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Research article

First published 2021-09

Demand Forecasting with Supply‐Chain Information and Machine Learning: Evidence in the Pharmaceutical Industry

Xiaodan Zhu, Anh Ninh, Hui Zhao [...]

Production and Operations Management

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Research article

First published 2024-04-18

Few-shot time series forecasting in a meta-learning framework

Ping Ma, Zhengwei Ni

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2022-06-01

Meta-learning for few-shot time series forecasting

Feng Xiao, Lu Liu, Jiayu Han [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-9

Effect of Machine Learning Cross-validation Algorithms Considering Human Participants and Time-series: Application on Biometric Data Obtained from a Virtual Reality Experiment

Ricardo Palma Fraga, Ziho Kang, Clare M. Axthelm

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2025-5

Time series prediction of college student satisfaction based on BiLSTM in big data scenarios

Zhen Yan, Yuanhua Wang, Taotao Chen

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026

Time-series models for predicting dump truck travel time in an underground mine: A case study in Peru

Wilder A. Caballero-Villegas, Jairo J. Marquina-Araujo, Marco A. Cotrina-Teatino

Mining Technology: Transactions of the Institutions of Mining and Metallurgy

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Research article

First published 2023-07-02

A new regularized and robust LSTM learning algorithm for industrial soft sensors

Lei Zhao, Junmei Guo, Kai Sun

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2005-1

A nonlinear adaptive fuzzy approximator technique with its application to prediction of non-stationary EEG dynamics and estimation of single-sweep evoked potentials

Jian-Hua Zhang, Johann F. Böhme, Yan-Jun Zeng

Technology and Health Care

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Research article

First published 1999-2

NOx and CO Prediction in Fossil Fuel Plants by Time Delay Neural Networks 1

Tülay Adali, Bora Bakal, M. Kemal Sönmez [...]

Integrated Computer-Aided Engineering

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Research article

First published 2025-11

Chaotic dynamic feature enhancement and adaptive integrated learning framework for bearing fault diagnosis under unbalanced small sample conditions

Zhixing Li, Shilin Liu, Yanxue Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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