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2020 – today
- 2025
[j33]Zihao Lei, Feiyu Tian, Yu Su, Guangrui Wen, Ke Feng, Xuefeng Chen, Michael Beer, Chunsheng Yang:
Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditions. Reliab. Eng. Syst. Saf. 255: 110684 (2025)- 2024
- [j32]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): 9723-9740 (2024) - [j31]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): 1-16 (2024) - [j30]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): 92:1-92:34 (2024) - [j29]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: 107562 (2024) - [j28]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): 106960 (2024) - [j27]Qiuyu Zhang, Lipeng Wang, Hao Meng, Zhi Zhang, Chunsheng Yang:
Ship Detection in Maritime Scenes under Adverse Weather Conditions. Remote. Sens. 16(9): 1567 (2024) - [j26]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: 109695 (2024) - [c54]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: 1-6 - [i7]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 abs/2401.00393 (2024) - [i6]Fengchuang Xing, Xiaowen Shi, Yuan-Gen Wang, Chunsheng Yang:
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal. CoRR abs/2405.07582 (2024) - [i5]Rahatara Ferdousi, M. Anwar Hossain, Chunsheng Yang, Abdulmotaleb El-Saddik:
DefectTwin: When LLM Meets Digital Twin for Railway Defect Inspection. CoRR abs/2409.06725 (2024) - [i4]Ao-Xiang Zhang, Yu Ran, Weixuan Tang, Yuan-Gen Wang, Qingxiao Guan, Chunsheng Yang:
Secure Video Quality Assessment Resisting Adversarial Attacks. CoRR abs/2410.06866 (2024) - 2023
- [j25]Sara Ghaboura, Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik:
Digital Twin for Railway: A Comprehensive Survey. IEEE Access 11: 120237-120257 (2023) - [j24]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: 1-17 (2023) - [c53]Yongwei Lin, Yucheng Long, Zhili Zhou, Yan Pang, Chunsheng Yang:
Towards Heterogeneous Federated Learning: Analysis, Solutions, and Future Directions. AIS&P (1) 2023: 172-189 - [c52]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: 430-445 - [c51]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: 1-6 - [i3]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 abs/2311.06916 (2023) - [i2]Rahatara Ferdousi, Mohammed Faisal, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik:
Exploring User Perceptions of Virtual Reality Scene Design in Metaverse Learning Environments. CoRR abs/2311.10256 (2023) - [i1]Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik:
A Reusable AI-Enabled Defect Detection System for Railway Using Ensembled CNN. CoRR abs/2311.14824 (2023) - 2022
- [j23]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): 1154 (2022) - [c50]Chunsheng Yang, Rahatara Ferdousi, Abdulmotaleb El-Saddik, Yifeng Li, Zheng Liu, Min Liao:
Lifetime Learning-enabled Modelling Framework for Digital Twin. CASE 2022: 1761-1766 - [c49]Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik:
RailTwin: A Digital Twin Framework For Railway. CASE 2022: 1767-1772 - [c48]Chunsheng Yang, Yifeng Li, Yubin Yang, Zheng Liu, Min Liao:
Transfer Learning-enabled Modelling Framework for Digital Twin. CSCWD 2022: 113-118 - [c47]Rahatara Ferdousi, Nabila Mabruba, Fedwa Laamarti, Abdulmotaleb El-Saddik, Chunsheng Yang:
Non-invasive Anemia Detection from Conjunctival Images. ICSM 2022: 189-201 - 2021
- [j22]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): 1934-1946 (2021) - [j21]Chunsheng Yang, Wen Gu, Takayuki Ito, Xiaohua Yang:
Machine learning-based consensus decision-making support for crowd-scale deliberation. Appl. Intell. 51(7): 4762-4773 (2021) - [j20]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): 227-234 (2021) - [j19]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): 346-355 (2021) - [j18]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: 1-13 (2021) - [c46]Yan Hao, Yuhong Guo, Chunsheng Yang:
Source-free Unsupervised Domain Adaptation with Surrogate Data Generation. BMVC 2021: 198 - [c45]Chunsheng Yang, Yuhong Guo, Yubin Yang, Xiaohua Yang:
Toward Lifetime Learning-based Predictive. CSCWD 2021: 139-143 - [c44]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: 1-4 - 2020
- [j17]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: 105495 (2020)
2010 – 2019
- 2019
- [j16]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: 18164-18171 (2019) - [j15]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: 178-185 (2019) - [c43]Burak Gunay, Zixiao Shi, Chunsheng Yang, Weiming Shen, Darwish Darwazeh:
An inquiry into the predictability of failure events in chillers and boilers. CASE 2019: 222-227 - [c42]Yunli Wang, Chunsheng Yang, Weiming Shen:
A Deep Learning Approach for Heating and Cooling Equipment Monitoring. CASE 2019: 228-234 - [c41]Yanmin Sun, Yan Liu, Chunsheng Yang:
Railway Joint Detection Using Deep Convolutional Neural Networks. CASE 2019: 235-240 - [c40]Chunsheng Yang, Wen Gu, Takayuki Ito:
Toward Case-based Reasoning Facilitation for Online Discussion in Deliberation. CSCWD 2019: 517-523 - [c39]Wen Gu, Ahmed Moustafa, Takayuki Ito, Minjie Zhang, Chunsheng Yang:
A Case-Based Reasoning Approach for Facilitating Online Discussions. PRICAI (3) 2019: 582-592 - 2018
- [j14]Xiaohui Yang, Hao Zhang, Lei Yang, Chunsheng Yang, Peter X. Liu:
A Joint Multi-Feature and Scale-Adaptive Correlation Filter Tracker. IEEE Access 6: 34246-34253 (2018) - [j13]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): 2516-2526 (2018) - [j12]Anyi Li, Xiaohui Yang, Huanyu Dong, Zihao Xie, Chunsheng Yang:
Machine Learning-Based Sensor Data Modeling Methods for Power Transformer PHM. Sensors 18(12): 4430 (2018) - 2017
- [j11]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): 227-239 (2017) - [j10]Chunsheng Yang, Eric Trudel, Yan Liu:
Machine learning-based methods for analyzing grade crossing safety. Clust. Comput. 20(2): 1625-1635 (2017) - [j9]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): 1765-1774 (2017) - [c38]Chunsheng Yang, Qiangqiang Chen, Weiming Shen, Burak Gunay:
Toward failure mode and effect analysis for heating, ventilation and air-conditioning. CSCWD 2017: 408-413 - 2016
- [c37]Peter X. Liu, Weiming Shen, Chunsheng Yang:
Preface. CSCWD 2016: 1 - [c36]Chunsheng Yang, Qiangqiang Chen, Yubin Yang, Nan Jiang:
Developing predictive models for time to failure estimation. CSCWD 2016: 133-138 - [c35]Eric Trudel, Chunsheng Yang, Yan Liu:
Data-driven modeling method for analyzing grade crossing safety. CSCWD 2016: 145-151 - [c34]Kun Zhuang, Chunsheng Yang, Yubin Yang, Jie Liu, Nan Jiang:
Intelligent stereo camera mobile platform for indoor service robot research. CSCWD 2016: 384-388 - [c33]Chunsheng Yang, Takayuki Ito, Yubin Yang, Jie Liu:
Developing machine learning-based models to estimate time to failure for PHM. ICPHM 2016: 1-6 - 2015
- [j8]Chunsheng Yang, Yanni Zou, Pinhua Lai, Nan Jiang:
Data mining-based methods for fault isolation with validated FMEA model ranking. Appl. Intell. 43(4): 913-923 (2015) - [j7]Jing-Quan Liu, Yue-Feng Rui, Xiaoyang Kang, Bin Yang, Xiang Chen, Chunsheng Yang:
A Novel Transdermal Power Transfer Device for the Application of Implantable Microsystems. Micromachines 6(3): 396-408 (2015) - [c32]Peter Lingyan Hu, Lei Xiao, Xiaoping Liu, Chunsheng Yang:
The haptic interaction in virtual surgery based sliding mode control. CSCWD 2015: 467-471 - [c31]Claudia Maria García, Yanni Zou, Chunsheng Yang:
Particle Filter-Based Model Fusion for Prognostics. IEA/AIE 2015: 63-73 - [c30]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: 692-701 - 2014
- [c29]Xiaoyang 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: 478-481 - [c28]Hongchang Tian, Jing-Quan Liu, Xiaoyang 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: 1571-1574 - [c27]Chunsheng Yang, Sylvain Létourneau, Hongyu Guo:
Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems. IEA/AIE (1) 2014: 188-197 - [c26]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: 198-207 - [c25]Hongyu Guo, Sylvain Létourneau, Chunsheng Yang:
A Data Driven Approach for Smart Lighting. IEA/AIE (2) 2014: 308-317 - 2013
- [c24]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: 360-363 - [c23]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: 466-469 - 2012
- [j6]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): 308-319 (2012) - [c22]Chunsheng Yang, Yubin Yang, Jie Liu:
Model Fusion-Based Batch Learning with Application to Oil Spills Detection. IEA/AIE 2012: 40-47 - 2011
- [c21]Chunsheng Yang, Sylvain Létourneau:
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels. IEA/AIE (1) 2011: 165-175
2000 – 2009
- 2009
- [j5]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): 255-266 (2009) - [c20]Yubin Yang, Wei Wei, Tong Lu, Yang Gao, Yao Zhang, Chunsheng Yang:
3D Scene Analysis Using UIMA Framework. IEA/AIE 2009: 369-378 - [c19]Yuhong Liu, Chunsheng Yang, Yubin Yang, Fuhua Oscar Lin, Xuanmin Du:
Case Learning in CBR-Based Agent Systems for Ship Collision Avoidance. PRIMA 2009: 542-551 - [c18]Julio J. Valdés, Sylvain Létourneau, Chunsheng Yang:
Data Fusion via Nonlinear Space Transformations. SNA 2009: 154-159 - 2008
- [j4]Chunsheng Yang, Benoit Farley, Robert Orchard:
Automated case creation and management for diagnostic CBR systems. Appl. Intell. 28(1): 17-28 (2008) - [c17]Yuhong Liu, Chunsheng Yang, Xuanmin Du:
A CBR-Based Approach for Ship Collision Avoidance. IEA/AIE 2008: 687-697 - [c16]Yuhong Liu, Chunsheng Yang, Xuanmin Du:
Multi-agent Planning for Ship Collision Avoidance. RAM 2008: 549-554 - 2007
- [c15]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: 81-87 - [c14]Yuhong Liu, Chunsheng Yang, Xuanmin Du:
A Multiagent-Based Simulation System for Ship Collision Avoidance. ICIC (1) 2007: 316-326 - [c13]Chunsheng Yang, Sylvain Létourneau:
Model evaluation for prognostics: estimating cost saving for the end users. ICMLA 2007: 304-309 - [c12]Chengtao Cai, Chunsheng Yang, Qidan Zhu, Yanhua Liang:
A fuzzy-based collision avoidance approach for multi-robot systems. ROBIO 2007: 1012-1017 - 2006
- [j3]Robert Orchard, Chunsheng Yang:
Introduction. Appl. Intell. 24(2): 107-108 (2006) - [j2]Hong Lin, Chunsheng Yang:
Specifying distributed multi-agent systems in chemical reaction metaphor. Appl. Intell. 24(2): 155-168 (2006) - [c11]Chunsheng Yang, Hong Lin, Fuhua Oscar Lin:
Designing Multiagent-Based Education Systems for Navigation Training. IEEE ICCI 2006: 495-501 - [c10]Hong Lin, Chunsheng Yang:
Specification of Multi-Agent Systems in the Gamma Language. CCECE 2006: 1372-1375 - 2005
- [c9]Chunsheng Yang:
Initial probe on the development of e-commerce. ICEC 2005: 73-74 - [c8]Mike Hogeboom, Fuhua Oscar Lin, Larbi Esmahi, Chunsheng Yang:
Constructing Knowledge Bases for e-Learning Using Protege 2000 and Web Services. AINA 2005: 215-220 - [c7]Chunsheng Yang, Sylvain Létourneau:
Learning to predict train wheel failures. KDD 2005: 516-525 - 2004
- [c6]Hong Lin, Chunsheng Yang:
Chemical Reaction Metaphor in Distributed Learning Environments. IEA/AIE 2004: 857-866 - [e1]Robert Orchard, Chunsheng Yang, Moonis Ali:
Innovations in Applied Artificial Intelligence, 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. Proceedings. Lecture Notes in Computer Science 3029, Springer 2004, ISBN 3-540-22007-0 [contents] - 2003
- [j1]Chunsheng Yang, Chongli Zhong:
Modified Connectivity Indices and Their Application to QSPR Study. J. Chem. Inf. Comput. Sci. 43(6): 1998-2004 (2003) - [c5]Chunsheng Yang, Robert Orchard, Benoit Farley, Marvin Zaluski:
Automated Case Base Creation and Management. IEA/AIE 2003: 123-133 - [c4]Chunsheng Yang, Robert Orchard, Benoit Farley, Marvin Zaluski:
Authoring Cases from Free-Text Maintenance Data. MLDM 2003: 131-140 - 2001
- [c3]Chunsheng Yang, Sieu Phan:
PMS: A PVC Management System for ATM Networks. ICN (2) 2001: 836-844 - [c2]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: 941-948 - 2000
- [c1]Chunsheng Yang, Kuniji Kose, Sieu Phan, Pikuei Kuo:
A Simulation-Based Procedure for Expert System Evaluation. IEA/AIE 2000: 149-159
Coauthor Index
Yu-Bin Yang
aka: Yubin Yang
aka: Yubin Yang
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