An information fusion model based on error-dependent high-order fuzzy cognitive maps and long short-term memory network for financial market prediction

Q: What type of study is this?

This is a Quantitative Study study.

Yameng Zhang; Yan Song; Guoliang Wei

doi:10.1142/s0219622026500045

September 12, 2025International Journal of Information Technology & Decision Making

An information fusion model based on error-dependent high-order fuzzy cognitive maps and long short-term memory network for financial market prediction

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Key Points

The model enhances financial market prediction by combining multiple data sources using advanced algorithms.
Error-dependent techniques improve the accuracy of fuzzy cognitive maps within the predictive framework.
Long short-term memory networks effectively capture temporal dependencies in financial data for better forecasting.
This approach may lead to more reliable investment strategies by leveraging complex data relationships.

Implication

An information fusion model combines high-order fuzzy cognitive maps and long short-term memory networks to improve financial market predictions.

Abstract

International Journal of Information Technology & Decision MakingAccepted Papers No AccessAn information fusion model based on error-dependent high-order fuzzy cognitive maps and long short-term memory network for financial market predictionYameng Zhang, Yan Song, and Guoliang WeiYameng Zhang, Yan Song Search for more papers by this author , and Guoliang Wei Search for more papers by this author https://doi.org/10.1142/S0219622026500045Cited by:0 (Source: Crossref) PreviousNext AboutSectionsPDF/EPUB ToolsAdd to favoritesDownload CitationsTrack CitationsRecommend to Library ShareShare onFacebookTwitterLinked InRedditEmail FiguresReferencesRelatedDetails Recommended Accepted Papers Metrics History Received 25 April 2023 Accepted 5 September 2025 PDF download

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Cite This Study

Zhang et al. (2025) studied this question.

synapsesocial.com/papers/68dc12cc8a7d58c25ebb0cdc https://doi.org/10.1142/s0219622026500045

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An information fusion model based on error-dependent high-order fuzzy cognitive maps and long short-term memory network for financial market prediction

Key Points

Implication

Abstract

Discussion

Cite This Study

An information fusion model based on error-dependent high-order fuzzy cognitive maps and long short-term memory network for financial market prediction

Key Points

Implication

Abstract

Discussion

Cite This Study

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