Chunsheng Yang

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 51

Top Topics

Cauchy Mutation

Defect Detection

Image Generation

Machine Learning

Top Venues

Publications

Wentao Mao, Wen Zhang, Ke Feng, Michael Beer, Chunsheng Yang
Tensor representation-based transferability analytics and selective transfer learning of prognostic knowledge for remaining useful life prediction across machines. Reliab. Eng. Syst. Saf. 242 (2024)
Rahatara Ferdousi, Chunsheng Yang, M. Anwar Hossain, Fedwa Laamarti, M. Shamim Hossain, Abdulmotaleb El-Saddik
Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect Detection. CoRR (2024)
Rahatara Ferdousi, Chunsheng Yang, M. Anwar Hossain, Fedwa Laamarti, M. Shamim Hossain, Abdulmotaleb El-Saddik
Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Railway Defect Detection. Cogn. Comput. 16 (5) (2024)
Li Hu, Anli Yan, Hongyang Yan, Jin Li, Teng Huang, Yingying Zhang, Changyu Dong, Chunsheng Yang
Defenses to Membership Inference Attacks: A Survey. ACM Comput. Surv. 56 (4) (2024)
Fengchuang Xing, Xiaowen Shi, Yuan-Gen Wang, Chunsheng Yang
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal. CoRR (2024)
Fan Zhenyao, Wang Lipeng, Meng Hao, Chunsheng Yang
Data-based deep reinforcement learning and active FTC for unmanned surface vehicles. J. Frankl. Inst. 361 (11) (2024)
Long Wen, Guang Yang, Longxin Hu, Chunsheng Yang, Ke Feng
A new unsupervised health index estimation method for bearings early fault detection based on Gaussian mixture model. Eng. Appl. Artif. Intell. 128 (2024)
Qiuyu Zhang, Lipeng Wang, Hao Meng, Zhi Zhang, Chunsheng Yang
Ship Detection in Maritime Scenes under Adverse Weather Conditions. Remote. Sens. 16 (9) (2024)
Rahatara Ferdousi, Mohammed Faisal, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik
Exploring User Perceptions of Virtual Reality Scene Design in Metaverse Learning Environments. ICCE (2024)
Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik
A reusable AI-enabled defect detection system for railway using ensembled CNN. Appl. Intell. 54 (20) (2024)
Mohammad Ashraf, Sima Hamedifar, Shichao Liu, Chunsheng Yang, Alanoud Alrasheedi
Multi-agent Reinforcement Learning Based User-Centric Demand Response with Non-intrusive Load Monitoring. AIS&P (1) (2023)
Rahatara Ferdousi, Mohammed Faisal, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik
Exploring User Perceptions of Virtual Reality Scene Design in Metaverse Learning Environments. CoRR (2023)
Jiatong Ling, Ke Feng, Teng Wang, Min Liao, Chunsheng Yang, Zheng Liu
Data Modeling Techniques for Pipeline Integrity Assessment: A State-of-the-Art Survey. IEEE Trans. Instrum. Meas. 72 (2023)
Yongwei Lin, Yucheng Long, Zhili Zhou, Yan Pang, Chunsheng Yang
Towards Heterogeneous Federated Learning: Analysis, Solutions, and Future Directions. AIS&P (1) (2023)
Ling Bai, Rakiba Rayhana, Zheng Liu, Chunsheng Yang, Min Liao, George Xiao
Systematic Sensor Data-Driven Analysis Pipeline for Anomaly Monitoring of Bridges and Rails. SAS (2023)
Shouhua Zhang, Jiehan Zhou, Xue Ma, Chenglin Wen, Susanna Pirttikangas, Chen Yu, Weishan Zhang, Chunsheng Yang
TSViT: A Time Series Vision Transformer for Fault Diagnosis. CoRR (2023)
Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik
A Reusable AI-Enabled Defect Detection System for Railway Using Ensembled CNN. CoRR (2023)
Sara Ghaboura, Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik
Digital Twin for Railway: A Comprehensive Survey. IEEE Access 11 (2023)
Chunsheng Yang, Rahatara Ferdousi, Abdulmotaleb El-Saddik, Yifeng Li, Zheng Liu, Min Liao
Lifetime Learning-enabled Modelling Framework for Digital Twin. CASE (2022)
Chunsheng Yang, Yifeng Li, Yubin Yang, Zheng Liu, Min Liao
Transfer Learning-enabled Modelling Framework for Digital Twin. CSCWD (2022)
Shihu Liu, Yingjie Liu, Chunsheng Yang, Li Deng
Relative Entropy of Distance Distribution Based Similarity Measure of Nodes in Weighted Graph Data. Entropy 24 (8) (2022)
Rahatara Ferdousi, Nabila Mabruba, Fedwa Laamarti, Abdulmotaleb El-Saddik, Chunsheng Yang
Non-invasive Anemia Detection from Conjunctival Images. ICSM (2022)
Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik
RailTwin: A Digital Twin Framework For Railway. CASE (2022)
Qiangqiang Cheng, Pengyu Sun, Chunsheng Yang, Runqiao Yu, Peter Xiaoping Liu
Forecasting and simulation of cutting force in virtual surgery based on particle filtering. Appl. Intell. 51 (4) (2021)
Yiqi Yan, Shichao Liu, Chunsheng Yang, Runqiao Yu, Qiangqiang Cheng
Experimental study on the stress and magnetic behavior of non-ferromagnetic materials in weak magnetic field. ISIE (2021)
Chunsheng Yang, Wen Gu, Takayuki Ito, Xiaohua Yang
Machine learning-based consensus decision-making support for crowd-scale deliberation. Appl. Intell. 51 (7) (2021)
Ari Aharari, Chunsheng Yang
Development of IoT-based smart agriculture monitoring system for red radish plants production. Int. J. Reason. based Intell. Syst. 13 (4) (2021)
Yan Hao, Yuhong Guo, Chunsheng Yang
Source-free Unsupervised Domain Adaptation with Surrogate Data Generation. BMVC (2021)
Qiangqiang Cheng, Yiqi Yan, Pengyu Sun, Runqiao Yu, Chunsheng Yang, Peter Xiaoping Liu
A New Micro-Magnetic Method for Monitoring and Analyzing the Tensile Stress Damage State of Brass. IEEE Trans. Instrum. Meas. 70 (2021)
Chunsheng Yang, Burak Gunay, Zixiao Shi, Weiming Shen
Machine Learning-Based Prognostics for Central Heating and Cooling Plant Equipment Health Monitoring. IEEE Trans Autom. Sci. Eng. 18 (1) (2021)
Chunsheng Yang, Yuhong Guo, Yubin Yang, Xiaohua Yang
Toward Lifetime Learning-based Predictive. CSCWD (2021)
Qiangqiang Cheng, Pengyu Sun, Chunsheng Yang, Yubin Yang, Peter Xiaoping Liu
A morphing-Based 3D point cloud reconstruction framework for medical image processing. Comput. Methods Programs Biomed. 193 (2020)
Burak Gunay, Zixiao Shi, Chunsheng Yang, Weiming Shen, Darwish Darwazeh
An inquiry into the predictability of failure events in chillers and boilers. CASE (2019)
Wen Gu, Ahmed Moustafa, Takayuki Ito, Minjie Zhang, Chunsheng Yang
A Case-Based Reasoning Approach for Facilitating Online Discussions. PRICAI (3) (2019)
Yanmin Sun, Yan Liu, Chunsheng Yang
Railway Joint Detection Using Deep Convolutional Neural Networks. CASE (2019)
Yunli Wang, Chunsheng Yang, Weiming Shen
A Deep Learning Approach for Heating and Cooling Equipment Monitoring. CASE (2019)
Xiaohui Yang, Songhong Rui, Xiaolong Zhang, Shaoping Xu, Chunsheng Yang, Peter X. Liu
Fault Diagnosis in Chemical Processes Based on Class-Incremental FDA and PCA. IEEE Access 7 (2019)
Xiaohui Yang, Wenkai Chen, Anyi Li, Chunsheng Yang, Zihao Xie, Huanyu Dong
BA-PNN-based methods for power transformer fault diagnosis. Adv. Eng. Informatics 39 (2019)
Chunsheng Yang, Wen Gu, Takayuki Ito
Toward Case-based Reasoning Facilitation for Online Discussion in Deliberation. CSCWD (2019)
Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Qiangqiang Cheng
Particle filtering-based methods for time to failure estimation with a real-world prognostic application. Appl. Intell. 48 (8) (2018)
Xiaohui Yang, Hao Zhang, Lei Yang, Chunsheng Yang, Peter X. Liu
A Joint Multi-Feature and Scale-Adaptive Correlation Filter Tracker. IEEE Access 6 (2018)
Anyi Li, Xiaohui Yang, Huanyu Dong, Zihao Xie, Chunsheng Yang
Machine Learning-Based Sensor Data Modeling Methods for Power Transformer PHM. Sensors 18 (12) (2018)
Chunsheng Yang, Qiangqiang Chen, Weiming Shen, Burak Gunay
Toward failure mode and effect analysis for heating, ventilation and air-conditioning. CSCWD (2017)
Chunsheng Yang, Eric Trudel, Yan Liu
Machine learning-based methods for analyzing grade crossing safety. Clust. Comput. 20 (2) (2017)
Yanni Zou, Peter X. Liu, Chunsheng Yang, Chunquan Li, Qiangqiang Cheng
Collision detection for virtual environment using particle swarm optimization with adaptive cauchy mutation. Clust. Comput. 20 (2) (2017)
Chunsheng Yang, Sylvain Létourneau, Jie Liu, Qiangqiang Chen, Yubin Yang
Machine learning-based methods for TTF estimation with application to APU prognostics. Appl. Intell. 46 (1) (2017)
Chunsheng Yang, Takayuki Ito, Yubin Yang, Jie Liu
Developing machine learning-based models to estimate time to failure for PHM. ICPHM (2016)
Peter X. Liu, Weiming Shen, Chunsheng Yang
Preface. CSCWD (2016)
Chunsheng Yang, Qiangqiang Chen, Yubin Yang, Nan Jiang
Developing predictive models for time to failure estimation. CSCWD (2016)
Eric Trudel, Chunsheng Yang, Yan Liu
Data-driven modeling method for analyzing grade crossing safety. CSCWD (2016)
Kun Zhuang, Chunsheng Yang, Yubin Yang, Jie Liu, Nan Jiang
Intelligent stereo camera mobile platform for indoor service robot research. CSCWD (2016)
Chunsheng Yang, Qingfeng Lou, Jie Liu, Hongyu Guo, Yun Bai
Particle Filter-Based Approach to Estimate Remaining Useful Life for Predictive Maintenance. IEA/AIE (2015)
Peter Lingyan Hu, Lei Xiao, Xiaoping Liu, Chunsheng Yang
The haptic interaction in virtual surgery based sliding mode control. CSCWD (2015)
Jing-Quan Liu, Yue-Feng Rui, Xiao-Yang Kang, Bin Yang, Xiang Chen, Chunsheng Yang
A Novel Transdermal Power Transfer Device for the Application of Implantable Microsystems. Micromachines 6 (3) (2015)
Chunsheng Yang, Yanni Zou, Pinhua Lai, Nan Jiang
Data mining-based methods for fault isolation with validated FMEA model ranking. Appl. Intell. 43 (4) (2015)
Claudia Maria García, Yanni Zou, Chunsheng Yang
Particle Filter-Based Model Fusion for Prognostics. IEA/AIE (2015)
Hongyu Guo, Sylvain Létourneau, Chunsheng Yang
A Data Driven Approach for Smart Lighting. IEA/AIE (2) (2014)
Hongchang Tian, Jing-Quan Liu, Xiao-Yang Kang, Dai-Xu Wei, Chuan Zhang, Jing-Cheng Du, Bin Yang, Xiang Chen, Chunsheng Yang
Poly(3, 4-ethylenedioxythiophene)/graphene oxide composite coating for electrode-tissue interface. EMBC (2014)
Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Yun Bai
Particle Filter-Based Method for Prognostics with Application to Auxiliary Power Unit. IEA/AIE (1) (2014)
Chunsheng Yang, Sylvain Létourneau, Hongyu Guo
Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems. IEA/AIE (1) (2014)
Xiao-Yang Kang, Jing-Quan Liu, Hongchang Tian, Bin Yang, Yanna NuLi, Chunsheng Yang
Fabrication and electrochemical comparison of SIROF-AIROF-EIROF microelectrodes for neural interfaces. EMBC (2014)
Chuan Zhang, Jing-Quan Liu, Hongchang Tian, Xiaoyang Kang, Yue-Feng Rui, Bin Yang, Hongying Zhu, Chunsheng Yang
Control of swimming in crucian carp: Stimulation of the brain using an implantable wire electrode. NEMS (2013)
Ting-Ting Wu, Jing-Quan Liu, Shui-Dong Jiang, Bin Xu, Bin Yang, Hongying Zhu, Chunsheng Yang
Electrical properties of micro-heaters using sputtered NiCr thin film. NEMS (2013)
Yuhong Liu, Chunsheng Yang, Yubin Yang, Fuhua Oscar Lin, Xuanmin Du, Takayuki Ito
Case learning for CBR-based collision avoidance systems. Appl. Intell. 36 (2) (2012)
Chunsheng Yang, Yubin Yang, Jie Liu
Model Fusion-Based Batch Learning with Application to Oil Spills Detection. IEA/AIE (2012)
Chunsheng Yang, Sylvain Létourneau
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels. IEA/AIE (1) (2011)
Chunsheng Yang, Sylvain Létourneau
Two-stage classifications for improving time-to-failure estimates: a case study in prognostic of train wheels. Appl. Intell. 31 (3) (2009)
Julio J. Valdés, Sylvain Létourneau, Chunsheng Yang
Data Fusion via Nonlinear Space Transformations. SNA (2009)
Yuhong Liu, Chunsheng Yang, Yubin Yang, Fuhua Oscar Lin, Xuanmin Du
Case Learning in CBR-Based Agent Systems for Ship Collision Avoidance. PRIMA (2009)
Yubin Yang, Wei Wei, Tong Lu, Yang Gao, Yao Zhang, Chunsheng Yang
3D Scene Analysis Using UIMA Framework. IEA/AIE (2009)
Yuhong Liu, Chunsheng Yang, Xuanmin Du
Multi-agent Planning for Ship Collision Avoidance. RAM (2008)
Chunsheng Yang, Benoit Farley, Robert Orchard
Automated case creation and management for diagnostic CBR systems. Appl. Intell. 28 (1) (2008)
Yuhong Liu, Chunsheng Yang, Xuanmin Du
A CBR-Based Approach for Ship Collision Avoidance. IEA/AIE (2008)
Sylvain Létourneau, Chunsheng Yang, Zhenkai Liu
On-Demand Regression to Improve Preciseness of Time to Failure Predictions. AAAI Fall Symposium: Artificial Intelligence for Prognostics (2007)
Chengtao Cai, Chunsheng Yang, Qidan Zhu, Yanhua Liang
A fuzzy-based collision avoidance approach for multi-robot systems. ROBIO (2007)
Chunsheng Yang, Sylvain Létourneau
Model evaluation for prognostics: estimating cost saving for the end users. ICMLA (2007)
Yuhong Liu, Chunsheng Yang, Xuanmin Du
A Multiagent-Based Simulation System for Ship Collision Avoidance. ICIC (1) (2007)
Hong Lin, Chunsheng Yang
Specification of Multi-Agent Systems in the Gamma Language. CCECE (2006)
Hong Lin, Chunsheng Yang
Specifying distributed multi-agent systems in chemical reaction metaphor. Appl. Intell. 24 (2) (2006)
Chunsheng Yang, Hong Lin, Fuhua Oscar Lin
Designing Multiagent-Based Education Systems for Navigation Training. IEEE ICCI (2006)
Robert Orchard, Chunsheng Yang
Introduction. Appl. Intell. 24 (2) (2006)
Mike Hogeboom, Fuhua Oscar Lin, Larbi Esmahi, Chunsheng Yang
Constructing Knowledge Bases for e-Learning Using Protege 2000 and Web Services. AINA (2005)
Chunsheng Yang
Initial probe on the development of e-commerce. ICEC (2005)
Chunsheng Yang, Sylvain Létourneau
Learning to predict train wheel failures. KDD (2005)
Hong Lin, Chunsheng Yang
Chemical Reaction Metaphor in Distributed Learning Environments. IEA/AIE (2004)
Chunsheng Yang, Robert Orchard, Benoit Farley, Marvin Zaluski
Automated Case Base Creation and Management. IEA/AIE (2003)
Chunsheng Yang, Chongli Zhong
Modified Connectivity Indices and Their Application to QSPR Study. J. Chem. Inf. Comput. Sci. 43 (6) (2003)
Chunsheng Yang, Robert Orchard, Benoit Farley, Marvin Zaluski
Authoring Cases from Free-Text Maintenance Data. MLDM (2003)
Chunsheng Yang, Sieu Phan, Pikuei Kuo, Fuhua Oscar Lin
Applying Collision Avoidance Expert System to Navigation Training Systems as an Intelligent Tutor. IEA/AIE (2001)
Chunsheng Yang, Sieu Phan
PMS: A PVC Management System for ATM Networks. ICN (2) (2001)
Chunsheng Yang, Kuniji Kose, Sieu Phan, Pikuei Kuo
A Simulation-Based Procedure for Expert System Evaluation. IEA/AIE (2000)