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多算法模型集成论文



多算法模型集成论文



1. Time Series Prediction Based on LSTM-Attention-LSTM Model

2. Attention-LSTM based prediction model for aircraft 4-D trajectory
3. ULDNA: integrating unsupervised multi-source language models with LSTM-attention network for high-accuracy protein–DNA binding site prediction
4. Mashine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model
5. Stock Price Prediction Using CNN-BiLSTM-Attention Model
6. A Model for EEG-Based Emotion Recognition: CNN-Bi-LSTM with Attention Mechanism
7. MALS-Net: A Multi-Head Attention-Based LSTM Sequence-to-Sequence Network for Socio-Temporal Interaction Modelling and Trajectory Prediction



Leveraging LSTM and GAN for Modern Malware Detection

ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN

Multi-load short-term prediction of an integrated energy system based on GAN-LSTM


Parameter prediction of coiled tubing drilling based on GAN–LSTM


Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective

ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting


TFDNet: Time-Frequency Enhanced DecomposedNetwork for Long-term Time Series Forecasting


A Joint Time-frequency Domain Transformer for Multivariate Time Series Forecasting




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