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Klaytn Price Prediction Model by Alif Nugraha is a document available to read on EtoBox.
What is Klaytn Price Prediction Model about?
The document presents a novel deep learning framework for predicting Bitcoin prices using on-chain data, addressing the challenges of cryptocurrency volatility and non-stationarity. The proposed model, SAM-LSTM, employs change point detection to segment time-series data and utilizes multiple LSTM modules with self-attention mechanisms for improved prediction accuracy. Experiments demonstrate the effectiveness of the framework, achieving promising performance metrics in real-world BTC price predictions.
- Author
- Alif Nugraha
- Language
- EN