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Research article

First published 2021-1

Unsupervised deep learning approach using a deep auto-encoder with a one-class support vector machine to detect damage

Zilong Wang, Young-Jin Cha

Structural Health Monitoring

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Research article

First published 2023-4

Supervised Classes,Unsupervised Mixing Proportions: Detection of Bots in a Likert-Type Questionnaire

Michael John Ilagan, Carl F. Falk

Educational and Psychological Measurement

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First published 2020-11

Bayesian anomaly detection and classification for noisy data

Ethan Roberts, Bruce A. Bassett, Michelle Lochner

International Journal of Hybrid Intelligent Systems

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Research article

First published 2023-7

Data-driven predictive maintenance framework for railway systems

Jorge Meira, Bruno Veloso, Verónica Bolón-Canedo [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2019-8

Diesel engine injection faults' detection and classification utilizing unsupervised fuzzy clustering techniques

Ezzeddine Ftoutou, Mnaouar Chouchane

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

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Research article

First published 2020-2

Feature learning for fault detection in high-dimensional condition monitoring signals

Gabriel Michau, Yang Hu, Thomas Palmé [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2024-10

Hybrid modal-machine learning damage identification approach for beam-like structures

Pei Yi Siow, Zhi Chao Ong, Shin Yee Khoo [...]

Journal of Vibration and Control

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Research article

First published 2000-1

Dependency-based feature selection for clustering symbolic data

Luis Talavera

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2021-4

Combining convolutional neural networks with unsupervised learning for acoustic monitoring of robotic manufacturing facilities

Jeffrey Bynum, David Lattanzi

Advances in Mechanical Engineering

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Research article

First published 2009-5

Novelty detection with application to data streams

Eduardo J. Spinosa, André Ponce de Leon F. de Carvalho, João Gama

Intelligent Data Analysis: An International Journal

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