653576 endingPage "183" @default.
• W1997653576 startingPage "175" @default.
• W1997653576 abstract "Abstract This study proposes an ensemble-based model (EBM) for the two-class imbalanced classification problem by joining together the support vector machine (SVM), multiple feature selection combination, back-propagation neural network (BPNN) ensemble, and rough set theory (RST). To improve the significance of the rare and specific region belonging to the minority class in the decision region, we take the SVM as a pre-processor to balance the training dataset and use multiple feature selection combination grounded on ensemble learning in order to determine the most representative features from the re-sized dataset. The representative features are then fed into the BPNN ensemble to construct an effective financial pre-warning mechanism. Lacking comprehensibility and readability is one of the fatal weaknesses of an ensemble classifier and it impedes its real-life application. Thus, the study executes RST to extract knowledge from the BPNN ensemble for decision makers to make suitable judgments. Decision makers can take the decision rules as a roadmap to modify a firm's capital structure so as to survive in an extremely turbulent financial market. Empirical results reveal that the introduced EBM's prediction accuracy is very promising in financial risk mining, relative to other detection approaches in this study." @default.
• W1997653576 created "2016-06-24" @default.
• W1997653576 creator A5029621994 @default.
• W1997653576 creator A5049069127 @default.
• W1997653576 creator A5053290656 @default.
• W1997653576 creator A5069675926 @default.
• W1997653576 date "2014-02-01" @default.
• W1997653576 modified "2023-09-23" @default.
• W1997653576 title "An ensemble-based model for two-class imbalanced financial problem" @default.
• W1997653576 cites W1941659294 @default.
• W1997653576 cites W1963626514 @default.
• W1997653576 cites W1964752234 @default.
• W1997653576 cites W1966517947 @default.
• W1997653576 cites W1968023063 @default.
• W1997653576 cites W1969584773 @default.
• W1997653576 cites W1970277521 @default.
• W1997653576 cites W1974088341 @default.
• W1997653576 cites W1982165141 @default.
• W1997653576 cites W1984712439 @default.
• W1997653576 cites W1994830145 @default.
• W1997653576 cites W2001619934 @default.
• W1997653576 cites W2004076523 @default.
• W1997653576 cites W2004464683 @default.
• W1997653576 cites W2009344243 @default.
• W1997653576 cites W2011021627 @default.
• W1997653576 cites W2012096002 @default.
• W1997653576 cites W2022495564 @default.
• W1997653576 cites W2040745298 @default.
• W1997653576 cites W2042243997 @default.
• W1997653576 cites W2048289813 @default.
• W1997653576 cites W2057624885 @default.
• W1997653576 cites W2070808135 @default.
• W1997653576 cites W2071126638 @default.
• W1997653576 cites W2071332125 @default.
• W1997653576 cites W2073327029 @default.
• W1997653576 cites W2076129045 @default.
• W1997653576 cites W2076817280 @default.
• W1997653576 cites W2077563416 @default.
• W1997653576 cites W2078423146 @default.
• W1997653576 cites W2093064636 @default.
• W1997653576 cites W2108564850 @default.
• W1997653576 cites W2147042167 @default.
• W1997653576 cites W2148143831 @default.
• W1997653576 cites W2158068969 @default.
• W1997653576 cites W2158275940 @default.
• W1997653576 cites W2161535772 @default.
• W1997653576 cites W2161932079 @default.
• W1997653576 cites W2162523902 @default.
• W1997653576 cites W2170893334 @default.
• W1997653576 cites W232881907 @default.
• W1997653576 cites W2913141873 @default.
• W1997653576 cites W3123427206 @default.
• W1997653576 cites W4255833381 @default.
• W1997653576 doi "https://doi.org/10.1016/j.econmod.2013.11.013" @default.
• W1997653576 hasPublicationYear "2014" @default.
• W1997653576 type Work @default.
• W1997653576 sameAs 1997653576 @default.
• W1997653576 citedByCount "30" @default.
• W1997653576 countsByYear W19976535762014 @default.
• W1997653576 countsByYear W19976535762015 @default.
• W1997653576 countsByYear W19976535762016 @default.
• W1997653576 countsByYear W19976535762017 @default.
• W1997653576 countsByYear W19976535762018 @default.
• W1997653576 countsByYear W19976535762019 @default.
• W1997653576 countsByYear W19976535762020 @default.
• W1997653576 countsByYear W19976535762021 @default.
• W1997653576 countsByYear W19976535762022 @default.
• W1997653576 countsByYear W19976535762023 @default.
• W1997653576 crossrefType "journal-article" @default.
• W1997653576 hasAuthorship W1997653576A5029621994 @default.
• W1997653576 hasAuthorship W1997653576A5049069127 @default.
• W1997653576 hasAuthorship W1997653576A5053290656 @default.
• W1997653576 hasAuthorship W1997653576A5069675926 @default.
• W1997653576 hasConcept C144237770 @default.
• W1997653576 hasConcept C149782125 @default.
• W1997653576 hasConcept C154945302 @default.
• W1997653576 hasConcept C162324750 @default.
• W1997653576 hasConcept C2777212361 @default.
• W1997653576 hasConcept C41008148 @default.
• W1997653576 hasConceptScore W1997653576C144237770 @default.
• W1997653576 hasConceptScore W1997653576C149782125 @default.
• W1997653576 hasConceptScore W1997653576C154945302 @default.
• W1997653576 hasConceptScore W1997653576C162324750 @default.
• W1997653576 hasConceptScore W1997653576C2777212361 @default.
• W1997653576 hasConceptScore W1997653576C41008148 @default.
• W1997653576 hasLocation W19976535761 @default.
• W1997653576 hasOpenAccess W1997653576 @default.
• W1997653576 hasPrimaryLocation W19976535761 @default.
• W1997653576 hasRelatedWork W1522504334 @default.
• W1997653576 hasRelatedWork W1973538245 @default.
• W1997653576 hasRelatedWork W2013444265 @default.
• W1997653576 hasRelatedWork W2021570049 @default.
• W1997653576 hasRelatedWork W2030617584 @default.
• W1997653576 hasRelatedWork W2056210026 @default.
• W1997653576 hasRelatedWork W2161519270 @default.
• W1997653576 hasRelatedWork W3149328373 @default.
• W1997653576 hasRelatedWork W331667891 @default.
• W1997653576 hasRelatedWork W2142213187 @default.

• next