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Research article

First published 2023-12

An industrially viable wavelet long-short term memory-deep multilayer perceptron-based approach to tool condition monitoring considering operational variability

M Ugur Gudelek, Gokberk Serin, Ahmet Murat Ozbayoglu [...]

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

Open access

Research article

First published 2025-7

A convolutional neural network–long short-term memory (CNN–LSTM)–Attention model based on wavelet transform for predicting non-stationary wind pressure coefficients on the surface of terminal glass curtain wall

Yuxuan Bao, Cheng Pei, Yuhao Mou [...]

Science Progress

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Research article

First published 2021-10

A Wavelet-based hybrid multi-step Wind Speed Forecasting model using LSTM and SVR

Jaseena K U, Binsu C Kovoor

Wind Engineering

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Research article

First published 2022-2

Probabilistic principal component analysis and long short-term memory classifier for automatic detection of Alzheimer’s disease using MRI brain images

Suresha Halebeedu Subbaraya, Srirangapatna Sampathkumaran Parthasarathy

International Journal of Knowledge-Based and Intelligent Engineering Systems

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Research article

First published 2025-5

Detection of cardiovascular disease using deep learning-based attention-guided bi-LSTM with electrocardiogram signals

Poonkodi P, Manoj Chouhan, Micheal Swamy Carmel Sobia [...]

Intelligent Decision Technologies

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Research article

First published 2022-06-09

A deep dynamic neural network model and its application for ECG classification

Naidan Feng, Tsu-Yang Wu, Yongquan Liang

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

Open access

Research article

First published 2023

Power transformer oil temperature prediction based on empirical mode decomposition-bidirectional long short-term memory

Haomin Chen, Lingwen Meng, Yu Xi [...]

Journal of Algorithms & Computational Technology

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Research article

First published 2025-12

Study on wear state of ultrasonic-assisted grinding of glass-ceramics with diamond tools based on DBO-BiLSTM

Wenchao Zhang, Enming Cui

Journal of Vibration and Control

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Research article

First published 2026-2

Multi-step prediction for coal-rock drilling rate of penetration using IVMD-CNN-BiLSTM

Cong Zhang, Zhongbin Wang, Guofa Wang [...]

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

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Research article

First published 2025-1

An RFE-aided Transformer-SVM framework for multi-bolt connection loosening identification using wavelet entropy of vibro-acoustic modulation signals

Xiao-Xue Li, Dan Li, Wei-Xin Ren [...]

Advances in Structural Engineering

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