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Short term memory

An approach of state-of-charge prediction for lithium-ion batteries using hybrid Pyraformer-LSTM learning network

Xianbin Wang, Liping Zhang, Qihua Fan, Yiyin Hu, Jian Zhang, Huimin Chen

published 24 Jul 2026

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Hybrid 1D CNN-BiLSTM with focal loss for robust intrusion detection in in-vehicle CAN networks

A. Malini, Gerardine Immaculate Mary

published 17 Jul 2026

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Efficient and lightweight long-range modeling for 3d point cloud classification and segmentation

Dongzhen Liu, Yuzhong Deng, Jianxiao Zou, Shicai Fan

published 16 Jul 2026

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UAMP: Consistent video object segmentation with uncertainty-aware memory propagation

Yichuang Luo, Fang Wang, Xiaohu Liu

published 07 Jul 2026

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Optimized feature selection and zero-parameter channel attention BiLSTM for RPL-attack classification in IoT networks

Sudha Rani Unnam, Kareemulla Shaik

published 18 Jun 2026

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A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection

Debiao Luo, Weijie Wang, Xinyue Liu, Wen Yang, Ke Hu, Jia Zhang

published 17 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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IGNN: An improved graph neufral network with integrated attention and pre-message-passing for few-shot image classification

Jianxiong Chen, Bingwei Fu, Lin Zou

published 28 Apr 2026

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A load forecasting method based on edge graph attention network

Mengze Gu, Xueping Li, Yao Cai

published 23 Apr 2026

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LightTrack-ReID: A lightweight and occlusion-robust framework for multi-object tracking

Said Baz Jahfar Khan, Peng Zhang, Mian Muhammad Kamal, Abdul Khader Jilani Saudagar

published 25 Mar 2026

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Forecasting crude oil futures price with energy uncertainty: Evidence from machine learning methods

Xiaolu Wei

published 05 Feb 2026

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KALFormer: Knowledge-augmented attention learning for long-term time series forecasting with transformer

Xing Dong, Qianwei Yang, Wenbo Cheng, Yun Zhang

published 05 Jan 2026

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Intelligence prediction of integrated circuit reliability based on SSA-LSTM fusion architecture

Ying Qian, Bing Liu, Beibei Su, Chunyan Zhang

published 31 Dec 2025

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