Matches in SemOpenAlex for { <https://semopenalex.org/work/W4307346065> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W4307346065 abstract "With the outbreak of many major default events in China's bond market, the problem of corporate bond default prediction has increasingly become the focus of academic and practical circles, and machine learning and deep learning algorithms have been widely used. By constructing a random forest-BP neural network model and a random forest model based on convolutional neural network, we make an empirical analysis of the financial data of listed companies whose bonds default or are due to be paid from 2014 to 2019, and compare the prediction results of the algorithms to test the effectiveness of the models. The empirical results show that the random forest model based on convolutional neural network is the best in the prediction of corporate credit default, and the combined model has better performance than the single model." @default.
- W4307346065 created "2022-10-31" @default.
- W4307346065 creator A5018517860 @default.
- W4307346065 creator A5031355271 @default.
- W4307346065 creator A5057565481 @default.
- W4307346065 date "2022-09-23" @default.
- W4307346065 modified "2023-09-27" @default.
- W4307346065 title "Prediction of Enterprise Credit Bond Default based on Random Forest and Neural Network" @default.
- W4307346065 cites W1977009091 @default.
- W4307346065 cites W2124176365 @default.
- W4307346065 cites W2885442465 @default.
- W4307346065 cites W2921161724 @default.
- W4307346065 cites W3123077689 @default.
- W4307346065 doi "https://doi.org/10.1145/3558819.3565215" @default.
- W4307346065 hasPublicationYear "2022" @default.
- W4307346065 type Work @default.
- W4307346065 citedByCount "0" @default.
- W4307346065 crossrefType "proceedings-article" @default.
- W4307346065 hasAuthorship W4307346065A5018517860 @default.
- W4307346065 hasAuthorship W4307346065A5031355271 @default.
- W4307346065 hasAuthorship W4307346065A5057565481 @default.
- W4307346065 hasConcept C10138342 @default.
- W4307346065 hasConcept C105795698 @default.
- W4307346065 hasConcept C108583219 @default.
- W4307346065 hasConcept C119857082 @default.
- W4307346065 hasConcept C120936955 @default.
- W4307346065 hasConcept C144133560 @default.
- W4307346065 hasConcept C149782125 @default.
- W4307346065 hasConcept C154945302 @default.
- W4307346065 hasConcept C162118730 @default.
- W4307346065 hasConcept C162324750 @default.
- W4307346065 hasConcept C169258074 @default.
- W4307346065 hasConcept C178350159 @default.
- W4307346065 hasConcept C205208723 @default.
- W4307346065 hasConcept C24308983 @default.
- W4307346065 hasConcept C26457952 @default.
- W4307346065 hasConcept C30589699 @default.
- W4307346065 hasConcept C33923547 @default.
- W4307346065 hasConcept C41008148 @default.
- W4307346065 hasConcept C44309892 @default.
- W4307346065 hasConcept C50644808 @default.
- W4307346065 hasConcept C69738904 @default.
- W4307346065 hasConcept C81363708 @default.
- W4307346065 hasConcept C89997419 @default.
- W4307346065 hasConceptScore W4307346065C10138342 @default.
- W4307346065 hasConceptScore W4307346065C105795698 @default.
- W4307346065 hasConceptScore W4307346065C108583219 @default.
- W4307346065 hasConceptScore W4307346065C119857082 @default.
- W4307346065 hasConceptScore W4307346065C120936955 @default.
- W4307346065 hasConceptScore W4307346065C144133560 @default.
- W4307346065 hasConceptScore W4307346065C149782125 @default.
- W4307346065 hasConceptScore W4307346065C154945302 @default.
- W4307346065 hasConceptScore W4307346065C162118730 @default.
- W4307346065 hasConceptScore W4307346065C162324750 @default.
- W4307346065 hasConceptScore W4307346065C169258074 @default.
- W4307346065 hasConceptScore W4307346065C178350159 @default.
- W4307346065 hasConceptScore W4307346065C205208723 @default.
- W4307346065 hasConceptScore W4307346065C24308983 @default.
- W4307346065 hasConceptScore W4307346065C26457952 @default.
- W4307346065 hasConceptScore W4307346065C30589699 @default.
- W4307346065 hasConceptScore W4307346065C33923547 @default.
- W4307346065 hasConceptScore W4307346065C41008148 @default.
- W4307346065 hasConceptScore W4307346065C44309892 @default.
- W4307346065 hasConceptScore W4307346065C50644808 @default.
- W4307346065 hasConceptScore W4307346065C69738904 @default.
- W4307346065 hasConceptScore W4307346065C81363708 @default.
- W4307346065 hasConceptScore W4307346065C89997419 @default.
- W4307346065 hasLocation W43073460651 @default.
- W4307346065 hasOpenAccess W4307346065 @default.
- W4307346065 hasPrimaryLocation W43073460651 @default.
- W4307346065 hasRelatedWork W1529708152 @default.
- W4307346065 hasRelatedWork W2040664037 @default.
- W4307346065 hasRelatedWork W2153312943 @default.
- W4307346065 hasRelatedWork W2951672851 @default.
- W4307346065 hasRelatedWork W3121793365 @default.
- W4307346065 hasRelatedWork W3121956190 @default.
- W4307346065 hasRelatedWork W3123224889 @default.
- W4307346065 hasRelatedWork W562270862 @default.
- W4307346065 hasRelatedWork W565236627 @default.
- W4307346065 hasRelatedWork W83360246 @default.
- W4307346065 isParatext "false" @default.
- W4307346065 isRetracted "false" @default.
- W4307346065 workType "article" @default.