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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, Lei Zhang, Zhengyi Bao, Sai Tang

published 04 Jun 2026

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

Pei Shi, Qixiang Lu, Jiahui Chen, Xiaoliu Lv, Lu Zhang, Liang Kuang, Jiadong Sun

published 04 Jun 2026

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

Guoqiang Sun, Yang Zhao, Jianglong Li, Junfu Cui, Xiaoyan Qi

published 03 Jun 2026

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Evolving graph attention networks for dynamic link prediction

Yucai Jiang, Rongying Shan, Gang Fu, Zhuolin Li, Jingjing Sun, Zhongyun Bao, Feifei Wei

published 01 Jun 2026

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

Xinhan Wang, Bowen Zhao

published 26 May 2026

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

Yu Fang, Yin Su, You Li

published 15 May 2026

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Traffic flow prediction via dynamic hypergraph learning

SiWei Wei, Yang Yang, ChunZhi Wang

published 28 Apr 2026

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

Karimeh Ibrahim Ata, Mohd Khair Hassan, Syed Abdul Rahman Al-Haddad, Thamer. Alquthami, Ribhan Zafira Abdul Rahman, Sameer Alani, Md Azizul Hoque

published 28 Apr 2026

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

Jinyoung Choi, Hankil Oh, Minkyu Ahn

published 23 Apr 2026

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

Emad Al-anbari, Hossein Karshenas, Bijan Shoushtarian

published 20 Apr 2026

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

Yunyan Ma, Zhenwu Ding, Shuang Wan, Hui Li, Yuan Xu

published 09 Apr 2026

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

Yixuan Li, Jing Dong, Ruoke Wang

published 02 Apr 2026

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DS-Mamba: Depthwise separable mamba for hyperspectral image classification

Lin Wei, Huihan Yang, Yuping Yin, Zhiyuan Qu, Haonan Zheng

published 12 Mar 2026

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