邹俊忠 收藏
( 任职于 信息科学与工程学院自动化系)
邹俊忠，教授，博士研究生导师，研究方向：人工智能与模式识别应用研究；脑电信号处理与康复； 运动控制系统研究；机器人建模与高精度变频伺服控制系统 ... 详细>>
被引量：1,209H指数：17SCI-EXPANDED： 18 EI： 40 北大核心： 25 CSSCI： 1 CSCD： 19 SSCI： 2
- 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
- 质疑
- 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)
- 质疑
- 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
- 质疑
- 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)
- 质疑
- Automatic Pancreatic Ductal Adenocarcinoma Detection in Whole Slide Images Using Deep Convolutional Neural Networks被引量：45收藏
- 作者：Fu, Hao Mi, Weiming Pan, Boju Guo, Yucheng Li, Junjie Xu, Rongyan Zheng, Jie Zou, Chunli Zhang, Tao Liang, Zhiyong Zou, Junzhong Zou, Hao
- 机构：East China Univ Sci & Technol;Tsinghua Univ;Peking Union Med Coll & Chinese Acad Med Sci;Tsimage Med Technol;Tsinghua Univ Shenzhen
- 来源：FRONTIERS IN ONCOLOGY 2021
- 关键词：pancreatic ductal adenocarcinoma (PDAC) histology deep learning convolutional neural network whole-slide image analysis
- 质疑
- 基于DMD-LSTM模型的股票价格时间序列预测研究被引量：39收藏
- 作者：史建楠 邹俊忠 张见 汪春梅 卫作臣
- 机构：华东理工大学信息科学与工程学院;上海师范大学信息与机电工程学院
- 来源：《计算机应用研究》 2020
- 关键词：动态模态分解 长短期记忆神经网络 模态特征 板块联动效应 市场背景
- 摘要：针对股票市场关系复杂导致的有效特征提取困难、价格预测精度低等问题,提出一种基于动态模态分解—长短期记忆神经网络(DMD-LSTM)的股票价格时间序列预测方法。首先通过DMD算法对受市场板块联动效应影响的关联行业板块样本股...
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- Feature extraction and recognition of epileptiform activity in EEG by combining PCA with ApEn被引量：38收藏
- 作者：Wang, Chunmei Zou, Junzhong Zhang, Jian Wang, Min Wang, Rubin
- 机构：E China Univ Sci & Technol;Shanghai Normal Univ
- 来源：COGNITIVE NEURODYNAMICS 2010
- 关键词：EEG Principal component analysis Factor analysis Epileptiform activity Discrete wavelet transform Approximate entropy
- 质疑
- 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
- 质疑
- 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
- 质疑
- 基于深度卷积神经网络的快速图像分类算法被引量：26收藏
- 作者：王华利 邹俊忠 张见 卫作臣 汪春梅
- 机构：华东理工大学信息科学与工程学院;上海师范大学信息与机电工程学院
- 来源：《计算机工程与应用》 2017
- 关键词：深度卷积神经网络 CUDA-cuDNN方法 批量正则化 图像分类 深度学习
- 摘要：为了应对大量图像的分类问题,提出一种基于深度卷积神经网络和CUDA-cuDNN并行运算的快速图像分类方法。该方法利用深度卷积神经网络自动学习特征的优势来解决手工设计特征普适性差等问题,同时结合基于CUDA架构的cuDNN...
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- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 基于改进的卷积神经网络脑电信号情感识别被引量：14收藏
- 作者：田莉莉 邹俊忠 张见 卫作臣 汪春梅
- 机构：华东理工大学信息科学与工程学院自动化系;上海师范大学信息与机电工程学院自动化系
- 来源：《计算机工程与应用》 2019
- 关键词：脑电信号(EEG) 特征提取 卷积神经网络(CNN) 随机森林 损失函数
- 摘要：针对传统机器学习需要人工构建特征及特征质量较低等问题,提出一种新颖的基于一维卷积神经网络(Convolutional Neural Network,CNN)的特征提取方法。采用编码思想,由卷积层和下采样层构成编码器网络提...
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- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- An Improved K-means Clustering Algorithm for Sleep Stages Classification被引量：11收藏
- 作者：Xiao Shuyuan Wang Bei Zhang Jian Zhang Qunfeng Zou Junzhong Nakamura, Masatoshi
- 机构：East China Univ Sci & Technol;NCC Med Co LTD;Saga Univ
- 来源：2015 54TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE) 2015
- 关键词：k-means clustering sleep stage EEG cluster center
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
