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Mehmet Çınar

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Open access Aug 2026

Short-Term Price Prediction in Cryptocurrency Ecosystems Using a Hybrid CNN–LSTM Model

The results indicate statistically significant short-term predictive relationships and pronounced co-movement patterns between major token movements and sub-token pricing behavior, particularly at higher-frequency intervals, suggesting that Ethereum and Solana provide informative signals related to ecosystem-wide liqui...

Mehmet Çınar, Muhammed Apak · 0 citations

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