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Recurrent neural networks

Summer seasonal precipitation prediction in the middle and lower reaches of the Yangtze River using neural network approaches

Xiran Ren, Lingya Li

Transformer-aided guard: A hybrid spatio-temporal framework for confidence-aware intrusion detection in cyber-physical systems

Abeer Aljohani

A temperature-adaptive logit-standardized knowledge distillation for lightweight network intrusion detection

XiaoFang Dong, Kai Yang, JingChao Liu, Wen Chen

Long-term electricity load forecasting model based on multi-period and multi-scale analysis

Xiaolin Zhang, Zhi Liu, Chunyang Wang, Zhen Qian

A cascaded U-nets model based on hybrid attention for video anomaly detection

Suyuan Li, Nan Jiang, [ ... ], Fuyao Wang

FDMSNet: A frequency-decomposed multi-scale hybrid framework for renewable energy power forecasting

Miao Xiao, Hongli Jiang, Nan He, Xiaobing Zhang

Speech enhancement method integrating squeeze and excitation channel attention mechanism and improved CGAN

Yecai Guo, Meiyu Liang, Tianyue Jiang

A context-aware temporal modeling through unified multi-scale temporal encoding and hierarchical sequence learning for single-channel EEG sleep staging

Amir Ali Vakili, Salar Jahanshiri, Armin Salimi-Badr

ACO-Enhanced DCNN-BiLSTM framework for intrusion detection in smart Consumer Electronics network

Jisi Chandroth, Gabriel Stoian, D.Jude Hemanth

A non-local multi-head spatiotemporal attention LSTM for vehicle trajectory prediction

Sidra Rashid, Muazzam A. Khan, [ ... ], Toqeer Ali Syed

Video summarization based on multi-scale feature fusion

Jing Bao, Shipeng Xu, Jing Zhang

Estimation of battery SOC using a combined approach of temporal convolutional networks and Unscented Kalman Filter

Huipin Lin, Xiaoying Chen, [ ... ], Sai Tang

AMGST: Adaptive multi-graph convolution and spatiotemporal attention network for traffic forecasting

Pei Shi, Qixiang Lu, [ ... ], Jiadong Sun

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