Jinhai Liu

According to our database, Jinhai Liu authored at least 71 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Novel Weld Defect Detection Method for Intelligent Magnetic Flux Leakage Detection System via Contextual Relation Network.

Xiangkai Shen, Jinhai Liu, Lin Jiang, Xiaoyuan Liu, Huaguang Zhang

IEEE Trans. Ind. Electron., June, 2024

A Physics-Guided MFL Deformed Defect Recovery Method.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Qi Xiao, Xiangkai Shen, Hang Xu

IEEE Trans Autom. Sci. Eng., April, 2024

KMSA-Net: A Knowledge-Mining-Based Semantic-Aware Network for Cross-Domain Industrial Process Fault Diagnosis.

Lei Wang, Jinhai Liu, Huaguang Zhang, Fengyuan Zuo

IEEE Trans. Ind. Informatics, February, 2024

STMA-Net: A Spatial Transformation-Based Multiscale Attention Network for Complex Defect Detection With X-Ray Images.

Fengyuan Zuo, Jinhai Liu, Mingrui Fu, Lei Wang, Zhen Zhao

IEEE Trans. Instrum. Meas., 2024

DGICR-Net: Dual-Graph Interactive Consistency Reasoning Network for Weld Defect Recognition With Limited Labeled Samples.

Xiaoyuan Liu, Jinhai Liu, Huanqun Zhang, Huaguang Zhang, Xiangkai Shen

IEEE Trans. Instrum. Meas., 2024

2023

Optimal Synchronization for Multiagent Systems Under Directed Graphs by Scalable Distributed Event-Triggered Control.

Yingbo Wang, Juan Zhang, Jinhai Liu, Jiayue Sun

IEEE Trans. Circuits Syst. II Express Briefs, December, 2023

Consensus Control of Multiagent Systems Under Switching Topology and Denial-of-Service Attacks.

Hongfei Zhu, Jinhai Liu, Zhigang Zhang, Shuo Zhang, Fuming Qu

IEEE Syst. J., December, 2023

SSCT-Net: A Semisupervised Circular Teacher Network for Defect Detection With Limited Labeled Multiview MFL Samples.

Xiangkai Shen, Jinhai Liu, Jiayue Sun, Lin Jiang, He Zhao, Huaguang Zhang

IEEE Trans. Ind. Informatics, October, 2023

Defect Size Quantification for Pipeline Magnetic Flux Leakage Detection System via Multilevel Knowledge-Guided Neural Network.

Lei Wang, Huaguang Zhang, Jinhai Liu, Fuming Qu, Fengyuan Zuo

IEEE Trans. Ind. Electron., September, 2023

H∞ Consensus of multi-agent systems under hybrid cyber attacks via a sampled-data-based dynamic event-triggered resilient consensus protocol.

Hongfei Zhu, Jinhai Liu, Zhigang Zhang, Shuo Zhang, Fuming Qu, Xiuchong Liu

J. Frankl. Inst., September, 2023

An Intelligent Defect Detection Approach Based on Cascade Attention Network Under Complex Magnetic Flux Leakage Signals.

Jinhai Liu, Xiangkai Shen, Jianfeng Wang, Lin Jiang, Huaguang Zhang

IEEE Trans. Ind. Electron., July, 2023

Distribution-Agnostic Few-Shot Industrial Fault Diagnosis via Adaptation-Aware Optimal Feature Transport.

Ge Yu, Di Wang, Jinhai Liu, Xi Zhang

IEEE Trans. Ind. Informatics, April, 2023

A MFL Mechanism-Based Self-Supervised Method for Defect Detection With Limited Labeled Samples.

He Zhao, Jinhai Liu, Jianhua Tang, Xiangkai Shen, Senxiang Lu, Qiannan Wang

IEEE Trans. Instrum. Meas., 2023

KD-LightNet: A Lightweight Network Based on Knowledge Distillation for Industrial Defect Detection.

Jinhai Liu, Hengguang Li, Fengyuan Zuo, Zhen Zhao, Senxiang Lu

IEEE Trans. Instrum. Meas., 2023

Pipeline Irregular Defect Inversion for Magnetic Flux Leakage Detection System Based on Heterogeneous Multiclass Feature Fusion.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Lei Wang

IEEE Trans. Instrum. Meas., 2023

A Target-Focusing Optimization Method for 3-D Profile Reconstruction of Defects Using MFL Measurements.

Difei Hou, Senxiang Lu, Guangmo Yi, Junxiang Qiu, Jinhai Liu

IEEE Trans. Instrum. Meas., 2023

Basic-Class and Cross-Class Hybrid Feature Learning for Class-Imbalanced Weld Defect Recognition.

Xiaoyuan Liu, Jinhai Liu, Zi Wang, Lei Wang, Huaguang Zhang

IEEE Trans. Ind. Informatics, 2023

HSELL-Net: A Heterogeneous Sample Enhancement Network With Lifelong Learning Under Industrial Small Samples.

Yifu Ren, Jinhai Liu, Qiannan Wang, Huaguang Zhang

IEEE Trans. Cybern., 2023

An Effective Detection Method for Complex Weld Defects Based on Adaptive Feature Pyramid.

Fengyuan Zuo, Jinhai Liu, Mingrui Fu, Jin Lu, Haichao Liu

Proceedings of the CAA Symposium on Fault Detection, 2023

2022

A Driving Behavior Risk Classification Framework via the Unbalanced Time Series Samples.

Hegui Zhu, Ruoyang Xiao, Jiapeng Zhang, Jinhai Liu, Chengqing Li, Lianping Yang

IEEE Trans. Instrum. Meas., 2022

A Pipeline Defect Inversion Method With Erratic MFL Signals Based on Cascading Abstract Features.

Huaguang Zhang, Lei Wang, Jianfeng Wang, Fengyuan Zuo, Jifeng Wang, Jinhai Liu

IEEE Trans. Instrum. Meas., 2022

A Defect Recognition Method for Low-Quality Weld Image Based on Consistent Multiscale Feature Mapping.

Jinhai Liu, Xiaoyuan Liu, Fuming Qu, Huaguang Zhang, Lifei Zhang

IEEE Trans. Instrum. Meas., 2022

THMS-Net: A Two-Stage Heterogeneous Signals Mutual Supervision Network for MFL Weak Defect Detection.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu

IEEE Trans. Instrum. Meas., 2022

TBDA-Net: A Task-Based Bias Domain Adaptation Network Under Industrial Small Samples.

Yifu Ren, Jinhai Liu, Huaguang Zhang, Jianfeng Wang

IEEE Trans. Ind. Informatics, 2022

A Multisensor Cycle-Supervised Convolutional Neural Network for Anomaly Detection on Magnetic Flux Leakage Signals.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu

IEEE Trans. Ind. Informatics, 2022

Anomaly detection of industrial multi-sensor signals based on enhanced spatiotemporal features.

Lin Jiang, Hang Xu, Jinhai Liu, Xiangkai Shen, Senxiang Lu, Zhan Shi

Neural Comput. Appl., 2022

Co-design of output-based security control and dynamic event-triggered mechanism for NCSs under hybrid cyber attacks.

Zhigang Zhang, Jinhai Liu, Hongfei Zhu, Shuo Zhang, Xiuchong Liu, Xue Yu

J. Frankl. Inst., 2022

TDDA-Net: A transitive distant domain adaptation network for industrial sample enhancement.

Yifu Ren, Jinhai Liu, Huaguang Zhang, Wei Wang

Inf. Sci., 2022

Evolved fuzzy min-max neural network for new-labeled data classification.

Yanjuan Ma, Jinhai Liu, Fuming Qu, Hongfei Zhu

Appl. Intell., 2022

2021

A Reinforcement Learning-Based Reconstruction Method for Complex Defect Profiles in MFL Inspection.

Zhenning Wu, Yiming Deng, Jinhai Liu, Lixing Wang

IEEE Trans. Instrum. Meas., 2021

A Data-Driven Interpretable Method Based on Reversely Built FIS and Its Applications in Measurement.

Fuming Qu, Jinhai Liu, Hongfei Zhu, Huaguang Zhang

IEEE Trans. Instrum. Meas., 2021

A General Transfer Framework Based on Industrial Process Fault Diagnosis Under Small Samples.

Jinhai Liu, Yifu Ren

IEEE Trans. Ind. Informatics, 2021

Multisensor Fusion for Magnetic Flux Leakage Defect Characterization Under Information Incompletion.

Mingrui Fu, Jinhai Liu, Huaguang Zhang, Senxiang Lu

IEEE Trans. Ind. Electron., 2021

Data Recovery of Magnetic Flux Leakage Data Gaps Using Multifeature Conditional Risk.

Huaguang Zhang, Lin Jiang, Jinhai Liu, Fuming Qu

IEEE Trans Autom. Sci. Eng., 2021

Evolved Fuzzy Min-Max Neural Network for Unknown Labeled Data and its Application on Defect Recognition in Depth.

Yanjuan Ma, Jinhai Liu, Yan Zhao

Neural Process. Lett., 2021

Logish: A new nonlinear nonmonotonic activation function for convolutional neural network.

Hegui Zhu, Huimin Zeng, Jinhai Liu, Xiangde Zhang

Neurocomputing, 2021

A Low Profile, Dual-Band, Dual-Polarized Patch Antenna With Antenna-Filter Functions and Its Application in MIMO Systems.

Jinhai Liu, Hanping Liu, Xianghua Dou, Yanke Tang, Chen Zhang, Li Wang, Rongxia Tang, Yingzeng Yin

IEEE Access, 2021

Weld Defect Recognition Method of Pipeline Based on Improved Least Squares Twin Support Vector Machine.

Xianming Lang, Zheng Hao, Huadong Song, Jinhai Liu, Xiaoting Guo, Meng Qiang, Haitao Yuan

Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Distributed Dynamic Event-Based Triggering Protocols of Linear Multi-Agent Systems.

Shuo Zhang, Jinhai Liu, Zhigang Zhang

Proceedings of the CAA Symposium on Fault Detection, 2021

2020

An Iterative Stacking Method for Pipeline Defect Inversion With Complex MFL Signals.

Ge Yu, Jinhai Liu, Huaguang Zhang, Chen Liu

IEEE Trans. Instrum. Meas., 2020

Anomaly Detection of Complex MFL Measurements Using Low-Rank Recovery in Pipeline Transportation Inspection.

Mingrui Fu, Jinhai Liu, Dong Zang, Senxiang Lu

IEEE Trans. Instrum. Meas., 2020

Wind Turbine Condition Monitoring Based on Assembled Multidimensional Membership Functions Using Fuzzy Inference System.

Fuming Qu, Jinhai Liu, Hongfei Zhu, Dong Zang

IEEE Trans. Ind. Informatics, 2020

Semi-supervised Fuzzy Min-Max Neural Network for Data Classification.

Jinhai Liu, Yanjuan Ma, Fuming Qu, Dong Zang

Neural Process. Lett., 2020

Semantic image segmentation with shared decomposition convolution and boundary reinforcement structure.

Hegui Zhu, Baoyu Wang, Xiangde Zhang, Jinhai Liu

Appl. Intell., 2020

2019

An Arc Fault Detection Method Based on Current Amplitude Spectrum and Sparse Representation.

Na Qu, Jianhui Wang, Jinhai Liu

IEEE Trans. Instrum. Meas., 2019

An Estimation Method of Defect Size From MFL Image Using Visual Transformation Convolutional Neural Network.

Senxiang Lu, Jian Feng, Huaguang Zhang, Jinhai Liu, Zhenning Wu

IEEE Trans. Ind. Informatics, 2019

A Small-Sample Wind Turbine Fault Detection Method With Synthetic Fault Data Using Generative Adversarial Nets.

Jinhai Liu, Fuming Qu, Xiaowei Hong, Huaguang Zhang

IEEE Trans. Ind. Informatics, 2019

2018

Window Feature-Based Two-Stage Defect Identification Using Magnetic Flux Leakage Measurements.

Jinhai Liu, Mingrui Fu, Feilong Liu, Jian Feng, Kuangqing Cui

IEEE Trans. Instrum. Meas., 2018

Quick Reconstruction of Arbitrary Pipeline Defect Profiles From MFL Measurements Employing Modified Harmony Search Algorithm.

Fangming Li, Jian Feng, Huaguang Zhang, Jinhai Liu, Senxiang Lu, Dazhong Ma

IEEE Trans. Instrum. Meas., 2018

Modeling and Assessment of Precise Time Transfer by Using BeiDou Navigation Satellite System Triple-Frequency Signals.

Rui Tu, Pengfei Zhang, Rui Zhang, Jinhai Liu, Xiaochun Lu

Sensors, 2018

Integration of Single-Frequency GNSS and Strong-Motion Observations for Real-Time Earthquake Monitoring.

Rui Tu, Rui Zhang, Pengfei Zhang, Jinhai Liu, Xiaochun Lu

Remote. Sens., 2018

Stabilization of unknown nonlinear systems with T-S fuzzy model and dynamic delay partition.

Gang Wang, Ru Jia, Huadong Song, Jinhai Liu

J. Intell. Fuzzy Syst., 2018

Data Imputation of Wind Turbine Using Generative Adversarial Nets with Deep Learning Models.

Fuming Qu, Jinhai Liu, Xiaowei Hong, Yu Zhang

Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Modified Teaching-Learning Optimization Algorithm for Economic Load Dispatch Problem.

Ge Yu, Jinhai Liu

Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

2017

Injurious or Noninjurious Defect Identification From MFL Images in Pipeline Inspection Using Convolutional Neural Network.

Jian Feng, Fangming Li, Senxiang Lu, Jinhai Liu, Dazhong Ma

IEEE Trans. Instrum. Meas., 2017

A Unified Model for BDS Wide Area and Local Area Augmentation Positioning Based on Raw Observations.

Rui Tu, Rui Zhang, Cuixian Lu, Pengfei Zhang, Jinhai Liu, Xiaochun Lu

Sensors, 2017

A modified fuzzy min-max neural network for data clustering and its application on pipeline internal inspection data.

Jinhai Liu, Yanjuan Ma, Huaguang Zhang, Hanguang Su, Geyang Xiao

Neurocomputing, 2017

Weather prediction with multiclass support vector machines in the fault detection of photovoltaic system.

Wenying Zhang, Huaguang Zhang, Jinhai Liu, Kai Li, Dongsheng Yang, Hui Tian

IEEE CAA J. Autom. Sinica, 2017

A novel stability criterion for fuzzy hyperbolic time-delay system based on dynamic delay partitioning approach.

Gang Wang, Ru Jia, Jinhai Liu

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Staged-adaptive data clustering in fuzzy min-max neural network.

Yanjuan Ma, Jinhai Liu, Tailin Li, Danyu Lu

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016

Stability analysis and stabilization for fuzzy hyperbolic time-delay system based on delay partitioning approach.

Gang Wang, Jinhai Liu, Senxiang Lu

Neurocomputing, 2016

2015

Image denoising based on edge detection and prethresholding Wiener filtering of multi-wavelets fusion.

Liang Gao, Gang Wang, Jinhai Liu

Int. J. Wavelets Multiresolution Inf. Process., 2015

Chaotic synchronisation for coupled neural networks based on T-S fuzzy theory.

Dawei Gong, Jinhai Liu, Shuangyu Zhao

Int. J. Syst. Sci., 2015

2014

A fuzzy support vector machine algorithm for classification based on a novel PIM fuzzy clustering method.

Zhenning Wu, Huaguang Zhang, Jinhai Liu

Neurocomputing, 2014

Neural-Network-Based Adaptive Fault Estimation for a Class of Interconnected Nonlinear System with Triangular Forms.

Lei Liu, Zhanshan Wang, Jinhai Liu, Zhenwei Liu

Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

2012

The Pattern Classification Based on Fuzzy Min-max Neural Network with New Algorithm.

Dazhong Ma, Jinhai Liu, Zhanshan Wang

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

A Modified Neural Network Classifier with Adaptive Weight Update and GA-Based Feature Subset Selection.

Jinhai Liu, Zhibo Yu

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

A Filtering Method for Pressure Time Series of Oil Pipelines.

Jinhai Liu, Zhibo Yu

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

2011

Data-Core-Based Fuzzy Min-Max Neural Network for Pattern Classification.

Huaguang Zhang, Jinhai Liu, Dazhong Ma, Zhanshan Wang

IEEE Trans. Neural Networks, 2011

2007

A New Fault Detection and Diagnosis Method for Oil Pipeline Based on Rough Set and Neural Network.

Jinhai Liu, Huaguang Zhang, Jian Feng, Heng Yue

Proceedings of the Advances in Neural Networks, 2007

2006

An Advanced Scheme For Wireless Network Authentication System.

Jing Zhang, Jinhai Liu, Tiepan Li

Proceedings of the Fifth International Conference on Networking and the International Conference on Systems (ICN / ICONS / MCL 2006), 2006