成果/Result
- Multi-kernel extreme learning machine for eeG classification in brain-computer interfaces被引量：200收藏
- 作者：Zhang, Yu Wang, Yu Zhou, Guoxu Jin, Jing Wang, Bei Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Shanghai Ruanzhong Informat Technol Co Ltd;Guangdong Univ Technol;RIKEN;Skolkovo Inst Sci & Technol SKOLTECH
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2018
- 关键词：Brain-computer interface Electroencephalogram Extreme learning machine Multi-kernel learning Motor imagery
- 脑控:基于脑-机接口的人机融合控制被引量：92收藏
- 作者：王行愚 金晶 张宇 王蓓
- 机构：华东理工大学信息科学与工程学院化工过程先进控制和优化技术教育部重点实验室
- 来源：《自动化学报》 2013
- 关键词：脑控 脑-机接口 人机融合控制 脑电信号
- 摘要：近年来,一类被称之为脑控的新型控制系统发展迅速,这是一种基于脑-机接口(Brain-computer interface,BCI)的人机融合控制系统,也是一种基于人的意念和思维的控制系统.脑控系统已被成功应用于残疾人的生...
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- A Novel Multilayer Correlation Maximization Model for Improving CCA-Based Frequency Recognition in SSVEP Brain-Computer Interface被引量：78收藏
- 作者：Jiao, Yong Zhang, Yu Wang, Yu Wang, Bei Jin, Jing Wang, Xingyu
- 机构：East China Univ Sci & Technol;Shanghai Ruanzhong Informat Technol Co Ltd
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2018
- 关键词：Brain-computer interface (BCI) electroencephalogram (eeG) steady-state visual evoked potential (SSVEP) canonical correlation analysis (CCA) multilayer correlation maximization (MCM)
- LASSO based stimulus frequency recognition model for SSVEP BCIs被引量：77收藏
- 作者：Zhang, Yu Jin, Jing Qing, Xiangyun Wang, Bei Wang, Xingyu
- 机构：E China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2012
- 关键词：Brain-computer interfaces (BCIs) Electroencephalogram (eeG) Least absolute shrinkage and selection operator (LASSO) Steady-state visual evoked potential (SSVEP) Time window (TW)
- Data-Driven Mode Identification and Unsupervised Fault Detection for Nonlinear Multimode Processes被引量：70收藏
- 作者：Wang, Bei Li, Zhichao Dai, Zhenwen Lawrence, Neil Yan, Xuefeng
- 机构：East China Univ Sci & Technol;Shanghai Elect Windpower Grp;Univ Sheffield
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2020
- 关键词：Monitoring Hidden Markov models Data models Biological system modeling Fault detection Adaptation models Indexes Data-driven process monitoring Dirichlet process Gaussian mixed model (DPGMM) fault detection multimode systems nonlinear dimensionality reduction
- P300 Chinese input system based on Bayesian LDA被引量：45收藏
- 作者：Jin, Jing Allison, Brendan Z. Brunner, Clemens Wang, Bei Wang, Xingyu Zhang, Jianhua Neuper, Christa Pfurtscheller, Gert
- 机构：Graz Univ Technol;E China Univ Sci & Technol;Graz Univ
- 来源：BIOMEDIZINISCHE TECHNIK 2010
- 关键词：Bayesian linear discriminant analysis brain-computer interface Chinese character input system P300 particle swarm optimization
- Multiblock Independent Component Analysis Integrated with Hellinger Distance and Bayesian Inference for Non-Gaussian Plant-Wide Process Monitoring被引量：41收藏
- 作者：Jiang, Qingchao Wang, Bei Yan, Xuefeng
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2015
- 关键词：Bayesian networks - Inference engines - Process control - Process monitoring - Probability distributions
- Research of eeG change feature under +Gz acceleration被引量：41收藏
- 作者：Li, Yi-Feng Yang, Ji-Jiang Zhang, Li-Hui Zhang, Tao Deng, Lue Wang, Bei
- 机构： Air Force Institute of Aeromedicine; Key Laboratory of Advanced Control and Optimization for Chemical Processes; Department of Automation; Research Institute of Information Technology; Department of Automation
- 来源：Computers in Industry 2015
- 关键词：acceleration
- A probabilistic principal component analysis-based approach in process monitoring and fault diagnosis with application in wastewater treatment plant被引量：38收藏
- 作者：Wang, Bei Li, Zhichao Dai, Zhenwen Lawrence, Neil Yan, Xuefeng
- 机构：East China Univ Sci & Technol;Shanghai Elect Windpower Grp;Univ Sheffield
- 来源：APPLIED SOFT COMPUTING 2019
- 关键词：Principle component analysis Gaussian process Probabilistic model Process monitoring Fault detection
- Drowsiness Detection by Bayesian-Copula Discriminant Classifier Based on eeG Signals During Daytime Short Nap被引量：35收藏
- 作者：Qian, Dong Wang, Bei Qing, Xiangyun Zhang, Tao Zhang, Yu Wang, Xingyu Nakamura, Masatoshi
- 机构：East China Univ Sci & Technol;Tsinghua Univ;Saga Univ
- 来源：IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2017
- 关键词：Bayesian-copula discriminant classifier (BCDC) daytime short nap drowsiness detection electroencephalogram (eeG) kernel density estimation (KDE)
- Generalized Dice's coefficient-based multi-block principal component analysis with Bayesian inference for plant-wide process monitoring被引量：30收藏
- 作者：Wang, Bei Yan, Xuefeng Jiang, Qingchao Lv, Zhaomin
- 机构：E China Univ Sci & Technol
- 来源：JOURNAL OF CHEMOMETRICS 2015
- 关键词：multi-block PCA loading matrix generalized Dice's coefficient Bayesian inference plant-wide process monitoring
- Fault detection and identification using a Kullback-Leibler divergence based multi-block principal component analysis and bayesian inference被引量：27收藏
- 作者：Wang, Bei Jiang, Qingchao Yan, Xuefeng
- 机构：E China Univ Sci & Technol
- 来源：KOREAN JOURNAL OF CHEMICAL ENGINEERING 2014
- 关键词：Multi-block PCA Kullback-Leibler Divergence Bayesian Inference Plant-wide Process Monitoring
- PSO-ε-SVM的回归算法被引量：26收藏
- 作者：金晶 王行愚 罗先国 王蓓
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2006
- 关键词：回归支持向量机 粒子群优化算法 ε不敏感损失函数 格点搜索
- 摘要：回归支持向量机的ε不敏感损失函数的参数寻优是一个重要的问题,它与支持向量机的行为特性有紧密关系。本文给出了一种基于粒子群优化算法的、对ε不敏感损失函数的ε参数寻优的方法,仿真结果表明:采用基于粒子群优化算法的寻优方法寻找...
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- A Comparison Study on Multidomain eeG Features for Sleep Stage Classification被引量：23收藏
- 作者：Zhang, Yu Wang, Bei Jing, Jin Zhang, Jian Zou, Junzhong Nakamura, Masatoshi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Inst Adv Res & Educ
- 来源：COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2017
- 关键词：Time domain analysis - Sleep research - Nonlinear analysis - Biomedical signal processing - Feature extraction - Patient treatment - Extraction - Frequency domain analysis
- Deep Convolutional Network Method for Automatic Sleep Stage Classification Based on Neurophysiological Signals被引量：22收藏
- 作者：Sun, Yudong Wang, Bei Jin, Jing Wang, Xingyu
- 机构： Ministry of Education
- 来源：Proceedings - 2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2018 2018
- 关键词：Convolution - Neurophysiology - Inspection - Biomedical signal processing - Sleep research
- Independent component analysis model utilizing de-mixing information for improved non-Gaussian process monitoring被引量：21收藏
- 作者：Wang, Bei Yan, Xuefeng Jiang, Qingchao
- 机构：E China Univ Sci & Technol
- 来源：COMPUTERS & INDUSTRIAL ENGINEERING 2016
- 关键词：Multi-block strategy Independent component analysis De-mixing matrix Generalized Dice's coefficient
- A Developed LSTM-Ladder-Network-Based Model for Sleep Stage Classification被引量：21收藏
- 作者：Li, Ruichen Wang, Bei Zhang, Tao Sugi, Takenao
- 机构：East China Univ Sci & Technol;Tsinghua Univ;Saga Univ
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2023
- 关键词：Sleep Electroencephalography Feature extraction Brain modeling Recording Data models Electrooculography Sleep stage eeG long short-term memory network ladder network transductive learning
- A CNN model with statistical correction rules for automatic sleep stage scoring被引量：18收藏
- 作者：Ma, Jiarui Wang, Bei Sun, Yudong Jin, Jing Wang, Xingyu
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019 2019
- Contrastive Learning forSleep Staging Based onInter Subject Correlation被引量：18收藏
- 作者：Zhang, Tongxu Wang, Bei
- 机构： School of Information Science and Engineering
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
- 关键词：Sleep research
- Real-time Online UAV Images Mosaic with Robustness to Cumulative Errors被引量：17收藏
- 作者：Xia, Xing Wang, Bei Li, Jing Song, Li Gong, Yi Hang Deng, Bao Song
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; National Innovation Institute of Defense Technology
- 来源：ACM International Conference Proceeding Series 2020
- 关键词：Errors - Degrees of freedom (mechanics)
- An Industrial Inspection Model Compression Framework Combining Group Slimming and Channel-Wise Distillation被引量：16收藏
- 作者：Zhang, Xinyu Wang, Bei
- 机构： School of Information Science and Engineering
- 来源：Lecture Notes in Computer Science 2026
- 关键词：Deep learning - Education computing - Surface defects - Teaching
- eeG physiological signals correlation under condition of +Gz accelerations被引量：16收藏
- 作者：Li, Yifeng Zhang, Tao Deng, Lue Wang, Bei Nakamura, Masatoshi
- 机构： Department of Automation; Air Force Institute of Aeromedicine; Department of Automation; Research Institute of Systems Control
- 来源：Journal of Multimedia 2013
- 关键词：Blood pressure - Heart - Testing - Electrocardiography - Spectrum analysis
- Automatic Sleep Staging Method Based on eeG Signal and its Optimized Feature Space被引量：16收藏
- 作者：Yang, Meng Li, Ruichen Wang, Bei Zhang, Tao
- 机构： East China University of Science and Technology; Tsinghua University
- 来源：ICIIBMS 2022 - 7th International Conference on Intelligent Informatics and Biomedical Sciences 2022
- 关键词：Matrix algebra - Neural networks - Sleep research
- Rfid Indoor Positioning System Based on Rssi and Intelligent Optimization Algorithm被引量：16收藏
- 作者：Jiang, Xue Wang, Bei
- 机构： School of Information Science and Engineering
- 来源：Proceedings of the 37th Chinese Control and Decision Conference, CCDC 2025 2025
- 关键词：Data acquisition - Indoor positioning systems - Optimization - Software design - Systems analysis
- Multi-subspace factor analysis integrated with support vector data description for multimode process monitoring被引量：16收藏
- 作者：Wang, Bei Li, Zhichao Yan, Xuefeng
- 机构：East China Univ Sci & Technol;Shanghai Elect Windpower Grp
- 来源：JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS 2018
- 关键词：Chemical industry - Data description - Process monitoring - Numerical methods - Vectors - Chemical analysis - Correlation methods - Factor analysis - Multivariant analysis
- Automatic adaptive onset detection using an electromyogram with individual difference for control of a meal assistance robot被引量：15收藏
- 作者：Zhang, X. Wang, X. Wang, B. Sugi, T. Nakamura, M.
- 机构： Department of Automation; Department of Electrical and Electronic Engineering; Department of Advanced Systems Control Engineering
- 来源：Journal of Medical Engineering and Technology 2009
- 关键词：Robots - Electromyography
- An unsupervised transfer learning model based on joint information for sleep stage classification被引量：15收藏
- 作者：Li, Ruichen Wei, Huan Wang, Bei
- 机构： School of Information Science and Technology
- 来源：Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022 2022
- 关键词：Bioelectric phenomena - Biomedical signal processing - Classification (of information) - Electroencephalography - Learning systems
- An Attention-UNet Model to Remove Artifacts from Single-Channel eeG被引量：15收藏
- 作者：Chen, Suo Wang, Bei
- 机构： School of Information Science and Technology
- 来源：Proceedings - 2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2024 2024
- 关键词：Brain mapping - Convolutional neural networks - Deep neural networks - Electrocardiography - Electrotherapeutics - Image segmentation - Signal denoising
- Automatic Identification of Printed Circuit Board Vias based on YOLO Algorithm被引量：15收藏
- 作者：Ji, Jie Wang, Bei Huang, Jianming Tang, Yuezhong
- 机构： School of Information Science and Engineering; Austria Technologie and Systemtechnik Aktiengsellchaft
- 来源：Proceedings - 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2022 2022
- 关键词：Automation - Integrated circuit manufacture - Printed circuit design - Timing circuits
- Two and multiple categorization of breast pathological images by transfer learning被引量：15收藏
- 作者：Yan, Jiaxin Wang, Bei
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：ICIIBMS 2021 - 6th International Conference on Intelligent Informatics and Biomedical Sciences 2021
- 关键词：Computer aided instruction - Diseases - Medical imaging - Pathology - Deep learning - Learning systems
