Zitong Zhou

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 31

Top Topics

Class Imbalance

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

Knowl. Based Syst.

Sci. China Inf. Sci.

Publications

Wenqing Wan, Jinglong Chen, Zitong Zhou, Zhen Shi
Self-Supervised Simple Siamese Framework for Fault Diagnosis of Rotating Machinery With Unlabeled Samples. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Zitong Zhou, Zhiqiang Cao, Shaohua Yan, Xiaolong Wang, Libo Xie, Shiyang Lu, Dapeng Zhu, Qunwen Leng, Weisheng Zhao
A high precision two-axis GMR angular sensor manufactured by post-annealing. Sci. China Inf. Sci. 67 (6) (2024)
Weibin Chen, Shaohua Yan, Zhiqiang Cao, Shiyang Lu, Xiaonan Zhao, Runrun Hao, Zitong Zhou, Zhi Li, Kun Zhang, Shishen Yan, Qunwen Leng
Magnetic coupling governed pinning directions in magnetic tunnel junctions under magnetic field annealing with zero magnetic field cooling. Sci. China Inf. Sci. 66 (4) (2023)
Yong Feng, Jinglong Chen, Shuilong He, Tongyang Pan, Zitong Zhou
Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Zitong Zhou, Zixin Huang, Sasa Misailovic
AquaSense: Automated Sensitivity Analysis of Probabilistic Programs via Quantized Inference. ATVA (2023)
Zipeng Li, Zitong Zhou, Xiaoyi Zhou
A Sensor-Based Modified FMD Method to Identify Fault Feature for Mechanical Fault Diagnosis of Ship-Borne Antennae. IEEE Access 11 (2023)
Haixin Lv, Jinglong Chen, Shuilong He, Zitong Zhou
A Position-Free Signal Transformer via Multiband Inner Relationship Extraction for Understanding Information Flow of Machinery Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Tianci Zhang, Jinglong Chen, Shuilong He, Zitong Zhou
Prior Knowledge-Augmented Self-Supervised Feature Learning for Few-Shot Intelligent Fault Diagnosis of Machines. IEEE Trans. Ind. Electron. 69 (10) (2022)
Kaiyu Zhang, Qiang Chen, Jinglong Chen, Shuilong He, Fudong Li, Zitong Zhou
A multi-module generative adversarial network augmented with adaptive decoupling strategy for intelligent fault diagnosis of machines with small sample. Knowl. Based Syst. 239 (2022)
Xuan Liu, Jinglong Chen, Kaiyu Zhang, Shen Liu, Shuilong He, Zitong Zhou
Cross-domain intelligent bearing fault diagnosis under class imbalanced samples via transfer residual network augmented with explicit weight self-assignment strategy based on meta data. Knowl. Based Syst. 251 (2022)
Rujie Hou, Jinglong Chen, Shuilong He, Fudong Li, Zitong Zhou
Prototype augmented network with metric-mixed under limited samples for mechanical intelligent fault recognition. Appl. Soft Comput. 130 (2022)
Yuanhong Chang, Jinglong Chen, Wenyang Wu, Tongyang Pan, Zitong Zhou, Shuilong He
Intelligent Fault Quantitative Identification for Industrial Internet of Things (IIoT) via a Novel Deep Dual Reinforcement Learning Model Accompanied With Insufficient Samples. IEEE Internet Things J. 9 (20) (2022)
Tianci Zhang, Shuilong He, Jinglong Chen, Tongyang Pan, Zitong Zhou
Toward Small Sample Challenge in Intelligent Fault Diagnosis: Attention-Weighted Multidepth Feature Fusion Net With Signals Augmentation. IEEE Trans. Instrum. Meas. 71 (2022)
Yuanhong Chang, Jinglong Chen, Qiang Chen, Shen Liu, Zitong Zhou
CFs-focused intelligent diagnosis scheme via alternative kernels networks with soft squeeze-and-excitation attention for fast-precise fault detection under slow & sharp speed variations. Knowl. Based Syst. 239 (2022)
Fudong Li, Jinglong Chen, Shuilong He, Zitong Zhou
Layer Regeneration Network With Parameter Transfer and Knowledge Distillation for Intelligent Fault Diagnosis of Bearing Using Class Unbalanced Sample. IEEE Trans. Instrum. Meas. 70 (2021)
Jingsong Xie, Zhaoyang Li, Zitong Zhou, Scarlett Liu
A Novel Bearing Fault Classification Method Based on XGBoost: The Fusion of Deep Learning-Based Features and Empirical Features. IEEE Trans. Instrum. Meas. 70 (2021)
Zitong Zhou, Nicholas Zabaras, Daniel M. Tartakovsky
Deep Learning for Simultaneous Inference of Hydraulic and Transport Properties. CoRR (2021)
Shen Liu, Jinglong Chen, Shuilong He, Enyong Xu, Haixin Lv, Zitong Zhou
Intelligent fault diagnosis under small sample size conditions via Bidirectional InfoMax GAN with unsupervised representation learning. Knowl. Based Syst. 232 (2021)
Zhen Shi, Jinglong Chen, Yanyang Zi, Zitong Zhou
A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation. IEEE Trans. Instrum. Meas. 70 (2021)
Yong Feng, Jinglong Chen, Zhuozheng Yang, Xiaogang Song, Yuanhong Chang, Shuilong He, Enyong Xu, Zitong Zhou
Similarity-based meta-learning network with adversarial domain adaptation for cross-domain fault identification. Knowl. Based Syst. 217 (2021)
Tongyang Pan, Jinglong Chen, Jingsong Xie, Zitong Zhou, Shuilong He
Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance. IEEE Trans. Ind. Informatics 17 (9) (2021)
Tongyang Pan, Jinglong Chen, Jun Pan, Zitong Zhou
A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Haixin Lv, Jinglong Chen, Tongyang Pan, Zitong Zhou
Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis. Appl. Soft Comput. 95 (2020)
Zitong Zhou, Daniel M. Tartakovsky
Markov Chain Monte Carlo with Neural Network Surrogates: Application to Contaminant Source Identification. CoRR (2020)
Zitong Zhou
The Application of Machine Learning in Activity Recognition with Healthy Older People Using a Batteryless Wearable Sensor. ICAAI (2020)
Tianci Zhang, Jinglong Chen, Tongyang Pan, Zitong Zhou
Towards Intelligent Fault Diagnosis under Small Sample Condition via A Signals Augmented Semi-supervised Learning Framework. INDIN (2020)
Tongyang Pan, Jinglong Chen, Zitong Zhou, Changlei Wang, Shuilong He
A Novel Deep Learning Network via Multiscale Inner Product With Locally Connected Feature Extraction for Intelligent Fault Detection. IEEE Trans. Ind. Informatics 15 (9) (2019)
Jinglong Chen, Tongyang Pan, Zitong Zhou, Shuilong He
An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems. INDIN (2019)
Jun Pan, Yanyang Zi, Jinglong Chen, Zitong Zhou, Biao Wang
LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification. IEEE Trans. Ind. Electron. 65 (6) (2018)
Chengyu Ma, Binghe Ma, Jinjun Deng, Weizheng Yuan, Zitong Zhou, Han Zhang
A High-Temperature MEMS Surface Fence for Wall-Shear-Stress Measurement in Scramjet Flow. Sensors 17 (10) (2017)
Zitong Zhou, Jinglong Chen, Yanyang Zi, Xunzhang Chen
Multi-domain description method for bearing fault recognition in varying speed condition. IECON (2016)