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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

L. Abdul-Rahaim

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Open access Aug 2026

STFT-Based Multiclass Heart Sound Classification Using BiLSTM and CNN-BiLSTM Models

The results show that CNN-BiLSTM provides higher and more stable classification performance for five-class PCG classification, while BiLSTM remains a simpler alternative for lightweight implementation.

N. S., E. Hussein, L. Abdul-Rahaim · 0 citations

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