StarRTT predicts Starlink RTT in real time without ID blind zones
RT-LSTM reports 1.405 ms mean absolute error, cutting error versus LSTM, StarNet, and ASTM.
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Stories tagged #lstm
WADE flags anomalous WebAssembly behavior with per-app LSTM models
On 67 Wasm apps and ten vulnerability classes, the authors report zero false negatives and a 0.42% false positive rate.
Fast-varying Natural Frequencies and Damping Ratio Identification for Linear Time-Varying System
Physics-enhanced LSTM-EKF method identifies fast-varying natural frequencies and damping ratios in offshore wind turbines with 0.0012 Hz RMSE.
A Hybrid LSTM-XGBoost Framework for Multi-Horizon Stock Return Prediction Across Diversified Equity Portfolios
Hybrid LSTM-XGBoost model predicts multi-horizon returns for 14 US equities, cutting 30-day RMSE to about one-third of a standalone LSTM baseline.