Transformer model.

<div><p>An accurate prediction of carbon pricing is essential in carbon emission management, and also provides an important role for governments to formulate corresponding policies. However, due to the inherent complexity and dynamics of carbon price sequence, the effectiveness of differ...

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Bibliographic Details
Main Author:	Hairong Zheng (291979) (author)
Other Authors:	Sikai Zhuang (21493597) (author), Tingting Zhang (264633) (author)
Published:	2025
Subjects:	Biotechnology Science Policy Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified use hampel identifer predictive input variables formulate corresponding policies extreme gradient boosting predicting carbon price carbon price remains carbon emission management variational modal decomposition secondary decomposition technology different decomposition algorithms screen key factors existing studies lack carbon price sequence transformer </ p combined transformer algorithm carbon pricing quadratic decomposition decomposition algorithm original sequence external factors transformer model xlink "> systematic framework stronger capability step prediction proposed model prediction model permutation entropy paper presents organic integration inherent complexity important role forward multi feature processing existing research decomposed component also provides accurate prediction
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Transformer model.

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