Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS ONE |
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11731719/?tool=EBI |
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| _version_ | 1841533162140729344 |
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| author | Xiaohua Zeng Changzhou Liang Qian Yang Fei Wang Jieping Cai |
| author_facet | Xiaohua Zeng Changzhou Liang Qian Yang Fei Wang Jieping Cai |
| author_sort | Xiaohua Zeng |
| collection | DOAJ |
| format | Article |
| id | doaj-art-60e9e3af241742d58711aefedd2f5e9f |
| institution | Kabale University |
| issn | 1932-6203 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-60e9e3af241742d58711aefedd2f5e9f2025-01-17T05:31:46ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01201Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracyXiaohua ZengChangzhou LiangQian YangFei WangJieping Caihttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11731719/?tool=EBI |
| spellingShingle | Xiaohua Zeng Changzhou Liang Qian Yang Fei Wang Jieping Cai Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy PLoS ONE |
| title | Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy |
| title_full | Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy |
| title_fullStr | Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy |
| title_full_unstemmed | Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy |
| title_short | Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy |
| title_sort | enhancing stock index prediction a hybrid lstm pso model for improved forecasting accuracy |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11731719/?tool=EBI |
| work_keys_str_mv | AT xiaohuazeng enhancingstockindexpredictionahybridlstmpsomodelforimprovedforecastingaccuracy AT changzhouliang enhancingstockindexpredictionahybridlstmpsomodelforimprovedforecastingaccuracy AT qianyang enhancingstockindexpredictionahybridlstmpsomodelforimprovedforecastingaccuracy AT feiwang enhancingstockindexpredictionahybridlstmpsomodelforimprovedforecastingaccuracy AT jiepingcai enhancingstockindexpredictionahybridlstmpsomodelforimprovedforecastingaccuracy |