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
- 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
- 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
- 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
- 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
- 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
- Meal Assistance System Operated by Electromyogram (EMG) Signals: Movement Onset Detection with Adaptive Threshold被引量：14收藏
- 作者：Zhang, Xiu Wang, Xingyu Wang, Bei Sugi, Takenao Nakamura, Masatoshi
- 机构：E China Univ Sci & Technol;Saga Univ;Saga Univ
- 来源：INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS 2010
- 关键词：Adaptive threshold electromyogram EMG power meal assistance system onset detection
- Coefficient-of-variation-based channel selection with a new testing framework for MI-based BCI被引量：11收藏
- 作者：Xiao, Ruocheng Huang, Yitao Xu, Ren Wang, Bei Wang, Xingyu Jin, Jing
- 机构：East China Univ Sci & Technol;Guger Technol OG
- 来源：COGNITIVE NEURODYNAMICS 2022
- 关键词：Brain-computer interface (BCI) Electroencephalogram (eeG) Motor imagery (MI) Channel selection Coefficient of variation (C V )
- Loading-Based Principal Component Selection for PCA Integrated with Support Vector Data Description被引量：10收藏
- 作者：Wang, Bei Yan, Xuefeng Jiang, Qingchao
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2015
- 关键词：Data description - Numerical methods - Vectors
- Bayesian Nonnegative CP Decomposition-Based Feature Extraction Algorithm for Drowsiness Detection被引量：9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 NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2017
- 关键词：Automatic rank determination Bayesian nonnegative CP decomposition (BNCPD) daytime short nap drowsiness detection variational inference
- Bayesian classifier with multivariate distribution based on D-vine copula model for awake/drowsiness interpretation during power nap被引量：9收藏
- 作者：Wang, Bei Sun, Yudong Zhang, Tao Sugi, Takenao Wang, Xingyu
- 机构：East China Univ Sci & Technol;Tsinghua Univ;Saga Univ
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2020
- 关键词：Bayesian classifier Multivariate distribution D-vine copula Drowsiness Power nap
- A new quantitative evaluation method of spiral drawing for patients with Parkinson's disease based on a polar coordinate system with varying origin被引量：7收藏
- 作者：Wang, Min Wang, Bei Zou, Junzhong Nakamura, Masatoshi
- 机构：ECUST;Saga Univ
- 来源：PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2012
- 关键词：Patients with Parkinson's disease Hand movement in spiral drawing experiment Polar coordinate system with varying origin Deep brain stimulation Feature extraction Quantitative evaluation
- Effect of a combination of flip and zooming stimuli on the performance of a visual brain-computer interface for spelling被引量：6收藏
- 作者：Cheng, Jiao Jin, Jing Daly, Ian Zhang, Yu Wang, Bei Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Stanford Univ;Univ Essex;RIKEN;Skolkovo Inst Sci & Technol
- 来源：BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK 2019
- 关键词：brain-computer interface (BCI) systems combined paradigm flip stimulus zooming action
- Automatic reference selection for quantitative eeG interpretation: Identification of diffuse/localised activity and the active earlobe reference, iterative detection of the distribution of eeG rhythms被引量：5收藏
- 作者：Wang, Bei Wang, Xingyu Ikeda, Akio Nagamine, Takashi Shibasaki, Hiroshi Nakamura, Masatoshi
- 机构：E China Univ Sci & Technol;Kyoto Univ;Sapporo Med Univ;Takeda Gen Hosp;Saga Univ
- 来源：MEDICAL ENGINEERING & PHYSICS 2014
- 关键词：Automatic reference selection Averaged reference Quantitative eeG interpretation Digital recording technique
- acquisition technology research of eeG and related physiological signals under +Gz acceleration被引量：4收藏
- 作者：Li, Y. Zhang, T. Deng, L. Wang, B.
- 机构：Tsinghua Univ;Air Force Inst Aeromed;State Key Lab Digital Mfg Equipment & Technol Chi;E China Univ Sci & Technol
- 来源：IRISH JOURNAL OF MEDICAL SCIENCE 2014
- 关键词：+Gz eeG ECG Ambulatory blood pressure Ear pulse acquisition technology
- Real-time monitoring of chemical processes based on variation information of principal component analysis model被引量：4收藏
- 作者：Wang, Bei Yan, Xuefeng
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF INTELLIGENT MANUFACTURING 2019
- 关键词：Principal component analysis Combined moving window Fault detection Process monitoring
- An Improved Canonical Correlation Analysis for eeG Inter-Band Correlation Extraction被引量：3收藏
- 作者：Wang, Zishan Huang, Ruqiang Yan, Ye Luo, Zhiguo Zhao, Shaokai Wang, Bei Jin, Jing Xie, Liang Yin, Erwei
- 机构：East China Univ Sci & Technol;Acad Mil Sci AMS;Tianjin Artificial Intelligence Innovat Ctr TAIIC
- 来源：BIOENGINEERING-BASEL 2023
- 关键词：eeG IBC CCA DE decision-level fusion
- Research of eeG change feature under plus Gz acceleration被引量：2收藏
- 作者：Li, Yi-Feng Yang, Ji-Jiang Zhang, Li-Hui Zhang, Tao Deng, Lue Wang, Bei
- 机构：Air Force Inst Aeromed;Key Lab Adv Control & Optimizat Chem Proc;Tsinghua Univ;Tsinghua Univ;E China Univ Sci & Technol
- 来源：COMPUTERS IN INDUSTRY 2015
- 关键词：eeG +Gz acceleration Feature extraction Ear pulse Periodogram parameters
- Fault Detection in Non-Gaussian Processes Based on Mutual Information Weighted Independent Component Analysis被引量：2收藏
- 作者：Jiang, Qingchao Wang, Bei Yan, Xuefeng
- 机构：E China Univ Sci & Technol
- 来源：JOURNAL OF CHEMICAL ENGINEERING OF JAPAN 2014
- 关键词：Mutual Information Independent Component Analysis Fault Detection Non-Gaussian Process Monitoring
- Configuration of the Mckibben Muscles and action Intention Detection for an Artificial Assistant Suit被引量：2收藏
- 作者：Zhao, Huailin Wang, Bei
- 机构：Shanghai Inst Technol;E China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS 2012
- 关键词：Artificial assistant suit Mckibben muscle action intention SEMG classifier
- Fault detection based on polygon area statistics of transformation matrix identified from combined moving window data被引量：1收藏
- 作者：Wang, Bei Yan, Xuefeng Jin, Yongfei
- 机构：East China Univ Sci & Technol
- 来源：KOREAN JOURNAL OF CHEMICAL ENGINEERING 2017
- 关键词：Principal Component Analysis Combined Moving Window Polygon Area Real-time Process Monitoring Fault Detection
