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Ruonan Liu
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 25
Top Topics
Neural Network
Industrial Process
Fault Diagnosis
Affinity Propagation
Top Venues
IEEE Trans. Ind. Informatics
IEEE Trans. Instrum. Meas.
IEEE Trans. Neural Networks Learn. Syst.
ISIE
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Publications
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Hao Wang
,
Ruonan Liu
,
Steven X. Ding
,
Qinghua Hu
,
Zengxiang Li
,
Hongkuan Zhou
Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes.
IEEE Trans. Ind. Informatics
20 (2) (2024)
Ruonan Liu
,
Quanhu Zhang
,
Te Han
Survey on Foundation Models for Prognostics and Health Management in Industrial Cyber-Physical Systems.
CoRR
(2023)
Yu Wang
,
Ruonan Liu
,
Di Lin
,
Dongyue Chen
,
Ping Li
,
Qinghua Hu
,
C. L. Philip Chen
Coarse-to-Fine: Progressive Knowledge Transfer-Based Multitask Convolutional Neural Network for Intelligent Large-Scale Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
34 (2) (2023)
Ruonan Liu
,
Yizhong Xin
Online Handwritten Signature Verification Method Based on Uni-Feature Correlation Coefficient between Signatures.
Sensors
23 (23) (2023)
Dongyue Chen
,
Ruonan Liu
,
Qinghua Hu
,
Steven X. Ding
Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes.
IEEE Trans. Neural Networks Learn. Syst.
34 (9) (2023)
Jianghai Chen
,
Boyuan Yang
,
Ruonan Liu
Self-supervised Contrastive Learning Approach for Bearing Fault Diagnosis with Rare Labeled Data.
ISIE
(2022)
Di Lin
,
Xin Wang
,
Jia Shen
,
Renjie Zhang
,
Ruonan Liu
,
Miaohui Wang
,
Wuyuan Xie
,
Qing Guo
,
Ping Li
Generative Status Estimation and Information Decoupling for Image Rain Removal.
NeurIPS
(2022)
Zhenyu Deng
,
Te Han
,
Ruonan Liu
,
Fengyao Zhi
A fault diagnosis method in industrial processes with integrated feature space and optimized random forest.
ISIE
(2022)
Yidan Hu
,
Ruonan Liu
,
Xianling Li
,
Dongyue Chen
,
Qinghua Hu
Task-Sequencing Meta Learning for Intelligent Few-Shot Fault Diagnosis With Limited Data.
IEEE Trans. Ind. Informatics
18 (6) (2022)
Hao Chen
,
Ruonan Liu
,
Zongxia Xie
,
Qinghua Hu
,
Jianhua Dai
,
Junhai Zhai
Majorities help minorities: Hierarchical structure guided transfer learning for few-shot fault recognition.
Pattern Recognit.
123 (2022)
Ruonan Liu
,
Run Xu
Hermite-Hadamard type inequalities for harmonical $ (h1, h2)- $convex interval-valued functions.
Math. Found. Comput.
4 (2) (2021)
Yan Yan
,
Yonghui Zhang
,
Jian Zhang
,
Ruonan Liu
Target detection algorithm based on CNN and its FPGA implementation.
ICIAI
(2021)
Fei Wang
,
Ruonan Liu
,
Qinghua Hu
,
Xuefeng Chen
Cascade Convolutional Neural Network With Progressive Optimization for Motor Fault Diagnosis Under Nonstationary Conditions.
IEEE Trans. Ind. Informatics
17 (4) (2021)
Yu-Xuan Fu
,
Yanmei Kang
,
Ruonan Liu
Novel Bearing Fault Diagnosis Algorithm Based on the Method of Moments for Stochastic Resonant Systems.
IEEE Trans. Instrum. Meas.
70 (2021)
Yizhong Xin
,
Ruonan Liu
,
Yan Li
Strategy for Improving Target Selection Accuracy in Indirect Touch Input.
IEICE Trans. Inf. Syst.
(7) (2020)
Ruonan Liu
,
Fei Wang
,
Boyuan Yang
,
Si-Zhao Joe Qin
Multiscale Kernel Based Residual Convolutional Neural Network for Motor Fault Diagnosis Under Nonstationary Conditions.
IEEE Trans. Ind. Informatics
16 (6) (2020)
Ruonan Liu
,
Boyuan Yang
,
Alexander G. Hauptmann
Simultaneous Bearing Fault Recognition and Remaining Useful Life Prediction Using Joint-Loss Convolutional Neural Network.
IEEE Trans. Ind. Informatics
16 (1) (2020)
Ruonan Liu
,
Yanmei Kang
,
Yu-Xuan Fu
,
Guanrong Chen
Stochastic Resonance and Bifurcation of Order Parameter in a Coupled System of Underdamped Duffing Oscillators.
Int. J. Bifurc. Chaos
29 (8) (2019)
Lin Sun
,
Ruonan Liu
,
Jiucheng Xu
,
Shiguang Zhang
An Adaptive Density Peaks Clustering Method With Fisher Linear Discriminant.
IEEE Access
7 (2019)
Boyuan Yang
,
Ruonan Liu
,
Enrico Zio
Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture.
IEEE Trans. Ind. Electron.
66 (12) (2019)
Boyuan Yang
,
Ruonan Liu
,
Xuefeng Chen
Sparse Time-Frequency Representation for Incipient Fault Diagnosis of Wind Turbine Drive Train.
IEEE Trans. Instrum. Meas.
67 (11) (2018)
Lin Sun
,
Ruonan Liu
,
Jiucheng Xu
,
Shiguang Zhang
,
Yun Tian
An Affinity Propagation Clustering Method Using Hybrid Kernel Function With LLE.
IEEE Access
6 (2018)
Ruonan Liu
,
Guotao Meng
,
Boyuan Yang
,
Chuang Sun
,
Xuefeng Chen
Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine.
IEEE Trans. Ind. Informatics
13 (3) (2017)
Boyuan Yang
,
Ruonan Liu
,
Xuefeng Chen
Fault Diagnosis for a Wind Turbine Generator Bearing via Sparse Representation and Shift-Invariant K-SVD.
IEEE Trans. Ind. Informatics
13 (3) (2017)
Yanjie Guo
,
Xuefeng Chen
,
Shibin Wang
,
Xiang Li
,
Ruonan Liu
Fault diagnosis of wind turbine using local mean decomposition and synchrosqueezing transforms.
I2MTC
(2016)