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Short term memory

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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Deep learning for deep learning performance: How much data is needed for segmentation in biomedical imaging?

Junhyeok Lee, Hyungjin Chung, Minseok Suh, Jeong-Hoon Lee, Kyu Sung Choi

published 31 Dec 2025

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Decoding brand sentiments: Leveraging customer reviews for insightful brand perception analysis using natural language processing and Tableau

Jacqueline Jia Hsin Hu, Fahad Ahmad, Mohamed Bader-El-Den

published 04 Dec 2025

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The role of brand commitment and external information in urban consumers’ organic produce choices: Evidence from Japan and China

Runan Yang, Hironori Yagi, Katsuhito Fuyuki

published 21 Nov 2025

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Utilizing big data and artificial intelligence to improve the cross-border trade english education

Yifan Pang, Qianyu Ma

published 05 Nov 2025

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Multiview state-of-health estimation for lithium-ion batteries using time–frequency image fusion and attention-based deep learning

Peijian Jin, Shuo Yang, Xinwan Xu, Chaoqun Li, Shihao Guo, Wei Yan, Hui Miao, Shimei Sun

published 03 Nov 2025

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BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanism

Saeed Ahmed, Nalini Schaduangrat, Pramote Chumnanpuen, S. M. Hasan Mahmud, Kah Ong Michael Goh, Watshara Shoombuatong

published 08 Oct 2025

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Short-term passenger flow prediction for urban rail systems: A deep learning approach utilizing multi-source big data

Hongmeng Cui, Bingfeng Si, Dazhuang Chi, Yueqing Li, Ge Li, Yuanmeng Chen

published 06 Oct 2025

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DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

Andong Chen, Mingtao Wu, Cheng Chen, Chen Chen, Yong Huang, Xiaoyi Lv

published 03 Oct 2025

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Measurement model of credit risk for unlisted agricultural enterprises

Kaihao Liang, Yuqiu Chen, Tinghong Guo, Tieshan He

published 25 Sep 2025

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E-commerce recommender system design based on web information extraction and sentiment analysis

Jinfeng Feng

published 23 Sep 2025

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