People


Ke Feng

Ke Feng
Institution: 
■ Inria
Office: 
4C14
Groups: 
Former post-doc

Articles

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Spatial Network Calculus: Toward Deterministic Wireless Networking,
Yi Zhong, Xiaohang Zhou, Ke Feng,
CoRR 2025
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Poisson Hail on a Wireless Ground,
François Baccelli ■, Ke Feng, Sergey Foss,
CoRR 2025
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Spatial Disease Propagation With Hubs,
Ke Feng, Martin Haenggi,
CoRR 2025
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Methodology Metadata-driven Knowledge Production Charac-teristics Identification by Knowledge Retrieval and Mining,
Hao Xu, Linlin Ge, Yan Zhang, Zhenqiang Jin, Mulan Wang, Ke Feng ■, Zhenyuan Kang,
DSIT 2024
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Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments,
Mixue Xie, Shuang Li, Binhui Xie, Chi Harold Liu, Jian Liang, Zixun Sun, Ke Feng ■, Chengwei Zhu,
NeurIPS 2024
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Service Guarantee in Multi-Priority Traffic: A Spatial Network Calculus Perspective,
Xiaohang Zhou, Yi Zhong, Ke Feng ■, Donglin Jia,
WiOpt 2024
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GraphDAC: A Graph-Analytic Approach to Dynamic Airspace Configuration,
Ke Feng ■, Dahai Liu, Yongxin Liu, Hong Liu, Houbing Song,
IRI 2023
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Performance Analysis of RIS-assisted MIMO-OFDM Cellular Networks Based on Matern Cluster Processes,
Guodong Sun ■, François Baccelli ■, Ke Feng ■, Luis Guilherme Uzeda Garcia, Stefano Paris ■,
CoRR 2023
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Personalized User Profiles-based Insider Threat Detection for Distributed File System,
Wu Xin, Qingni Shen, Ke Feng ■, Yutang Xia, Zhonghai Wu, Zhenghao Lin,
TrustCom 2022
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Methodology-Driven Characteristics of Scientific Research Collaboration Networks in the Field of Economic Management: Mining and Analysis Based on Big Data,
Hao Xu, Shihui Chen, Mengxue Yi, Ke Feng ■, Xi Ding, Yilin Liu, Yiyang Chen,
ICBDS 2021
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FMSM: A Fuzzy Multi-keyword Search Scheme for Encrypted Cloud Data based on Multi-chain Network,
Heng He, Chengyu Liu, Xiaohu Zhou, Ke Feng ■,
ICPP Workshops 2021
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A Deep Reinforcement Learning-Based Approach to the Scheduling of Multiple Workflows on Non-dedicated Edge Servers,
Yongqiang Gao, Ke Feng ■,
PDCAT 2021

Journal articles

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Composite Neuro-Fuzzy System-Guided Cross-Modal Zero-Sample Diagnostic Framework Using Multisource Heterogeneous Noncontact Sensing Data,
Sheng Li, Jinchen Ji, Ke Feng, Ke Zhang, Qing Ni, Yadong Xu,
IEEE Trans. Fuzzy Syst. 2025
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Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditions,
Zihao Lei, Feiyu Tian, Yu Su, Guangrui Wen, Ke Feng, Xuefeng Chen, Michael Beer, Chunsheng Yang,
Reliab. Eng. Syst. Saf. 2025
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Wavelet Scattering Transformer: A Robust Rail Corrugation Detection Method Under Varying Speed Condition Based on Multiscale Time-Frequency Feature Representation,
Wentao Mao, Na Wang, Linlin Kou, Ke Feng,
IEEE Trans. Instrum. Meas. 2025
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Condition-Adaptive Permutation Entropy: A Novel Dynamic Complexity-Based Health Indicator for Bearing Health Monitoring,
Chenyang Ma, Ke Feng, Xianzhi Wang, Zhiqiang Cai, Yongbo Li,
IEEE Trans. Reliab. 2025
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Conventional and advanced exergy-exergoeconomic-exergoenvironmental analyses of an organic Rankine cycle integrated with solar and biomass energy sources,
Xinrui Qi, Chunsheng Yang, Mingyang Huang, Zhenjun Ma, Anna Hnydiuk-Stefan, Ke Feng ■, Patrick Siarry, Grzegorz Królczyk, Z. Li,
Energy 2024
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Spatial Network Calculus and Performance Guarantees in Wireless Networks,
Ke Feng ■, François Baccelli ■,
IEEE Transactions on Wireless Communications 2024
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Cross-modal zero-sample diagnosis framework utilizing non-contact sensing data fusion,
Sheng Li, Ke Feng ■, Yadong Xu, Yongbo Li, Qing Ni, Ke Zhang, Yulin Wang, Weiping Ding,
Inf. Fusion 2024
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Digital twin-assisted interpretable transfer learning: A novel wavelet-based framework for intelligent fault diagnostics from simulated domain to real industrial domain,
Sheng Li, Qiubo Jiang, Yadong Xu, Ke Feng ■, Zhiheng Zhao, Beibei Sun, George Huang,
Adv. Eng. Informatics 2024
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DiffDD: A surface defect detection framework with diffusion probabilistic model,
Xin Zhou, Yongchao Zhang, Zhaohui Ren, Tianchuan Mi, Ke Feng ■, Shihua Zhou, Zeyu Jiang,
Adv. Eng. Informatics 2024
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SLIVER: Unveiling large scale gene regulatory networks of single-cell transcriptomic data through causal structure learning and modules aggregation,
Hongyang Jiang, Yuezhu Wang, Chaoyi Yin, Hao Pan, Liqun Chen, Ke Feng ■, Yi Chang, Huiyan Sun,
Comput. Biol. Medicine 2024
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A new unsupervised health index estimation method for bearings early fault detection based on Gaussian mixture model,
Long Wen, Guang Yang, Longxin Hu, Chunsheng Yang, Ke Feng ■,
Eng. Appl. Artif. Intell. 2024
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Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis,
Zhijun Ren, Kai Huang, Yongsheng Zhu, Ke Feng ■, Zheng Liu, Hong Fu, Jun Hong, Adam Glowacz,
Eng. Appl. Artif. Intell. 2024
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Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions,
Yongchao Zhang, Jinliang Ding, Yongbo Li, Zhaohui Ren, Ke Feng ■,
Eng. Appl. Artif. Intell. 2024
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An autoregressive model-based degradation trend prognosis considering health indicators with multiscale attention information,
Jichao Zhuang, Yudong Cao, Yifei Ding, Minping Jia, Ke Feng ■,
Eng. Appl. Artif. Intell. 2024
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Cost-sensitive learning considering label and feature distribution consistency: A novel perspective for health prognosis of rotating machinery with imbalanced data,
Yudong Cao, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Ke Feng ■,
Expert Syst. Appl. 2024
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Multivariate multiscale dispersion Lempel-Ziv complexity for fault diagnosis of machinery with multiple channels,
Shun Wang, Yongbo Li, Khandaker Noman, Zhixiong Li, Ke Feng ■, Zheng Liu, Zichen Deng,
Inf. Fusion 2024
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Knowledge Distillation-Guided Cost-Sensitive Ensemble Learning Framework for Imbalanced Fault Diagnosis,
Shuaiqing Deng, Zihao Lei, Guangrui Wen, Zhaojun Steven Li, Yongchao Zhang, Ke Feng ■, Xuefeng Chen,
IEEE Internet Things J. 2024
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A Graph-Embedded Subdomain Adaptation Approach for Remaining Useful Life Prediction of Industrial IoT Systems,
Jichao Zhuang, Yuejian Chen, Xiaoli Zhao, Minping Jia, Ke Feng ■,
IEEE Internet Things J. 2024
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Complex augmented representation network for transferable health prognosis of rolling bearing considering dynamic covariate shift,
Yudong Cao, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Ke Feng ■,
Reliab. Eng. Syst. Saf. 2024
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Source-free domain adaptation for transferable remaining useful life prediction of machine considering source data absence,
Yudong Cao, Jichao Zhuang, Qiuhua Miao, Minping Jia, Ke Feng ■, Xiaoli Zhao, Xiaoan Yan, Peng Ding,
Reliab. Eng. Syst. Saf. 2024
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A Bayesian adversarial probsparse Transformer model for long-term remaining useful life prediction,
Yongbo Cheng, Junheng Qv, Ke Feng ■, Te Han,
Reliab. Eng. Syst. Saf. 2024
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Tensor representation-based transferability analytics and selective transfer learning of prognostic knowledge for remaining useful life prediction across machines,
Wentao Mao, Wen Zhang, Ke Feng ■, Michael Beer, Chunsheng Yang,
Reliab. Eng. Syst. Saf. 2024
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Data-driven bearing health management using a novel multi-scale fused feature and gated recurrent unit,
Qing Ni, Jinchen Ji, Ke Feng ■, Yongchao Zhang, Dongdong Lin, Jinde Zheng,
Reliab. Eng. Syst. Saf. 2024
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Teaching Resource Recommendation of Online Sports Collaborative Learning Platform Based on Optimized K-means Algorithm,
Weiguo Li, Ke Feng ■, Tianjiao Shi, Jing Hua,
Scalable Comput. Pract. Exp. 2024
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The double-feature extraction method based on slope entropy and symbolic dynamic entropy for the fault diagnosis of rolling bearing,
Zhe Zhang, Yingwei Liu, Yuxuan Han, Pengfei Huangfu, Zhiyuan Ma, Weichen Shi, Ke Feng ■,
Signal Image Video Process. 2024
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A Survey on Verification and Validation, Testing and Evaluations of Neurosymbolic Artificial Intelligence,
Justus Renkhoff, Ke Feng ■, Marc Meier Doernberg, Alvaro Velasquez, Houbing Herbert Song,
IEEE Trans. Artif. Intell. 2024
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A Visual and Textual Information Fusion-Based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition,
Ran Zhang, Zhila Bahrami, Ke Feng ■, Zheng Liu,
IEEE Trans. Artif. Intell. 2024
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Cross-Modal Fusion Convolutional Neural Networks With Online Soft-Label Training Strategy for Mechanical Fault Diagnosis,
Yadong Xu, Ke Feng ■, Xiaoan Yan, Xin Sheng, Beibei Sun, Zheng Liu, Ruqiang Yan,
IEEE Trans. Ind. Informatics 2024
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Estimation and Utilization of the Geomagnetic Field Inhomogeneities Using the Relaxation Characteristics of the FID Signal in an Overhauser Magnetometer,
Wang Luo, Xiangyun Hu, Haobin Dong, Jian Ge, Lichao Liu, Ke Feng ■, Yongchao Zhang, Lishan Huang, Jinhua She,
IEEE Trans. Instrum. Meas. 2024
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SWDAE: A New Degradation State Evaluation Method for Metro Wheels With Interpretable Health Indicator Construction Based on Unsupervised Deep Learning,
Wentao Mao, Yu Wang, Ke Feng ■, Linlin Kou, Yanna Zhang,
IEEE Trans. Instrum. Meas. 2024
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An Investigation Into the Behavior of Intelligent Fault Diagnostic Models Under Imbalanced Data,
Zhijun Ren, Jinchen Ji, Yongsheng Zhu, Ke Feng ■,
IEEE Trans. Instrum. Meas. 2024
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An Ensemble Domain Adaptation Network With High-Quality Pseudo Labels for Rolling Bearing Fault Diagnosis,
Ming Xie, Jianxin Liu, Yifan Li, Ke Feng ■, Qing Ni,
IEEE Trans. Instrum. Meas. 2024
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Imbalanced Learning for Gearbox Fault Detection via Attention-Based Multireceptive Field Convolutional Neural Networks With an Adaptive Label Regulation Loss,
Yadong Xu, Rui Shu, Sheng Li, Ke Feng ■, Xiaolong Yang, Zhiheng Zhao, George Huang,
IEEE Trans. Instrum. Meas. 2024
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Dual Structural Consistent Partial Domain Adaptation Network for Intelligent Machinery Fault Diagnosis,
Kun Yu, Xuesong Wang, Yuhu Cheng, Ke Feng ■, Yongchao Zhang, Bin Xing,
IEEE Trans. Instrum. Meas. 2024
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Theoretical Deliberation on the Precision Quantification of a Flexible Caliper Sensor for Oil and Gas Pipelines,
Hang Zhang, Buyun Tang, Minghao Chen, Tong Pang, Qing Ni, Ke Feng ■,
IEEE Trans. Instrum. Meas. 2024
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Zero-Phase Filter-Based Adaptive Fourier Decomposition and Its Application to Fault Diagnosis of Rolling Bearing,
Jinde Zheng, Shijun Cao, Ke Feng ■, Qingyun Liu,
IEEE Trans. Instrum. Meas. 2024
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Vibration-based bearing fault diagnosis of high-speed trains: A literature review,
Wanchun Hu, Ge Xin, Jiayi Wu, Guoping An, Yilei Li, Ke Feng ■, Jerome Antoni,
High-speed Railway 2023
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Digital twin-driven focal modulation-based convolutional network for intelligent fault diagnosis,
Sheng Li, Qiubo Jiang, Yadong Xu, Ke Feng ■, Yulin Wang, Beibei Sun, Xiaoan Yan, Xin Sheng, Ke Zhang, Qing Ni,
Reliab. Eng. Syst. Saf. 2023
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IFD-MDCN: Multibranch denoising convolutional networks with improved flow direction strategy for intelligent fault diagnosis of rolling bearings under noisy conditions,
Sheng Li, Jinchen Ji, Yadong Xu, Xiuquan Sun, Ke Feng ■, Beibei Sun, Yulin Wang, Fengshou Gu, Ke Zhang, Qing Ni,
Reliab. Eng. Syst. Saf. 2023
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Joint Threshold Learning Convolutional Networks for Intelligent Fault Diagnosis Under Nonstationary Conditions,
Sheng Li, Yadong Xu, Ke Feng ■, Yulin Wang, Beibei Sun, Xiaoan Yan, Xin Sheng, Ke Zhang, Jinde Zheng, Qing Ni,
IEEE Trans. Instrum. Meas. 2023
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A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis,
Zhijun Ren, Tantao Lin, Ke Feng ■, Yongsheng Zhu, Zheng Liu, Ke Yan,
IEEE Trans. Instrum. Meas. 2023
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An interlayer feature fusion-based heterogeneous graph neural network,
Ke Feng ■, Guozheng Rao, Li Zhang, Qing Cong,
Appl. Intell. 2023
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Predicted Mean Vote of Subway Car Environment Based on Machine Learning,
Kangkang Huang, Shihua Lu, Xinjun Li, Ke Feng ■, Weiwei Chen, Yi Xia,
Big Data Min. Anal. 2023
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AgingReG: a curated database of aging regulatory relationships in humans,
Minghui Piao, Ke Feng ■, Xinyu Liu, Xuefeng Bai, Yuqi Zheng, Meiling Sun, Peng Zhao, Yani Wang, Xiaofang Ban, Jie Xiong, Chengyu Shi, Li Meng, Yuxin Liu, Li Yu, Jing Li, Shan Zhong, Xinjian Jiang, Yu Chen, Xin Sun, Yan Zheng, Jinwei Tian,
Database J. Biol. Databases Curation 2023
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Integrated intelligent fault diagnosis approach of offshore wind turbine bearing based on information stream fusion and semi-supervised learning,
Yongchao Zhang, Kun Yu, Zihao Lei, Jian Ge, Yadong Xu, Zhixiong Li, Zhaohui Ren, Ke Feng ■,
Expert Syst. Appl. 2023
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A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector,
Zihao Lei, Hongming Chen, Guangrui Wen, Ke Feng ■, Zheng Liu, Ruqiang Yan, Xuefeng Chen,
Inf. Fusion 2023
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Optimal symbolic entropy: An adaptive feature extraction algorithm for condition monitoring of bearings,
Chunyun Li, Khandaker Noman, Zheng Liu, Ke Feng ■, Yongbo Li,
Inf. Fusion 2023
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Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data,
Dingyi Sun, Yongbo Li, Sixiang Jia, Ke Feng ■, Zheng Liu,
Inf. Fusion 2023
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CFCNN: A novel convolutional fusion framework for collaborative fault identification of rotating machinery,
Yadong Xu, Ke Feng ■, Xiaoan Yan, Ruqiang Yan, Qing Ni, Beibei Sun, Zihao Lei, Yongchao Zhang, Zheng Liu,
Inf. Fusion 2023
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LncTarD 2.0: an updated comprehensive database for experimentally-supported functional lncRNA-target regulations in human diseases,
Hongying Zhao, Xiangzhe Yin, Haotian Xu, Kailai Liu, Wangyang Liu, Lixia Wang, Caiyu Zhang, Lin Bo, Xicheng Lan, Shihua Lin, Ke Feng ■, Shangwei Ning, Yunpeng Zhang, Li Wang,
Nucleic Acids Res. 2023
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Gene regulatory network inference based on causal discovery integrating with graph neural network,
Ke Feng ■, Hongyang Jiang, Chaoyi Yin, Huiyan Sun,
Quant. Biol. 2023
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A two-phase-based deep neural network for simultaneous health monitoring and prediction of rolling bearings,
Rui Bai, Khandaker Noman, Ke Feng ■, Zhike Peng, Yongbo Li,
Reliab. Eng. Syst. Saf. 2023
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Global contextual multiscale fusion networks for machine health state identification under noisy and imbalanced conditions,
Yadong Xu, Xiaoan Yan, Ke Feng ■, Yongchao Zhang, Xiaoli Zhao, Beibei Sun, Zheng Liu,
Reliab. Eng. Syst. Saf. 2023
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Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing,
Yongchao Zhang, Jinchen Ji, Zhaohui Ren, Qing Ni, Fengshou Gu, Ke Feng ■, Kun Yu, Jian Ge, Zihao Lei, Zheng Liu,
Reliab. Eng. Syst. Saf. 2023
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Data-Driven Prognostic Scheme for Bearings Based on a Novel Health Indicator and Gated Recurrent Unit Network,
Qing Ni, Jinchen Ji, Ke Feng ■,
IEEE Trans. Ind. Informatics 2023
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Modified Varying Index Coefficient Autoregression Model for Representation of the Nonstationary Vibration From a Planetary Gearbox,
Yuejian Chen, Meng Rao, Ke Feng ■, Gang Niu,
IEEE Trans. Instrum. Meas. 2023
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A Novel Weak Feature Extraction Method for Rotating Machinery: Link Dispersion Entropy,
Li Ding, Jinchen Ji, Yongbo Li, Shun Wang, Khandaker Noman, Ke Feng ■,
IEEE Trans. Instrum. Meas. 2023
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Intelligent Suppression of Non-Maneuvering Magnetic Interference of Aeromagnetic UAV,
Jian Ge, Wei Xu, Xiangyun Hu, Tao Wu, Ke Feng ■, Yongchao Zhang, Haobin Dong, Hong Yu, Jing Zhu, Zheng Liu,
IEEE Trans. Instrum. Meas. 2023
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High-Precision Electrical Determination and Correction of Attitude Deviation for the Coil Vector Magnetometer,
Jian Ge, Jing Zhu, Xiangyun Hu, Wei Xu, Ke Feng ■, Yongchao Zhang, Wang Luo, Penghui Li, Haobin Dong, Zheng Liu,
IEEE Trans. Instrum. Meas. 2023
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Multioperator Morphological Undecimated Wavelet for Wheelset Bearing Compound Fault Detection,
Yifan Li, Ke Feng ■, Yuejian Chen, Zaigang Chen,
IEEE Trans. Instrum. Meas. 2023
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WavCapsNet: An Interpretable Intelligent Compound Fault Diagnosis Method by Backward Tracking,
Weihua Li, Hao Lan, Junbin Chen, Ke Feng ■, Ruyi Huang,
IEEE Trans. Instrum. Meas. 2023
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Data Modeling Techniques for Pipeline Integrity Assessment: A State-of-the-Art Survey,
Jiatong Ling, Ke Feng ■, Teng Wang, Min Liao, Chunsheng Yang, Zheng Liu,
IEEE Trans. Instrum. Meas. 2023
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Generative Adversarial Network With Dual Multiscale Feature Fusion for Data Augmentation in Fault Diagnosis,
Zhijun Ren, Jinchen Ji, Yongsheng Zhu, Jun Hong, Ke Feng ■,
IEEE Trans. Instrum. Meas. 2023
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Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance,
Zhijun Ren, Yongsheng Zhu, Zheng Liu, Ke Feng ■,
IEEE Trans. Instrum. Meas. 2023
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Synchro-Reassigned Extracting Transform: An Effective Tool for Rotating Machinery Fault Diagnosis Under Varying Speed Condition,
Hongan Wu, Yong Lv, Rui Yuan, Xingkai Yang, Ke Feng ■, Weihang Zhu,
IEEE Trans. Instrum. Meas. 2023
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A Multidimensional Data Fusion Neural Network for Damage Localization Using Ultrasonic Guided Wave,
Hongguang Yun, Ke Feng ■, Rakiba Rayhana, Shashank Pant, Marc Genest, Zheng Liu,
IEEE Trans. Instrum. Meas. 2023
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TradeBot: Bandit learning for hyper-parameters optimization of high frequency trading strategy,
Weipeng Zhang, Lu Wang, Liang Xie, Ke Feng ■, Xiang Liu,
Pattern Recognit. 2022
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Attention-based multiscale denoising residual convolutional neural networks for fault diagnosis of rotating machinery,
Yadong Xu, Xiaoan Yan, Ke Feng ■, Xin Sheng, Beibei Sun, Zheng Liu,
Reliab. Eng. Syst. Saf. 2022
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TS-SHES: Terrain Segmentation in Complex-Valued PolSAR Images Via Scattering Harmonization and Explicit Supervision,
Xuan Zeng, Zhirui Wang, Ke Feng ■, Xin Gao, Xian Sun,
IEEE Trans. Geosci. Remote. Sens. 2022
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MMFNet: Multisensor Data and Multiscale Feature Fusion Model for Intelligent Cross-Domain Machinery Fault Diagnosis,
Yongchao Zhang, Ke Feng ■, Hui Ma, Kun Yu, Zhaohui Ren, Zheng Liu,
IEEE Trans. Instrum. Meas. 2022
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An Efficient Ciphertext Retrieval Scheme Based on Homomorphic Encryption for Multiple Data Owners in Hybrid Cloud,
Heng He, Renju Chen, Chengyu Liu, Ke Feng ■, Xiaohu Zhou,
IEEE Access 2021
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Graph Pattern Matching: Capturing Bisimilar Subgraph,
Rui Qiao, Ke Feng ■, Heng He, Xiaolei Zhong,
Int. J. Pattern Recognit. Artif. Intell. 2021
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Joint Spatial-Propagation Modeling of Cellular Networks Based on the Directional Radii of Poisson Voronoi Cells,
Ke Feng ■, Martin Haenggi,
IEEE Trans. Wirel. Commun. 2021
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The SINR Meta Distribution in Poisson Cellular Networks,
Ke Feng ■, Martin Haenggi,
IEEE Wirel. Commun. Lett. 2021
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ENdb: a manually curated database of experimentally supported enhancers for human and mouse,
Xuefeng Bai, Shanshan Shi, Bo Ai, Yong Jiang, Yuejuan Liu, Xiaole Han, Mingcong Xu, Qi Pan, Fan Wang, Qiuyu Wang, Jian Zhang, Xuecang Li, Chenchen Feng, Yanyu Li, Yuezhu Wang, Yiwei Song, Ke Feng, Chunquan Li,
Nucleic Acids Res. 2020
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Changes in cytosolic magnesium levels can regulate the activity of the plasma membrane H+-ATPase in maize,
Stefan Martin Hanstein, Xiaozhi Wang, Xiaoqing Qian, Peter Friedhoff, Ammara Fatima, Yuhua Shan, Ke Feng, Sven Schubert,
Biochemical Journal 2011
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