Shumei Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 32

Top Topics

Fault Detection

Feature Analysis

Subspace Analysis

Social Media Data

Top Venues

IEEE Trans. Ind. Informatics

Intelligent Environments (Workshops)

IEEE Trans. Instrum. Meas.

Publications

Shumei Zhang, Sijia Wang, Feng Dong
Generalized Gaussian Distribution-Based Interval Principal Component Analysis (GGD-IPCA) for Anomaly Detection of Processes With Uncertainty. IEEE Trans. Instrum. Meas. 73 (2024)
Linghan Li, Xinyi Han, Feng Dong, Shumei Zhang
Zero-Shot State Identification of Industrial Gas-Liquid Two-Phase Flow via Supervised Deep Slow and Steady Feature Analysis. IEEE Trans. Ind. Informatics 20 (6) (2024)
Linghan Li, Feng Dong, Shumei Zhang
Manifold regularized deep canonical variate analysis with interpretable attribute guidance for three-phase flow process monitoring. Expert Syst. Appl. 251 (2024)
Shumei Zhang, Sijia Wang, Chunhui Zhao
CA) for Fault Detection With Process Uncertainty. IEEE Trans. Ind. Informatics 20 (1) (2024)
Linghan Li, Shumei Zhang, Feng Dong, Feng Dong
Deep Canonical Variate Analysis with Interpretable Attribute Guidance for Three-Phase Flow Process Monitoring. I2MTC (2024)
Wentao Wu, Chao Tan, Shumei Zhang, Feng Dong
Joint mining of fluid knowledge and multi-sensor data for gas-water two-phase flow status monitoring and evolution analysis. Adv. Eng. Informatics 62 (2024)
Zhao Li, Chao Tan, Shumei Zhang, Feng Dong
Graph Embedding-Based Multilinear Subspace Analysis of State Ensembles in Gas-Liquid Flow. IEEE Trans. Instrum. Meas. 73 (2024)
Wentao Wu, Chao Tan, Shumei Zhang, Feng Dong
Sparse Local Fisher Discriminant Analysis for Gas-Water Two-Phase Flow Status Monitoring With Multisensor Signals. IEEE Trans. Ind. Informatics 19 (3) (2023)
Sirui Du, Shumei Zhang, Yang Zhao
Health Condition Monitoring of Satellite Momentum Wheel Bearing Based on Canonical Variable Analysis and Sliding Interval Variance. ICPS (2023)
Zhao Li, Shumei Zhang, Feng Dong
Multilinear Subspace Analysis of State Ensembles in Gas-liquid Two Phase Flow via PWUD Signal. I2MTC (2023)
Sijia Wang, Shumei Zhang
Vertices Independent Component Analysis-based Status Monitoring Strategy for Processes with Uncertainties. I2MTC (2022)
Linghan Li, Shumei Zhang, Feng Dong
Flow State Characterization of Horizontal Oil-gas-water Three-phase flow Using Independent Slow and Steady Feature Analysis. I2MTC (2022)
Shumei Zhang, Vic Callaghan, Xiangping An, Liying Duan, Hua Liu
Feature selection and human arm activity classification using a wristband. J. Reliab. Intell. Environ. 8 (3) (2022)
Wentao Wu, Shumei Zhang, Feng Dong
Gas-water Two-phase Flow Status Monitoring based on Multi-sensor Signals and CA-PCA Strategy. I2MTC (2022)
Zhao Li, Shumei Zhang, Feng Dong
Dynamic Behavior Analysis Based Process State Monitoring for Gas-liquid Two Phase Flow in Horizontal Pipe. I2MTC (2022)
Linghan Li, Shumei Zhang, Feng Dong
Slow and Steady Feature Analysis Based Status Monitoring for Gas-liquid Two-phase Flow in Horizontal Pipe. I2MTC (2021)
Wentao Wu, Shumei Zhang, Shangjie Ren, Feng Dong
Multi-sensor Signal Statistical Feature Processing Method for Status Monitoring of Gas-Water Two-Phase Flow in Horizontal Pipe. I2MTC (2021)
Shumei Zhang, Victor Callaghan
Real-time human posture recognition using an adaptive hybrid classifier. Int. J. Mach. Learn. Cybern. 12 (2) (2021)
Shumei Zhang, Chunhui Zhao, Biao Huang
Simultaneous Static and Dynamic Analysis for Fine-Scale Identification of Process Operation Statuses. IEEE Trans. Ind. Informatics 15 (9) (2019)
Shuting Liu, Xianwen Gao, Wenhai Qi, Shumei Zhang
Soft sensor modelling of propylene conversion based on a Takagi-Sugeno fuzzy neural network optimized with independent component analysis and mutual information. Trans. Inst. Meas. Control 41 (3) (2019)
Shumei Zhang, Chunhui Zhao
Concurrent analysis of variable correlation and data distribution for monitoring large-scale processes under varying operation conditions. Neurocomputing 349 (2019)
Shumei Zhang, Chunhui Zhao, Furong Gao
Incipient Fault Detection for Multiphase Batch Processes With Limited Batches. IEEE Trans. Control. Syst. Technol. 27 (1) (2019)
Shumei Zhang, Chunhui Zhao
Slow-Feature-Analysis-Based Batch Process Monitoring With Comprehensive Interpretation of Operation Condition Deviation and Dynamic Anomaly. IEEE Trans. Ind. Electron. 66 (5) (2019)
Shumei Zhang, Dorothy Monekosso, Paolo Remagnino
Data Pre-processing and Model Selection Strategies for Human Posture Recognition. CSNDSP (2018)
Zhen Yue, Zichen Li, Peifei Song, Shumei Zhang, Yixian Yang
A high-Capacity Watermarking Algorithm Using two Bins Histogram Modification. COMPSAC (2) (2018)
Shumei Zhang, Jia Jia, Yishuang Ning
Inferring emotions from heterogeneous social media data: A Cross-media Auto-Encoder solution. ICASSP (2017)
Shumei Zhang, Paul J. McCullagh, Huiru Zheng, Chris D. Nugent
Situation Awareness Inferred From Posture Transition and Location: Derived From Smartphone and Smart home Sensors. IEEE Trans. Hum. Mach. Syst. 47 (6) (2017)
Shumei Zhang, Chunhui Zhao, Shunyi Zhao
Two-level modeling strategy based incipient fault detection for nonstationary industrial processes. CDC (2017)
Yichun Xiong, Yanjun Wei, Yue Gu, Shumei Zhang, Jie Lyu, Bin Zhang, Chuangeng Chen, Jiang Zhu, Yihan Wang, Hongbo Liu, Yan Zhang
DiseaseMeth version 2.0: a major expansion and update of the human disease methylation database. Nucleic Acids Res. 45 (Database-Issue) (2017)
Yanhua Wen, Yanjun Wei, Shumei Zhang, Song Li, Hongbo Liu, Fang Wang, Yue Zhao, Dongwei Zhang, Yan Zhang
Cell subpopulation deconvolution reveals breast cancer heterogeneity based on DNA methylation signature. Briefings Bioinform. 18 (3) (2017)
Yanjun Wei, Shumei Zhang, Shipeng Shang, Bin Zhang, Song Li, Xinyu Wang, Fang Wang, Jianzhong Su, Qiong Wu, Hongbo Liu, Yan Zhang
SEA: a super-enhancer archive. Nucleic Acids Res. 44 (Database-Issue) (2016)
Shumei Zhang, Victor Callaghan, Hongmei Wang
Improving English as a Foreign Language Education in China with Creative Science. Intelligent Environments (Workshops) (2016)
Mario Nava Perez, Francisco J. Alvarez Mata, Víctor Manuel Zamudio Rodríguez, Shumei Zhang
Pervasive Healthcare Monitoring System. UIC/ATC/ScalCom (2015)
Shumei Zhang, Paul J. McCullagh, Huiyu Zhou, Zhe Wen, Zhengcheng Xu
RFID network deployment approaches for indoor localisation. BSN (2015)
Shumei Zhang, Paul J. McCullagh, Victor Callaghan
An Efficient Feature Selection Method for Activity Classification. Intelligent Environments (2014)
Vic Callaghan, Brian David Johnson, Simon Egerton, Hsuan-Yi Wu, Anasol Peña-Ríos, Shumei Zhang, Ping Zheng, Gary Graham, Anita Greenhill, Jennifer O'Connor, Jeannette Shiaw-Yuan Chin, Minjuan Wang
Introduction to the Proceedings of CS'14. Intelligent Environments (Workshops) (2014)
Peng Liu, Shumei Zhang
Some Thoughts About the Future of Intelligent Buildings and Smart Transportation. Intelligent Environments (Workshops) (2014)
Yang Yang, Jia Jia, Shumei Zhang, Boya Wu, Qicong Chen, Juanzi Li, Chunxiao Xing, Jie Tang
How Do Your Friends on Social Media Disclose Your Emotions? AAAI (2014)
Shumei Zhang, Victor Callaghan
Using Science-Fiction Prototyping as a Means to Motivate Learning of STEM Topics and Foreign Languages. Intelligent Environments (2014)
Shumei Zhang, Paul J. McCullagh, Jing Zhang, Tiezhong Yu
A smartphone based real-time daily activity monitoring system. Clust. Comput. 17 (3) (2014)
Shumei Zhang, Paul J. McCullagh, Chris D. Nugent, Huiru Zheng, Norman D. Black
An ontological framework for activity monitoring and reminder reasoning in an assisted environment. J. Ambient Intell. Humaniz. Comput. 4 (2) (2013)
Shumei Zhang, Paul J. McCullagh, Chris D. Nugent, Huiru Zheng, Norman D. Black
Reliability of Location Detection in Intelligent Environments. ISAmI (2011)
Shumei Zhang, Paul J. McCullagh, Chris D. Nugent, Huiru Zheng, Norman D. Black
An Ontological Approach for Context-Aware Reminders in Assisted Living' Behavior Simulation. IWANN (2) (2011)
Shumei Zhang, Paul J. McCullagh, Chris D. Nugent, Huiru Zheng, Norman D. Black
A Subarea Mapping Approach for Indoor Localization. ICOST (2011)
Shumei Zhang, Paul J. McCullagh, Chris D. Nugent, Huiru Zheng, Matthias Baumgarten
Optimal model selection for posture recognition in home-based healthcare. Int. J. Mach. Learn. Cybern. 2 (1) (2011)
Shumei Zhang, Paul J. McCullagh, Chris D. Nugent, Huiru Zheng
Activity Monitoring Using a Smart Phone's Accelerometer with Hierarchical Classification. Intelligent Environments (2010)
Shumei Zhang, Paul J. McCullagh, Chris D. Nugent, Huiru Zheng
A theoretic algorithm for fall and motionless detection. PervasiveHealth (2009)
Shumei Zhang, Huosheng Hu, Huiyu Zhou
An interactive Internet-based system for tracking upper limb motion in home-based rehabilitation. Medical Biol. Eng. Comput. 46 (3) (2008)
Shumei Zhang, Gongyou Tang, Huiying Sun
Approximate optimal rejection to sinusoidal disturbance for nonlinear systems. SMC (2008)
Shumei Zhang, Huosheng Hu, Lian He
An Interactive Telecommunication System for Home-based Rehabilitation. IMECS (2007)