成果/Result
- Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers被引量：183收藏
- 作者：Chen, Lan-lan Zhao, Yu Ye, Peng-fei Zhang, Jian Zou, Jun-zhong
- 机构：East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2017
- 关键词：Driving stress Physiological signals Multimodal feature extraction Feature selection Kernel-based classifiers
- Automatic detection of alertness/drowsiness from physiological signals using wavelet-based nonlinear features and machine learning被引量：127收藏
- 作者：Chen, Lan-lan Zhao, Yu Zhang, Jian Zou, Jun-zhong
- 机构：E China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2015
- 关键词：Drowsiness detection Electroencephalogram (EEG) Eyelid movements Wavelet decomposition Nonlinear features Extreme learning machine (ELM)
- Automatic epileptic EEG detection using convolutional neural network with improvements in time-domain被引量：117收藏
- 作者：Wei, Zuochen Zou, Junzhong Zhang, Jian Xu, Jianqiang
- 机构：East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2019
- 关键词：Electroencephalography Time-series Convolutional neural network WasserstEIn Generative Adversarial Nets Merger of the increasing and decreasing sequences
- A framework on wavelet-based nonlinear features and extreme learning machine for epileptic sEIzure detection被引量：76收藏
- 作者：Chen, Lan-Lan Zhang, Jian Zou, Jun-Zhong Zhao, Chen-Jie Wang, Gui-Song
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2014
- 关键词：SEIzure detection Wavelet decomposition Approximate entropy (ApEn) Sample entropy (SampEn) Recurrence quantification analysis (RQA) Extreme learning machine (ELM) Support vector machine (SVM)
- Automatic epileptic EEG classification based on differential entropy and attention model被引量：34收藏
- 作者：Zhang, Jian Wei, Zuochen Zou, Junzhong Fu, Hao
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2020
- 关键词：Electroencephalography Epilepsy Differential entropy Attention mechanism
- Currency co-movement and network correlation structure of forEIgn exchange market被引量：27收藏
- 作者：Mai, Yong Chen, Huan Zou, Jun-Zhong Li, Sai-Ping
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Acad Sinica
- 来源：PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2018
- 关键词：Exchange rate Complex network Currency Co-movement
- 基于柯西变异粒子群算法的永磁同步电机参数辨识被引量：25收藏
- 作者：傅小利 顾红兵 陈国呈 邹俊忠 张见
- 机构：华东理工大学信息科学与工程学院;江苏斯达工业科技有限公司;上海大学机电工程与自动化学院
- 来源：《电工技术学报》 2014
- 关键词：永磁同步电机 参数辨识 粒子群优化 柯西变异
- 摘要：永磁同步电机(PMSM)参数影响矢量控制伺服系统的性能,因而需要对电机参数进行实时辨识。将电机的定子等效成一阶惯性系统,并在d-q同步旋转坐标系下建立定子的数学模型。提出平均最好位置和柯西变异相结合的改进粒子群算法,对永...
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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
- Automatic detection of interictal epileptiform discharges based on time-series sequence merging method被引量：22收藏
- 作者：Zhang, Jian Zou, Junzhong Wang, Min Chen, Lanlan Wang, Chunmei Wang, Guisong
- 机构：E China Univ Sci & Technol;Shanghai Normal Univ;Shanghai Jiao Tong Univ
- 来源：NEUROCOMPUTING 2013
- 关键词：Merger of increasing and decreasing sequences (MIDS) Epileptic EEG Automatic detection Support vector machine
- Neuro-physiological features related to subjective evaluation and performance assessment during sustained mental calculation and rest break被引量：20收藏
- 作者：Chen, Lanlan Sugi, Takenao Shirakawa, Shuichiro Zou, Junzhong Nakamura, Masatoshi
- 机构： Department of Automation; Department of Advanced Systems Control Engineering; National Center of Neurology and Psychiatry
- 来源：Transactions of Japanese Society for Medical and Biological Engineering 2009
- 关键词：Work-rest schedules - Ergonomics - Physiology
- Personalized Product Recommendation Method for Analyzing User Behavior Using DeepFM被引量：20收藏
- 作者：Xu, Jianqiang Hu, Zhujiao Zou, Junzhong
- 机构：East China Univ Sci & Technol;Fudan Univ
- 来源：JOURNAL OF INFORMATION PROCESSING SYSTEMS 2021
- 关键词：DeepFM Higher-Order Feature Hit Rate Prediction K-Means Similarity Clustering Low-Order Features Personalized Product Recommendation
- Feature extraction for mental fatigue and relaxation states based on systematic evaluation considering individual difference被引量：18收藏
- 作者：Chen, Lanlan Sugi, Takenao Shirakawa, Shuichiro Zou, Junzhong Nakamura, Masatoshi
- 机构： Department of Automation; Department of Advanced Systems Control Engineering; National Center of Neurology and Psychiatry
- 来源：IEEJ Transactions on Electronics, Information and Systems 2009
- 关键词：Extraction
- Performance evaluation for epileptic electroencephalogram (EEG) detection by using Neyman-Pearson criteria and a support vector machine被引量：17收藏
- 作者：Wang Chun-mei Zhang Chong-ming Zou Jun-zhong Zhang Jian
- 机构：Shanghai Normal Univ;E China Univ Sci & Technol
- 来源：PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2012
- 关键词：EEG Epileptic EEG Discrete wavelet transform Approximate entropy Support vector machine (SVM) Neyman-Pearson criteria
- Automatic detection of Interictal Epileptiform discharges based on the similarity of time-series sequence被引量：16收藏
- 作者：Zhang, Jian Zou, Junzhong Chen, Lanlan Zhao, Chenjie Wang, Guisong
- 机构： Department of Automation; Department of Neurosurgery
- 来源：Applied Mechanics and Materials 2013
- 关键词：Database systems - Mergers and acquisitions - Merging - Digital signal processing
- Intelligent Emotion Detection Method Based on Deep Learning in Medical and Health Data被引量：15收藏
- 作者：Xu, Jianqiang Hu, Zhujiao Zou, Junzhong Bi, Anqi
- 机构：East China Univ Sci & Technol;Fudan Univ;Changshu Inst Technol
- 来源：IEEE ACCESS 2020
- 关键词：Emotion detection model multi-channel convolutional aotoencoder (MCAE) medical health deep learning emotional text features intelligent data analysis
- Comfortable environments for mental work by suitable work-rest schedule: Mental fatigue and relaxation被引量：15收藏
- 作者：Chen, L.L. Sugi, T. Shirakawa, S. Zou, J.Z. Nakamura, M.
- 机构： Department of Automation; Department of Advanced Systems Control Engineering; National Center of Neurology and Psychiatry
- 来源：IEEE International Conference on Industrial Informatics (INDIN) 2008
- 关键词：Neurology
- Classifying detection of epileptic EEG based on approximate entropy in wavelet domain被引量：14收藏
- 作者：Wang, Chun-Mei Zou, Jun-Zhong Zhang, Jian Zhang, Zhi-Suo Zhang, Chong-Ming
- 机构： Department of Automation; Department of Electronic Engineering; Changhai Hospital
- 来源：Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009 2009
- 关键词：Entropy - Discrete wavelet transforms - Complex networks - Signal reconstruction
- Investigation of mental fatigue induced by a continuous mental arithmetic task based on EEG coherence analysis被引量：13收藏
- 作者：Chen, Lanlan Zhao, Y. Zhang, Jian Zou, Junzhong
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Communications in Computer and Information Science 2014
- 关键词：Calculations
- Hand movement compensation for patients with Parkinson's disease based on polar coordination system with varied origin被引量：13收藏
- 作者：Wang, Min Wang, Bei Zou, Junzhong Zhang, Jian Nakamura, Masatoshi
- 机构： Department of Automation; Department of Advanced System Control Engineering
- 来源：Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011 2011
- 关键词：Disease control
- Quantitative evaluation of hand movement in spiral drawing for patients with Parkinson's disease based on modeling in polar coordinate system with varied origin被引量：12收藏
- 作者：Wang, Min Wang, Bei Zou, Junzhong Zhang, Jian Nakamura, Masatoshi
- 机构： Department of Automation; Department of Advanced System Control Engineering
- 来源：2011 IEEE/ICME International Conference on Complex Medical Engineering, CME 2011 2011
- 关键词：Neurodegenerative diseases
- Automatic detection of epileptic Sharp-slow by wavelet and approximate entropy被引量：11收藏
- 作者：Wang, Chunmei Zou, Junzhong Zhang, Jian Zhang, Zhisuo
- 机构： Department of Automation; Changhai Hospital
- 来源：2009 IEEE International Conference on Information and Automation, ICIA 2009 2009
- 关键词：Signal analysis - Optimal detection
- A new quantitative evaluation method of parkinson's disease based on free spiral drawing被引量：9收藏
- 作者：Wang, Min Wang, Bei Zou, Junzhong Chen, Lanlan Shima, Fumio Nakamura, Masatoshi
- 机构： Department of Automation; Department of Functional Neurosurgery; Department of Advanced System Control Engineering
- 来源：Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010 2010
- 关键词：Diagnosis
- Effectiveness research of deep brain stimulation operation for patients with Parkinson's disease based on polar coordination system with varied origin被引量：9收藏
- 作者：Wang, Min Wang, Bei Zou, Junzhong Zhang, Jian Nakamura, Masatoshi
- 机构： Department of Automation; Department of Advanced System Control Engineering
- 来源：Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011 2011
- 关键词：Neurodegenerative diseases - Clinical research - Diagnosis - Neurosurgery
- Dynamic feature extraction of epileptic EEG using recurrence quantification analysis被引量：9收藏
- 作者：Chen, Lanlan Zou, Junzhong Zhang, Jian
- 机构： Department of Automation
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2012
- 关键词：Bioelectric phenomena - Feature extraction - Multivariable control systems - Brain - Neurophysiology
- Maximum variance image segmentation based on improved genetic algorithm被引量：8收藏
- 作者：Wang, Chun-Mei Wang, Su-Zhen Zhang, Chong-Ming Zou, Jun-Zhong
- 机构： College of Information Science and Engineering; Dept. of Electronics Engineering; College of Mechanical and Electronic Engineering
- 来源：Proceedings - SNPD 2007: Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing 2007
- 关键词：Genetic algorithms - Optimization - Parameter estimation
- 从EOG扫视信号中提取眼球位置信息被引量：7收藏
- 作者：吴湛微 姚晓东 邹俊忠 王行愚 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）》 2005
- 关键词：眼动电图 扫视 眼球位置数据 伪信号 理想EOG曲线
- 摘要：提出了一种基于理想EOG曲线的处理算法从包含噪声和非线性漂移的EOG信号中提取扫视运动发生时眼球的位置数据。其基本思想是,根据眼运动的特点构造理想EOG曲线模型;基于理想EOG曲线提取特征值,根据特征值分类提取位置数据。...
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- Epileptic sEIzure detection based on spectral features and extreme learning machine被引量：7收藏
- 作者：Chen, Lanlan Zou, Junzhong Zhang, Jian
- 机构： Department of Automation
- 来源：IWACIII 2013 - 3rd International Workshop on Advanced Computational Intelligence and Intelligent Informatics 2014
- 关键词：Knowledge acquisition - Feature extraction - Neurophysiology - Diagnosis - Learning systems
- Automatic recognition of epileptic discharges based on shape similarity in time-domain被引量：7收藏
- 作者：Wei, Zuo-Chen Zou, Jun-Zhong Zhang, Jian Chen, Lan-Lan
- 机构：East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2017
- 关键词：Automatic recognition Epileptic EEG Template matching Modified Hausdorff distance Shape similarity
- Recurrence quantification analysis of EEGs for mental fatigue evaluation被引量：7收藏
- 作者：Chen, Lanlan Zou, Junzhong Zhang, Jian
- 机构： Department of Automation
- 来源：Chinese Control Conference, CCC 2012
- 关键词：Multivariable control systems - Spectrum analysis - Electroencephalography
- Quantitative evaluation of spiral drawing by patients with movement disorder based on polar coordinate system with varied origin被引量：7收藏
- 作者：Wang, B. Wang, X.Y. Zou, J.Z. Shima, F. Nakamura, M.
- 机构： Department of Automation; Department of Functional Neurosurgery; Department of Advanced Systems Control Engineering
- 来源：2007 IEEE/ICME International Conference on Complex Medical Engineering, CME 2007 2007
- 关键词：Diseases
