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Research article

First published 2025

A semi-supervised contrastive learning framework based on current signals for non-intrusive load monitoring

Yinghua Han, Yuan Li, Ruibo Zhang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

A Self-Supervised Contrastive Learning Approach for Detecting Deepfakes in Medical CT Scans

Pradeepan Pankiraj, Gladston Raj, Juby George [...]

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

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Research article

First published 2021-12

Wheel fault diagnosis model based on multichannel attention and supervised contrastive learning

Yanxiang Chen, Zuxing Zhao, Euiyoul Kim [...]

Advances in Mechanical Engineering

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Research article

First published 2025-4

Dilated dynamic supervised contrastive learning framework for fault diagnosis under imbalanced dataset conditions

Rui Yang, Shi Jia, Houliang Wang [...]

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

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Research article

First published 2025

Self-Supervised Intelligent Autoencoder with Multi-Scale Convolutional Contrastive Learning for Multivariate Anomaly Detection

Jing Lu, Yali Fang, Songhan Fan [...]

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

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Research article

First published 2026

A credible granular feature contrastive learning network for fault diagnosis with semi-supervised domain generalization

Mengyu Liu, Zhe Cheng, Yu Yang [...]

Structural Health Monitoring

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Research article

First published 2025-1

Semi-supervised contrastive learning with decomposition-based data augmentation for time series classification

Dokyun Kim, Sukhyun Cho, Heewoong Chae [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-2

Weakly Supervised Temporal Action Localization With Contrastive Learning-Based Action Salience Network

Sun Jingtao, Shi Weipeng, Hao Shaoyang [...]

The European Journal on Artificial Intelligence

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Research article

First published 2025

Imbalanced multidomain generalization fault diagnosis based on prototype-guided supervised contrastive learning with dynamic temperature modulation

Chuanxia Jian, Yonghe Peng, Guopeng Mo [...]

Structural Health Monitoring

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Research article

First published 2025-02-18

Collaborative graph contrastive learning for recommendation

Tao Wei, Changchun Yang, Yanqi Zheng [...]

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

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