Jinping Liu

49 papers B 1Journal 47Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph-guided topic modeling and multi-level context-aware framework for automated radiology report generation.
Biomed. Signal Process. Control.
Jinping Liu, Youkun Deng, Jiayu Liu, Dianyi Song, Xiaohui Duan, Jinxiu Li
2025 J jnl
CM-MCNet: Convolution and multilayer perceptron-integrated multiscale coordinate network for infrared and visible image fusion.
Pattern Recognit.
Jinping Liu, Shiyi Liu, Lijuan Huang, Lihui Cen
2025 J jnl
Global receptive field graph attention network for unsupervised domain adaptation fault diagnosis in variable operating conditions.
J. Intell. Manuf.
Meiling Cai, Sheng Chen, Jinping Liu, Yimei Yang, Lihui Cen
2025 J jnl
Model-agnostic counterfactual explanation: A feature weights-based comprehensive causal multi-objective counterfactual framework.
Expert Syst. Appl.
Jinping Liu, Xiaoqiang Wu, Shiyi Liu, Subo Gong
2025 J jnl
Research on China's Innovative Cybersecurity Education System Oriented Toward Engineering Education Accreditation.
Inf.
Yimei Yang, Jinping Liu, Yujun Yang
2025 J jnl
Semi-Heterogeneous Graph-Perception Network With Gradient-Weighted Class Activation Mapping for Class-Incremental Industrial Fault Recognition and Root Cause Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Jinping Liu, Sheng Chen, Meiling Cai, Haidong Shao, Weihua Gui
2025 J jnl
Small Sample-Oriented Variable Working Condition Fault Diagnosis via Nondata-Enhanced Multicategory Contrastive Learning.
IEEE Trans. Instrum. Meas.
Jinping Liu, Tiantian Zhong, Yunlian Liu, Lihui Cen, Haidong Shao
2025 J jnl
Toward Intrusion Detection of Industrial Cyber-Physical System: A Hybrid Approach Based on System State and Network Traffic Abnormality Monitoring.
Comput. Mater. Continua
Junbin He, Wuxia Zhang, Xianyi Liu, Jinping Liu, Guangyi Yang
2025 J jnl
VBStMM-LLM: Robust Fault Identification Leveraging Variational Bayesian Student's T-Mixture Modeling With Lifelong Learning Mechanism.
IEEE Trans. Reliab.
Jingyan Li, Jiaju Man, Jinping Liu, Di Luo, Haidong Shao, Yongfang Xie
2024 J jnl
Automated Segmentation of COVID-19 Lung Infections From Chest CT Images via 2.5-D Dual-Path Encoder With Multiscale Dynamic Weight Deep Supervision Mechanism.
IEEE Trans. Instrum. Meas.
Jinping Liu, Junqi Zhao, Lihui Cen, Xiaoqiang Wu, Juanjuan Wu, Kun Zhang, Ying Zhou
2024 J jnl
Dual-stream fusion network with multi-head self-attention for multi-modal fake news detection.
Appl. Soft Comput.
Yimei Yang, Jinping Liu, Yujun Yang, Lihui Cen
2024 J jnl
Learning model predictive control of nonlinear systems with time-varying parameters using Koopman operator.
Appl. Math. Comput.
Zhong Chen, Xiaofang Chen, Jinping Liu, Lihui Cen, Weihua Gui
2024 J jnl
MsFfTsGP: Multi-source features-fused two-stage grade prediction of zinc tailings in lead-zinc flotation process via multi-stream 3D convolution with attention mechanism.
Eng. Appl. Artif. Intell.
Pengfei Xu, Lekang Tian, Jinping Liu, Di Luo, Hadi Jahanshahi
2024 J jnl
SDSDet: A real-time object detector for small, dense, multi-scale remote sensing objects.
Image Vis. Comput.
Jinping Liu, Kunyi Zheng, Xianyi Liu, Pengfei Xu, Ying Zhou
2024 J jnl
Small samples-oriented intrinsically explainable machine learning using Variational Bayesian Logistic Regression: An intensive care unit readmission prediction case for liver transplantation patients.
Expert Syst. Appl.
Jinping Liu, Xiaoqiang Wu, Yongming Xie, Zhaohui Tang, Yongfang Xie, Subo Gong
2024 J jnl
Unsupervised domain adaptation multi-level adversarial learning-based crossing-domain retinal vessel segmentation.
Comput. Biol. Medicine
Jinping Liu, Junqi Zhao, Jingri Xiao, Gangjin Zhao, Pengfei Xu, Yimei Yang, Subo Gong
2023 J jnl
A novel self-learning fuzzy predictive control method for the cement mill: Simulation and experimental validation.
Eng. Appl. Artif. Intell.
Tianyu Ma, Zhipeng Li, Jinping Liu, Abdulhameed F. Alkhateeb, Hadi Jahanshahi
2023 J jnl
DRKPCA-VBGMM: fault monitoring via dynamically-recursive kernel principal component analysis with variational Bayesian Gaussian mixture model.
J. Intell. Manuf.
Meiling Cai, Yaqin Shi, Jinping Liu, Jean Paul Niyoyita, Hadi Jahanshahi, Ayman A. Aly
2023 J jnl
Fault Diagnosis of Laminar Cooling Roller Motor Based on Morphological Recognition and Combination Patterns Mining of Multicurrent Signatures.
IEEE Trans. Instrum. Meas.
Tianyu Ma, Siya Liu, Jinping Liu, Zhiwei Zheng, Zhipeng Li, Weihua Gui
2023 J jnl
Flow measurement data quality improvement-oriented optimal flow sensor configuration.
Swarm Evol. Comput.
Jinping Liu, Longcheng Xu, Yiyun Hu, Hadi Jahanshahi
2023 J jnl
Toward Automated Right Ventricle Segmentation via Edge Feature-Induced Self-Attention Multiscale Feature Aggregation Full Convolution Network.
IEEE Trans. Instrum. Meas.
Jinping Liu, Mengke Li, Quanquan Gao, Subo Gong, Zhaohui Tang, Yongfang Xie, Ardashir Mohammadzadeh
2023 J jnl
Toward Right Ventricle Segmentation in Cardiac MRIs via Feature Multiplexing and Multiscale Weighted Convolution.
IEEE J. Biomed. Health Informatics
Jinping Liu, Mengke Li, Subo Gong, Ardashir Mohammadzadeh, Guanyi Yang
2023 J jnl
Toward Robust Fault Identification of Complex Industrial Processes Using Stacked Sparse-Denoising Autoencoder With Softmax Classifier.
IEEE Trans. Cybern.
Jinping Liu, Longcheng Xu, Yongfang Xie, Tianyu Ma, Jie Wang, Zhaohui Tang, Weihua Gui, Huazhan Yin, Hadi Jahanshahi
2022 J jnl
Frame-Dilated Convolutional Fusion Network and GRU-Based Self-Attention Dual-Channel Network for Soft-Sensor Modeling of Industrial Process Quality Indexes.
IEEE Trans. Syst. Man Cybern. Syst.
Jinping Liu, Jiezhou He, Zhaohui Tang, Yongfang Xie, Weihua Gui, Tianyu Ma, Hadi Jahanshahi, Ayman A. Aly
2022 J jnl
MCG&BA-Net: Retinal vessel segmentation using multiscale context gating and breakpoint attention.
IET Image Process.
Pengfei Xu, Gangjing Zhao, Jinping Liu, Hadi Jahanshahi, Zhaohui Tang, Subo Gong
2022 J jnl
MWRSPCA: online fault monitoring based on moving window recursive sparse principal component analysis.
J. Intell. Manuf.
Jinping Liu, Jie Wang, Xianfeng Liu, Tianyu Ma, Zhaohui Tang
2022 J jnl
Toward robust process monitoring of complex process industries based on denoising sparse auto-encoder.
J. Ind. Inf. Integr.
Jinping Liu, Juanjuan Wu, Yongfang Xie, Wang Jie, Pengfei Xu, Zhaohui Tang, Huazhan Yin
2021 J jnl
A Caputo-Fabrizio Fractional-Order Model of HIV/AIDS with a Treatment Compartment: Sensitivity Analysis and Optimal Control Strategies.
Entropy
Hua Wang, Hadi Jahanshahi, Miao-Kun Wang, Stelios D. Bekiros, Jinping Liu, Ayman A. Aly
2021 J jnl
Automated cardiac segmentation of cross-modal medical images using unsupervised multi-domain adaptation and spatial neural attention structure.
Medical Image Anal.
Jinping Liu, Hui Liu, Subo Gong, Zhaohui Tang, Yongfang Xie, Huazhan Yin, Jean Paul Niyoyita
2021 J jnl
Illumination-Invariant Flotation Froth Color Measuring via Wasserstein Distance-Based CycleGAN With Structure-Preserving Constraint.
IEEE Trans. Cybern.
Jinping Liu, Jiezhou He, Yongfang Xie, Weihua Gui, Zhaohui Tang, Tianyu Ma, Junbin He, Jean Paul Niyoyita
2021 J jnl
Learning Local Gabor Pattern-Based Discriminative Dictionary of Froth Images for Flotation Process Working Condition Monitoring.
IEEE Trans. Ind. Informatics
Jinping Liu, Shuangshuang Zhao, Yongfang Xie, Weihua Gui, Zhaohui Tang, Tianyu Ma, Jean Paul Niyoyita
2021 B conf
Novelty Detection-Based Automated Anomaly Identification via Optimized Deep Generative Model.
Big Data (CCF)
Lianye Liu, Jinping Liu, Juanjuan Wu, Jiaming Zhou, Meiling Cai
2021 J jnl
Steel Wire Rope Surface Defect Detection Based on Segmentation Template and Spatiotemporal Gray Sample Set.
Sensors
Guoyong Zhang, Zhaohui Tang, Ying Fan, Jinping Liu, Hadi Jahanshahi, Ayman A. Aly
2021 J jnl
Synchronization of the Glycolysis Reaction-Diffusion Model via Linear Control Law.
Entropy
Adel Ouannas, Iqbal M. Batiha, Stelios D. Bekiros, Jinping Liu, Hadi Jahanshahi, Ayman A. Aly, Abdulaziz H. Alghtani
2020 J jnl
Adaptive intrusion detection via GA-GOGMM-based pattern learning with fuzzy rough set-based attribute selection.
Expert Syst. Appl.
Jinping Liu, Wuxia Zhang, Zhaohui Tang, Yongfang Xie, Tianyu Ma, Jingjing Zhang, Guoyong Zhang, Jean Paul Niyoyita
2020 J jnl
FoGDbED: Fractional-order Gaussian derivatives-based edge-relevant structure detection using Caputo-Fabrizio definition.
Digit. Signal Process.
Guoyong Zhang, Jinping Liu, Jie Wang, Zhaohui Tang, Yongfang Xie, Junbin He, Tianyu Ma, Jean Paul Niyoyita
2020 J jnl
Online Monitoring of Flotation Froth Bubble-Size Distributions via Multiscale Deblurring and Multistage Jumping Feature-Fused Full Convolutional Networks.
IEEE Trans. Instrum. Meas.
Jinping Liu, Quanquan Gao, Zhaohui Tang, Yongfang Xie, Weihua Gui, Tianyu Ma, Jean Paul Niyoyita
2020 J jnl
STA-APSNFIS: STA-Optimized Adaptive Pre-Sparse Neuro-Fuzzy Inference System for Online Soft Sensor Modeling.
IEEE Access
Jinping Liu, Churong Jiang, Jiezhou He, Zhaohui Tang, Yongfang Xie, Pengfei Xu
2020 J jnl
Toward Flotation Process Operation-State Identification via Statistical Modeling of Biologically Inspired Gabor Filtering Responses.
IEEE Trans. Cybern.
Jinping Liu, Jiaming Zhou, Zhaohui Tang, Weihua Gui, Yongfang Xie, Jiezhou He, Tianyu Ma, Jean Paul Niyoyita
2020 J jnl
Toward security monitoring of industrial Cyber-Physical systems via hierarchically distributed intrusion detection.
Expert Syst. Appl.
Jinping Liu, Wuxia Zhang, Tianyu Ma, Zhaohui Tang, Yongfang Xie, Weihua Gui, Jean Paul Niyoyita
2019 J jnl
ANID-SEoKELM: Adaptive network intrusion detection based on selective ensemble of kernel ELMs with random features.
Knowl. Based Syst.
Jinping Liu, Jiezhou He, Wuxia Zhang, Tianyu Ma, Zhaohui Tang, Jean Paul Niyoyita, Weihua Gui
2019 J jnl
Texture pattern classification based on probability density function estimation of the image spatial structure feature with symmetrical weibull distribution model.
Multim. Tools Appl.
Jinping Liu, Jiezhou He, Wuxia Zhang, Zhaohui Tang, Pengfei Xu, Weihua Gui
2018 J jnl
Characterization of Complex Image Spatial Structures Based on Symmetrical Weibull Distribution Model for Texture Pattern Classification.
Complex.
Jinping Liu, Jiezhou He, Zhaohui Tang, Pengfei Xu, Wuxia Zhang, Weihua Gui
2018 J jnl
TCvBsISM: Texture Classification via B-Splines-Based Image Statistical Modeling.
IEEE Access
Jinping Liu, Jiezhou He, Wuxia Zhang, Pengfei Xu, Zhaohui Tang
2017 J jnl
Interactive image segmentation with a regression based ensemble learning paradigm.
Frontiers Inf. Technol. Electron. Eng.
Jin Zhang, Zhaohui Tang, Wei-Hua Gui, Qing Chen, Jinping Liu
2016 J jnl
Quality-Related Monitoring and Grading of Granulated Products by Weibull-Distribution Modeling of Visual Images with Semi-Supervised Learning.
Sensors
Jinping Liu, Zhaohui Tang, Pengfei Xu, Wenzhong Liu, Jin Zhang, Jianyong Zhu
2016 J jnl
Toward Automated Quality Classification via Statistical Modeling of Grain Images for Rice Processing Monitoring.
Int. J. Comput. Intell. Syst.
Jinping Liu, Zhaohui Tang, Qing Chen, Pengfei Xu, Wenzhong Liu, Jianyong Zhu
2013 J jnl
Machine Vision Based Production Condition Classification and Recognition for Mineral Flotation Process Monitoring.
Int. J. Comput. Intell. Syst.
Jinping Liu, Weihua Gui, Zhaohui Tang, Huosheng Hu, Jianyong Zhu
2009 — conf
Multi-view Face Detection Using Six Segmented Rectangular Features.
ISNN (4)
Jean Paul Niyoyita, Zhaohui Tang, Jinping Liu