Encoding candlesticks as images for pattern classification using convolutional neural networks
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DOI: 10.1186/s40854-020-00187-0
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References listed on IDEAS
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- Zhengmeng Xu & Yujie Wang & Xiaotong Feng & Yilin Wang & Yanli Li & Hai Lin, 2023. "Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return Predictions," Papers 2310.07427, arXiv.org, revised Dec 2023.
- Huang, Wenyang & Zhao, Jianyu & Wang, Xiaokang, 2024. "Model-driven multimodal LSTM-CNN for unbiased structural forecasting of European Union allowances open-high-low-close price," Energy Economics, Elsevier, vol. 132(C).
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Keywords
Convolutional Neural Networks (CNN); Gramian Angular Field (GAF); Candlestick; Patterns Classification; Time-Series; Financial Vision;All these keywords.
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