Citation notice #10278 · 2026-08-16 06:31:03.310463+00:00

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Retraction Crossref Open

cites Advanced Machine Learning for Financial Markets: A PCA-GRU-LSTM Approach, which carries a retraction notice dated 2025-11-26. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

This is not a judgment on the citing paper.

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01Evidence

Raw extraction · bibliography line · bibliography index 55

B. Liu, M. Lai, “Advanced Machine Learning for Financial Markets: A PCA-GRU-LSTM Approach ”. J . Knowl Econ (2024). https://doi.org/10.1007/s13132-024-02108-3

02Event

Type: Retraction
Source: Crossref
Original DOI: 10.1007/s13132-024-02108-3
Notice DOI: 10.1007/s13132-025-02994-1
Date: 2025-11-26
Title: Retraction Note: Advanced Machine Learning for Financial Markets: A PCA-GRU-LSTM Approach
Reasons: ['Retraction']
Work: Advanced Machine Learning for Financial Markets: A PCA-GRU-LSTM Approach (2024)

Schema constants (for re-runners): retraction · crossref

03Dispute this notice

If this citation does not depend on the flagged claim, or the event is wrong, say so. Disputes are public. For a signed challenge against the paper itself, use the formal challenge form.