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Recurrent neural networks

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

DG-LSTM-SA model: A deep gated LSTM network with self-attention mechanism for power generation and load forecasting

Guoqiang Sun, Yang Zhao, [ ... ], Xiaoyan Qi

Evolving graph attention networks for dynamic link prediction

Yucai Jiang, Rongying Shan, [ ... ], Feifei Wei

MixNet: A scale-adaptive method for multivariate time series forecasting

Xinhan Wang, Bowen Zhao

Multivariate control based on recurrent wavelet neural network for wastewater treatment process

Yu Fang, Yin Su, You Li

Traffic flow prediction via dynamic hypergraph learning

SiWei Wei, Yang Yang, ChunZhi Wang

Integrated spatial-temporal feature alignment with graph convolutional and gated recurrent networks for traffic flow prediction

Karimeh Ibrahim Ata, Mohd Khair Hassan, [ ... ], Md Azizul Hoque

Neural network architectures and normalization techniques for automated sleep stage classification using rodent EEG and EMG signals

Jinyoung Choi, Hankil Oh, Minkyu Ahn

Normalizing flow based neural processes for Alzheimer’s disease progression prediction

Emad Al-anbari, Hossein Karshenas, Bijan Shoushtarian

Adaptive Feature Fusion Gate and Gated Channel-Spatial Attention in CNN-Transformer Models for Music Genre Classification

Yunyan Ma, Zhenwu Ding, [ ... ], Yuan Xu

TFP-Net: A temporal-feature-prototypical network for CRM optimization and cold-start mitigation

Yixuan Li, Jing Dong, Ruoke Wang

DS-Mamba: Depthwise separable mamba for hyperspectral image classification

Lin Wei, Huihan Yang, [ ... ], Haonan Zheng

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