Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367054805> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4367054805 endingPage "e1287" @default.
- W4367054805 startingPage "e1287" @default.
- W4367054805 abstract "In the context of sustainable economic development, while economic globalization brings new vitality to the company, it also makes the company face an increasingly severe external environment. The managers have to shift their focus to capital market investment. The excessive pursuit of investment benefits can easily lead to decision-making errors, resulting in a financial crisis for the company, and even may be forced to delist in severe cases. This article proposes a financial crisis prediction model based on Artificial Bee Colony-recurrent neural network (ABC-RNN) and bidirectional long short-term memory (Bi-LSTM) company with a characteristic attention mechanism. We combined ABC-RNN with Bi-LSTM to extract more temporal feature vectors from financial data. Then we introduced a feature attention mechanism to extract better depth features from financial data; the ABC algorithm is introduced to optimize the weight and bias of RNN to improve the reasoning speed and accuracy. The experiment shows that the prediction accuracy and recall of the model on the test set have reached 88.94% and 88.23%, respectively, which has good prediction ability. The outcome of this research helps the company to prevent and deal with the financial crisis in time and promote the sustainable development of the market economy." @default.
- W4367054805 created "2023-04-27" @default.
- W4367054805 creator A5027528662 @default.
- W4367054805 date "2023-04-26" @default.
- W4367054805 modified "2023-09-26" @default.
- W4367054805 title "Design of a corporate financial crisis prediction model based on improved ABC-RNN+Bi-LSTM algorithm in the context of sustainable development" @default.
- W4367054805 cites W132533955 @default.
- W4367054805 cites W1974339500 @default.
- W4367054805 cites W2120615054 @default.
- W4367054805 cites W2969545244 @default.
- W4367054805 cites W3007551217 @default.
- W4367054805 cites W3144142941 @default.
- W4367054805 cites W4206722399 @default.
- W4367054805 cites W4245062810 @default.
- W4367054805 cites W4286110449 @default.
- W4367054805 doi "https://doi.org/10.7717/peerj-cs.1287" @default.
- W4367054805 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37346585" @default.
- W4367054805 hasPublicationYear "2023" @default.
- W4367054805 type Work @default.
- W4367054805 citedByCount "0" @default.
- W4367054805 crossrefType "journal-article" @default.
- W4367054805 hasAuthorship W4367054805A5027528662 @default.
- W4367054805 hasBestOaLocation W43670548051 @default.
- W4367054805 hasConcept C10138342 @default.
- W4367054805 hasConcept C11413529 @default.
- W4367054805 hasConcept C119857082 @default.
- W4367054805 hasConcept C138885662 @default.
- W4367054805 hasConcept C139719470 @default.
- W4367054805 hasConcept C144133560 @default.
- W4367054805 hasConcept C144237770 @default.
- W4367054805 hasConcept C147168706 @default.
- W4367054805 hasConcept C148220186 @default.
- W4367054805 hasConcept C151730666 @default.
- W4367054805 hasConcept C154945302 @default.
- W4367054805 hasConcept C162324750 @default.
- W4367054805 hasConcept C17744445 @default.
- W4367054805 hasConcept C199539241 @default.
- W4367054805 hasConcept C2776401178 @default.
- W4367054805 hasConcept C2778300220 @default.
- W4367054805 hasConcept C2779343474 @default.
- W4367054805 hasConcept C41008148 @default.
- W4367054805 hasConcept C41895202 @default.
- W4367054805 hasConcept C50644808 @default.
- W4367054805 hasConcept C552854447 @default.
- W4367054805 hasConcept C86803240 @default.
- W4367054805 hasConceptScore W4367054805C10138342 @default.
- W4367054805 hasConceptScore W4367054805C11413529 @default.
- W4367054805 hasConceptScore W4367054805C119857082 @default.
- W4367054805 hasConceptScore W4367054805C138885662 @default.
- W4367054805 hasConceptScore W4367054805C139719470 @default.
- W4367054805 hasConceptScore W4367054805C144133560 @default.
- W4367054805 hasConceptScore W4367054805C144237770 @default.
- W4367054805 hasConceptScore W4367054805C147168706 @default.
- W4367054805 hasConceptScore W4367054805C148220186 @default.
- W4367054805 hasConceptScore W4367054805C151730666 @default.
- W4367054805 hasConceptScore W4367054805C154945302 @default.
- W4367054805 hasConceptScore W4367054805C162324750 @default.
- W4367054805 hasConceptScore W4367054805C17744445 @default.
- W4367054805 hasConceptScore W4367054805C199539241 @default.
- W4367054805 hasConceptScore W4367054805C2776401178 @default.
- W4367054805 hasConceptScore W4367054805C2778300220 @default.
- W4367054805 hasConceptScore W4367054805C2779343474 @default.
- W4367054805 hasConceptScore W4367054805C41008148 @default.
- W4367054805 hasConceptScore W4367054805C41895202 @default.
- W4367054805 hasConceptScore W4367054805C50644808 @default.
- W4367054805 hasConceptScore W4367054805C552854447 @default.
- W4367054805 hasConceptScore W4367054805C86803240 @default.
- W4367054805 hasFunder F4320325626 @default.
- W4367054805 hasLocation W43670548051 @default.
- W4367054805 hasLocation W43670548052 @default.
- W4367054805 hasLocation W43670548053 @default.
- W4367054805 hasOpenAccess W4367054805 @default.
- W4367054805 hasPrimaryLocation W43670548051 @default.
- W4367054805 hasRelatedWork W2902723393 @default.
- W4367054805 hasRelatedWork W2961085424 @default.
- W4367054805 hasRelatedWork W3046775127 @default.
- W4367054805 hasRelatedWork W4281386417 @default.
- W4367054805 hasRelatedWork W4285260836 @default.
- W4367054805 hasRelatedWork W4286629047 @default.
- W4367054805 hasRelatedWork W4306321456 @default.
- W4367054805 hasRelatedWork W4306674287 @default.
- W4367054805 hasRelatedWork W4327831767 @default.
- W4367054805 hasRelatedWork W4224009465 @default.
- W4367054805 hasVolume "9" @default.
- W4367054805 isParatext "false" @default.
- W4367054805 isRetracted "false" @default.
- W4367054805 workType "article" @default.