Jinping Liu

According to our database, Jinping Liu authored at least 46 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Graph-guided topic modeling and multi-level context-aware framework for automated radiology report generation.

Jinping Liu, Youkun Deng, Jiayu Liu, Dianyi Song, Xiaohui Duan, Jinxiu Li

Biomed. Signal Process. Control., 2026

2025

Semi-Heterogeneous Graph-Perception Network With Gradient-Weighted Class Activation Mapping for Class-Incremental Industrial Fault Recognition and Root Cause Diagnosis.

Jinping Liu, Sheng Chen, Meiling Cai, Haidong Shao, Weihua Gui

IEEE Trans. Neural Networks Learn. Syst., September, 2025

Global receptive field graph attention network for unsupervised domain adaptation fault diagnosis in variable operating conditions.

Meiling Cai, Sheng Chen, Jinping Liu, Yimei Yang, Lihui Cen

J. Intell. Manuf., June, 2025

Small Sample-Oriented Variable Working Condition Fault Diagnosis via Nondata-Enhanced Multicategory Contrastive Learning.

Jinping Liu, Tiantian Zhong, Yunlian Liu, Lihui Cen, Haidong Shao

IEEE Trans. Instrum. Meas., 2025

CM-MCNet: Convolution and multilayer perceptron-integrated multiscale coordinate network for infrared and visible image fusion.

Jinping Liu, Shiyi Liu, Lijuan Huang, Lihui Cen

Pattern Recognit., 2025

Model-agnostic counterfactual explanation: A feature weights-based comprehensive causal multi-objective counterfactual framework.

Jinping Liu, Xiaoqiang Wu, Shiyi Liu, Subo Gong

Expert Syst. Appl., 2025

2024

Small samples-oriented intrinsically explainable machine learning using Variational Bayesian Logistic Regression: An intensive care unit readmission prediction case for liver transplantation patients.

Jinping Liu, Xiaoqiang Wu, Yongming Xie, Zhaohui Tang, Yongfang Xie, Subo Gong

Expert Syst. Appl., January, 2024

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.

Jinping Liu, Junqi Zhao, Lihui Cen, Xiaoqiang Wu, Juanjuan Wu, Kun Zhang, Ying Zhou

IEEE Trans. Instrum. Meas., 2024

SDSDet: A real-time object detector for small, dense, multi-scale remote sensing objects.

Jinping Liu, Kunyi Zheng, Xianyi Liu, Pengfei Xu, Ying Zhou

Image Vis. Comput., 2024

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.

Pengfei Xu, Lekang Tian, Jinping Liu, Di Luo, Hadi Jahanshahi

Eng. Appl. Artif. Intell., 2024

Unsupervised domain adaptation multi-level adversarial learning-based crossing-domain retinal vessel segmentation.

Jinping Liu, Junqi Zhao, Jingri Xiao, Gangjin Zhao, Pengfei Xu, Yimei Yang, Subo Gong

Comput. Biol. Medicine, 2024

Dual-stream fusion network with multi-head self-attention for multi-modal fake news detection.

Yimei Yang, Jinping Liu, Yujun Yang, Lihui Cen

Appl. Soft Comput., 2024

Learning model predictive control of nonlinear systems with time-varying parameters using Koopman operator.

Zhong Chen, Xiaofang Chen, Jinping Liu, Lihui Cen, Weihua Gui

Appl. Math. Comput., 2024

2023

DRKPCA-VBGMM: fault monitoring via dynamically-recursive kernel principal component analysis with variational Bayesian Gaussian mixture model.

Meiling Cai, Yaqin Shi, Jinping Liu, Jean Paul Niyoyita, Hadi Jahanshahi, Ayman A. Aly

J. Intell. Manuf., August, 2023

Flow measurement data quality improvement-oriented optimal flow sensor configuration.

Jinping Liu, Longcheng Xu, Yiyun Hu, Hadi Jahanshahi

Swarm Evol. Comput., July, 2023

Toward Right Ventricle Segmentation in Cardiac MRIs via Feature Multiplexing and Multiscale Weighted Convolution.

Jinping Liu, Mengke Li, Subo Gong, Ardashir Mohammadzadeh, Guanyi Yang

IEEE J. Biomed. Health Informatics, June, 2023

A novel self-learning fuzzy predictive control method for the cement mill: Simulation and experimental validation.

Tianyu Ma, Zhipeng Li, Jinping Liu, Abdulhameed F. Alkhateeb, Hadi Jahanshahi

Eng. Appl. Artif. Intell., April, 2023

Fault Diagnosis of Laminar Cooling Roller Motor Based on Morphological Recognition and Combination Patterns Mining of Multicurrent Signatures.

Tianyu Ma, Siya Liu, Jinping Liu, Zhiwei Zheng, Zhipeng Li, Weihua Gui

IEEE Trans. Instrum. Meas., 2023

Toward Automated Right Ventricle Segmentation via Edge Feature-Induced Self-Attention Multiscale Feature Aggregation Full Convolution Network.

Jinping Liu, Mengke Li, Quanquan Gao, Subo Gong, Zhaohui Tang, Yongfang Xie, Ardashir Mohammadzadeh

IEEE Trans. Instrum. Meas., 2023

Toward Robust Fault Identification of Complex Industrial Processes Using Stacked Sparse-Denoising Autoencoder With Softmax Classifier.

Jinping Liu, Longcheng Xu, Yongfang Xie, Tianyu Ma, Jie Wang, Zhaohui Tang, Weihua Gui, Huazhan Yin, Hadi Jahanshahi

IEEE Trans. Cybern., 2023

2022

Frame-Dilated Convolutional Fusion Network and GRU-Based Self-Attention Dual-Channel Network for Soft-Sensor Modeling of Industrial Process Quality Indexes.

Jinping Liu, Jiezhou He, Zhaohui Tang, Yongfang Xie, Weihua Gui, Tianyu Ma, Hadi Jahanshahi, Ayman A. Aly

IEEE Trans. Syst. Man Cybern. Syst., 2022

MWRSPCA: online fault monitoring based on moving window recursive sparse principal component analysis.

Jinping Liu, Jie Wang, Xianfeng Liu, Tianyu Ma, Zhaohui Tang

J. Intell. Manuf., 2022

Toward robust process monitoring of complex process industries based on denoising sparse auto-encoder.

Jinping Liu, Juanjuan Wu, Yongfang Xie, Wang Jie, Pengfei Xu, Zhaohui Tang, Huazhan Yin

J. Ind. Inf. Integr., 2022

MCG&BA-Net: Retinal vessel segmentation using multiscale context gating and breakpoint attention.

Pengfei Xu, Gangjing Zhao, Jinping Liu, Hadi Jahanshahi, Zhaohui Tang, Subo Gong

IET Image Process., 2022

2021

Learning Local Gabor Pattern-Based Discriminative Dictionary of Froth Images for Flotation Process Working Condition Monitoring.

Jinping Liu, Shuangshuang Zhao, Yongfang Xie, Weihua Gui, Zhaohui Tang, Tianyu Ma, Jean Paul Niyoyita

IEEE Trans. Ind. Informatics, 2021

Illumination-Invariant Flotation Froth Color Measuring via Wasserstein Distance-Based CycleGAN With Structure-Preserving Constraint.

Jinping Liu, Jiezhou He, Yongfang Xie, Weihua Gui, Zhaohui Tang, Tianyu Ma, Junbin He, Jean Paul Niyoyita

IEEE Trans. Cybern., 2021

Steel Wire Rope Surface Defect Detection Based on Segmentation Template and Spatiotemporal Gray Sample Set.

Guoyong Zhang, Zhaohui Tang, Ying Fan, Jinping Liu, Hadi Jahanshahi, Ayman A. Aly

Sensors, 2021

Automated cardiac segmentation of cross-modal medical images using unsupervised multi-domain adaptation and spatial neural attention structure.

Jinping Liu, Hui Liu, Subo Gong, Zhaohui Tang, Yongfang Xie, Huazhan Yin, Jean Paul Niyoyita

Medical Image Anal., 2021

A Caputo-Fabrizio Fractional-Order Model of HIV/AIDS with a Treatment Compartment: Sensitivity Analysis and Optimal Control Strategies.

Hua Wang, Hadi Jahanshahi, Miao-Kun Wang, Stelios D. Bekiros, Jinping Liu, Ayman A. Aly

Entropy, 2021

Synchronization of the Glycolysis Reaction-Diffusion Model via Linear Control Law.

Adel Ouannas, Iqbal M. Batiha, Stelios D. Bekiros, Jinping Liu, Hadi Jahanshahi, Ayman A. Aly, Abdulaziz H. Alghtani

Entropy, 2021

Novelty Detection-Based Automated Anomaly Identification via Optimized Deep Generative Model.

Lianye Liu, Jinping Liu, Juanjuan Wu, Jiaming Zhou, Meiling Cai

Proceedings of the Big Data - 9th CCF Conference, 2021

2020

Online Monitoring of Flotation Froth Bubble-Size Distributions via Multiscale Deblurring and Multistage Jumping Feature-Fused Full Convolutional Networks.

Jinping Liu, Quanquan Gao, Zhaohui Tang, Yongfang Xie, Weihua Gui, Tianyu Ma, Jean Paul Niyoyita

IEEE Trans. Instrum. Meas., 2020

Toward Flotation Process Operation-State Identification via Statistical Modeling of Biologically Inspired Gabor Filtering Responses.

Jinping Liu, Jiaming Zhou, Zhaohui Tang, Weihua Gui, Yongfang Xie, Jiezhou He, Tianyu Ma, Jean Paul Niyoyita

IEEE Trans. Cybern., 2020

Adaptive intrusion detection via GA-GOGMM-based pattern learning with fuzzy rough set-based attribute selection.

Jinping Liu, Wuxia Zhang, Zhaohui Tang, Yongfang Xie, Tianyu Ma, Jingjing Zhang, Guoyong Zhang, Jean Paul Niyoyita

Expert Syst. Appl., 2020

Toward security monitoring of industrial Cyber-Physical systems via hierarchically distributed intrusion detection.

Jinping Liu, Wuxia Zhang, Tianyu Ma, Zhaohui Tang, Yongfang Xie, Weihua Gui, Jean Paul Niyoyita

Expert Syst. Appl., 2020

FoGDbED: Fractional-order Gaussian derivatives-based edge-relevant structure detection using Caputo-Fabrizio definition.

Guoyong Zhang, Jinping Liu, Jie Wang, Zhaohui Tang, Yongfang Xie, Junbin He, Tianyu Ma, Jean Paul Niyoyita

Digit. Signal Process., 2020

STA-APSNFIS: STA-Optimized Adaptive Pre-Sparse Neuro-Fuzzy Inference System for Online Soft Sensor Modeling.

Jinping Liu, Churong Jiang, Jiezhou He, Zhaohui Tang, Yongfang Xie, Pengfei Xu

IEEE Access, 2020

2019

Texture pattern classification based on probability density function estimation of the image spatial structure feature with symmetrical weibull distribution model.

Jinping Liu, Jiezhou He, Wuxia Zhang, Zhaohui Tang, Pengfei Xu, Weiha Gui

Multim. Tools Appl., 2019

ANID-SEoKELM: Adaptive network intrusion detection based on selective ensemble of kernel ELMs with random features.

Jinping Liu, Jiezhou He, Wuxia Zhang, Tianyu Ma, Zhaohui Tang, Jean Paul Niyoyita, Weihua Gui

Knowl. Based Syst., 2019

2018

Characterization of Complex Image Spatial Structures Based on Symmetrical Weibull Distribution Model for Texture Pattern Classification.

Jinping Liu, Jiezhou He, Zhaohui Tang, Pengfei Xu, Wuxia Zhang, Weihua Gui

Complex., 2018

TCvBsISM: Texture Classification via B-Splines-Based Image Statistical Modeling.

Jinping Liu, Jiezhou He, Wuxia Zhang, Pengfei Xu, Zhaohui Tang

IEEE Access, 2018

2017

Interactive image segmentation with a regression based ensemble learning paradigm.

Jin Zhang, Zhaohui Tang, Wei-Hua Gui, Qing Chen, Jinping Liu

Frontiers Inf. Technol. Electron. Eng., 2017

2016

Quality-Related Monitoring and Grading of Granulated Products by Weibull-Distribution Modeling of Visual Images with Semi-Supervised Learning.

Jinping Liu, Zhaohui Tang, Pengfei Xu, Wenzhong Liu, Jin Zhang, Jianyong Zhu

Sensors, 2016

Toward Automated Quality Classification via Statistical Modeling of Grain Images for Rice Processing Monitoring.

Jinping Liu, Zhaohui Tang, Qing Chen, Pengfei Xu, Wenzhong Liu, Jianyong Zhu

Int. J. Comput. Intell. Syst., 2016

2013

Machine Vision Based Production Condition Classification and Recognition for Mineral Flotation Process Monitoring.

Jinping Liu, Weihua Gui, Zhaohui Tang, Huosheng Hu, Jianyong Zhu

Int. J. Comput. Intell. Syst., 2013

2009

Multi-view Face Detection Using Six Segmented Rectangular Features.

Jean Paul Niyoyita, Zhaohui Tang, Jinping Liu

Proceedings of the Sixth International Symposium on Neural Networks, 2009