An Interactive Telecommunication System for Home-based Rehabilitation. - Shumei Zhang; Huosheng Hu; Lian He (IMECS, 2007)

Approximate optimal rejection to sinusoidal disturbance for nonlinear systems. - Shumei Zhang; Gongyou Tang; Huiying Sun (SMC, 2008)

An interactive Internet-based system for tracking upper limb motion in home-based rehabilitation. - Shumei Zhang; Huosheng Hu; Huiyu Zhou 001 (Medical Biol. Eng. Comput., 2008)

A theoretic algorithm for fall and motionless detection. - Shumei Zhang; Paul J. McCullagh; Chris D. Nugent; Huiru Zheng (PervasiveHealth, 2009)

Activity Monitoring Using a Smart Phone's Accelerometer with Hierarchical Classification. - Shumei Zhang; Paul J. McCullagh; Chris D. Nugent; Huiru Zheng (Intelligent Environments, 2010)

A Subarea Mapping Approach for Indoor Localization. - Shumei Zhang; Paul J. McCullagh; Chris D. Nugent; Huiru Zheng; Norman D. Black (ICOST, 2011)

Reliability of Location Detection in Intelligent Environments. - Shumei Zhang; Paul J. McCullagh; Chris D. Nugent; Huiru Zheng; Norman D. Black (ISAmI, 2011)

An Ontological Approach for Context-Aware Reminders in Assisted Living' Behavior Simulation. - Shumei Zhang; Paul J. McCullagh; Chris D. Nugent; Huiru Zheng; Norman D. Black (IWANN (2), 2011)

Optimal model selection for posture recognition in home-based healthcare. - Shumei Zhang; Paul J. McCullagh; Chris D. Nugent; Huiru Zheng; Matthias Baumgarten (Int. J. Mach. Learn. Cybern., 2011)

An ontological framework for activity monitoring and reminder reasoning in an assisted environment. - Shumei Zhang; Paul J. McCullagh; Chris D. Nugent; Huiru Zheng; Norman D. Black (J. Ambient Intell. Humaniz. Comput., 2013)

How Do Your Friends on Social Media Disclose Your Emotions? - Yang Yang 009; Jia Jia 001; Shumei Zhang; Boya Wu; Qicong Chen; Juanzi Li; Chunxiao Xing; Jie Tang 001 (AAAI, 2014)

Introduction to the Proceedings of CS'14. - 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 (Intelligent Environments (Workshops), 2014)

Some Thoughts About the Future of Intelligent Buildings and Smart Transportation. - Peng Liu; Shumei Zhang (Intelligent Environments (Workshops), 2014)

Using Science-Fiction Prototyping as a Means to Motivate Learning of STEM Topics and Foreign Languages. - Shumei Zhang; Victor Callaghan (Intelligent Environments, 2014)

An Efficient Feature Selection Method for Activity Classification. - Shumei Zhang; Paul J. McCullagh; Victor Callaghan (Intelligent Environments, 2014)

A smartphone based real-time daily activity monitoring system. - Shumei Zhang; Paul J. McCullagh; Jing Zhang; Tiezhong Yu (Clust. Comput., 2014)

RFID network deployment approaches for indoor localisation. - Shumei Zhang; Paul J. McCullagh; Huiyu Zhou 001; Zhe Wen; Zhengcheng Xu (BSN, 2015)

Pervasive Healthcare Monitoring System. - Mario Nava Perez; Francisco J. Alvarez Mata; Víctor Manuel Zamudio Rodríguez; Shumei Zhang (UIC/ATC/ScalCom, 2015)

Improving English as a Foreign Language Education in China with Creative Science. - Shumei Zhang; Victor Callaghan; Hongmei Wang (Intelligent Environments (Workshops), 2016)

SEA: a super-enhancer archive. - Yanjun Wei; Shumei Zhang; Shipeng Shang; Bin Zhang; Song Li; Xinyu Wang; Fang Wang; Jianzhong Su; Qiong Wu; Hongbo Liu 004; Yan Zhang 016 (Nucleic Acids Res., 2016)

Two-level modeling strategy based incipient fault detection for nonstationary industrial processes. - Shumei Zhang; Chunhui Zhao 001; Shunyi Zhao (CDC, 2017)

Inferring emotions from heterogeneous social media data: A Cross-media Auto-Encoder solution. - Shumei Zhang; Jia Jia 001; Yishuang Ning (ICASSP, 2017)

Cell subpopulation deconvolution reveals breast cancer heterogeneity based on DNA methylation signature. - Yanhua Wen; Yanjun Wei; Shumei Zhang; Song Li; Hongbo Liu 004; Fang Wang; Yue Zhao; Dongwei Zhang; Yan Zhang 016 (Briefings Bioinform., 2017)

DiseaseMeth version 2.0: a major expansion and update of the human disease methylation database. - Yichun Xiong; Yanjun Wei; Yue Gu; Shumei Zhang; Jie Lyu 002; Bin Zhang; Chuangeng Chen; Jiang Zhu; Yihan Wang; Hongbo Liu 004; Yan Zhang 016 (Nucleic Acids Res., 2017)

Situation Awareness Inferred From Posture Transition and Location: Derived From Smartphone and Smart home Sensors. - Shumei Zhang; Paul J. McCullagh; Huiru Zheng; Chris D. Nugent (IEEE Trans. Hum. Mach. Syst., 2017)

A high-Capacity Watermarking Algorithm Using two Bins Histogram Modification. - Zhen Yue; Zichen Li; Peifei Song; Shumei Zhang; Yixian Yang (COMPSAC (2), 2018)

Data Pre-processing and Model Selection Strategies for Human Posture Recognition. - Shumei Zhang; Dorothy Monekosso; Paolo Remagnino (CSNDSP, 2018)

Concurrent analysis of variable correlation and data distribution for monitoring large-scale processes under varying operation conditions. - Shumei Zhang; Chunhui Zhao 001 (Neurocomputing, 2019)

Incipient Fault Detection for Multiphase Batch Processes With Limited Batches. - Shumei Zhang; Chunhui Zhao 001; Furong Gao (IEEE Trans. Control. Syst. Technol., 2019)

Slow-Feature-Analysis-Based Batch Process Monitoring With Comprehensive Interpretation of Operation Condition Deviation and Dynamic Anomaly. - Shumei Zhang; Chunhui Zhao 001 (IEEE Trans. Ind. Electron., 2019)

Simultaneous Static and Dynamic Analysis for Fine-Scale Identification of Process Operation Statuses. - Shumei Zhang; Chunhui Zhao 001; Biao Huang 001 (IEEE Trans. Ind. Informatics, 2019)

Soft sensor modelling of propylene conversion based on a Takagi-Sugeno fuzzy neural network optimized with independent component analysis and mutual information. - Shuting Liu; Xianwen Gao; Wenhai Qi; Shumei Zhang (Trans. Inst. Meas. Control, 2019)

Slow and Steady Feature Analysis Based Status Monitoring for Gas-liquid Two-phase Flow in Horizontal Pipe. - Linghan Li; Shumei Zhang; Feng Dong 001 (I2MTC, 2021)

Multi-sensor Signal Statistical Feature Processing Method for Status Monitoring of Gas-Water Two-Phase Flow in Horizontal Pipe. - Wentao Wu; Shumei Zhang; Shangjie Ren; Feng Dong 001 (I2MTC, 2021)

Real-time human posture recognition using an adaptive hybrid classifier. - Shumei Zhang; Victor Callaghan (Int. J. Mach. Learn. Cybern., 2021)

Flow State Characterization of Horizontal Oil-gas-water Three-phase flow Using Independent Slow and Steady Feature Analysis. - Linghan Li; Shumei Zhang; Feng Dong 001 (I2MTC, 2022)

Dynamic Behavior Analysis Based Process State Monitoring for Gas-liquid Two Phase Flow in Horizontal Pipe. - Zhao Li; Shumei Zhang; Feng Dong 001 (I2MTC, 2022)

Vertices Independent Component Analysis-based Status Monitoring Strategy for Processes with Uncertainties. - Sijia Wang; Shumei Zhang (I2MTC, 2022)

Gas-water Two-phase Flow Status Monitoring based on Multi-sensor Signals and CA-PCA Strategy. - Wentao Wu; Shumei Zhang; Feng Dong 001 (I2MTC, 2022)

Feature selection and human arm activity classification using a wristband. - Shumei Zhang; Vic Callaghan; Xiangping An; Liying Duan; Hua Liu (J. Reliab. Intell. Environ., 2022)

Multilinear Subspace Analysis of State Ensembles in Gas-liquid Two Phase Flow via PWUD Signal. - Zhao Li; Shumei Zhang; Feng Dong 001 (I2MTC, 2023)

Health Condition Monitoring of Satellite Momentum Wheel Bearing Based on Canonical Variable Analysis and Sliding Interval Variance. - Sirui Du; Shumei Zhang; Yang Zhao (ICPS, 2023)

Sparse Local Fisher Discriminant Analysis for Gas-Water Two-Phase Flow Status Monitoring With Multisensor Signals. - Wentao Wu; Chao Tan; Shumei Zhang; Feng Dong 001 (IEEE Trans. Ind. Informatics, 2023)

Spatial-Temporal Evolutionary Graph Attention Network for Bearing Remaining Useful Life Prediction. - Sirui Du; Feng Dong; Shumei Zhang (ASCC, 2024)

Deep Canonical Variate Analysis with Interpretable Attribute Guidance for Three-Phase Flow Process Monitoring. - Linghan Li; Shumei Zhang; Feng Dong 001; Feng Dong 006 (I2MTC, 2024)

Joint mining of fluid knowledge and multi-sensor data for gas-water two-phase flow status monitoring and evolution analysis. - Wentao Wu; Chao Tan; Shumei Zhang; Feng Dong 001 (Adv. Eng. Informatics, 2024)

DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection. - Jingyao Geng; Yuan Zhang; Jiaqi Huang; Feng Xue; Falong Tan; Chuanlong Xie; Shumei Zhang (CoRR, 2024)

Manifold regularized deep canonical variate analysis with interpretable attribute guidance for three-phase flow process monitoring. - Linghan Li; Feng Dong 001; Shumei Zhang (Expert Syst. Appl., 2024)

Graph Embedding-Based Multilinear Subspace Analysis of State Ensembles in Gas-Liquid Flow. - Zhao Li; Chao Tan; Shumei Zhang; Feng Dong 001 (IEEE Trans. Instrum. Meas., 2024)

Generalized Gaussian Distribution-Based Interval Principal Component Analysis (GGD-IPCA) for Anomaly Detection of Processes With Uncertainty. - Shumei Zhang; Sijia Wang; Feng Dong 001 (IEEE Trans. Instrum. Meas., 2024)

Vertices Packaging-Based Interval Independent Component Analysis (VP-I2CA) for Fault Detection With Process Uncertainty. - Shumei Zhang; Sijia Wang; Chunhui Zhao 001 (IEEE Trans. Ind. Informatics, 2024)

Zero-Shot State Identification of Industrial Gas-Liquid Two-Phase Flow via Supervised Deep Slow and Steady Feature Analysis. - Linghan Li; Xinyi Han; Feng Dong 001; Shumei Zhang (IEEE Trans. Ind. Informatics, 2024)

Zero-shot Learning Model with Dynamic and Static Feature Fusion for Industrial Gas-liquid Two-phase Flow State Identification. - Xinyi Han; Linghan Li; Shumei Zhang; Feng Dong 001; Feng Dong 006 (I2MTC, 2025)

Interpretable local-global monitoring network for three-phase flow processes with concurrent analysis of independence and high-order temporal correlation. - Linghan Li; Shumei Zhang; Feng Dong (Neurocomputing, 2025)

Cross-Domain Bilateral Transfer Learning for Fault Diagnosis Under Incomplete Multisource Domains. - Shumei Zhang; Sijia Wang; Qi Lei; Chunhui Zhao 001 (IEEE Trans Autom. Sci. Eng., 2025)

A Feature Separation Prototype Network for Open Set Cross-Domain Fault Diagnostics. - Shuai Tan; Xingyu Lin; Qingchao Jiang; Xin Peng 003; Shumei Zhang (IEEE Trans. Instrum. Meas., 2025)

Adaptive recursive Gaussian mixture regression model for dynamic evolution prediction of multimode gas-water two-phase flow process. - Wentao Wu; Chao Tan; Shumei Zhang; Feng Dong 006 (Expert Syst. Appl., 2026)