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Research article

First published 2006-8

Anomaly Detection in Thermal Pulse Combustors Using Symbolic Time Series Analysis

S Gupta, A Ray, A Mukhopadhyay

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2021-03-02

G-CNN and double-referenced thresholding for detecting time series anomalies

Liping Li, Zean Tian, Kenli Li [...]

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

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Research article

First published 2023-04-03

Multivariate time-series anomaly detection via temporal convolutional and graph attention networks

Qiang He, Guanqun Wang, Hengyou Wang [...]

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

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Research article

First published 2023-06-01

ACAM-AD: Autocorrelation and attention mechanism-based anomaly detection in multivariate time series

Qiang He, Guanqun Wang, Lianzhi Huo [...]

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

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Research article

First published 2026

Spatiotemporal attention-based trend and residual decomposition model for multivariate time series anomaly detection

Zhenhua Yu, Jiazhen Li, Lihua Sun [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2021-7

Variance error of multi-classification based anomaly detection for time series data

Baoquan Wang, Tonghai Jiang, Xi Zhou [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2018-6-22

Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation

Jingyue Pang, Datong Liu, Yu Peng [...]

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

Open access

Research article

First published 2025-4

Anomaly detection and prediction evaluation for discrete nonlinear dynamical systems

Jan Michael Spoor, Jens Weber, Jivka Ovtcharova

Transactions of the Institute of Measurement and Control

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Research article

First published 2022-3

Anomaly repair-based approach to improve time series forecasting

Thuy Huynh Thi Thu, Anh Duong Tuan, Chau Vo Thi Ngoc

Intelligent Data Analysis: An International Journal

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Research article

First published 2022-10

Evaluation of Chinese freight train bearing condition based on spatiotemporal feature extraction

Jin Si, Hongmei Shi, Jinsong Yang

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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