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
- EEG-based emotion recognition using simple recurrent units network and ensemble learning被引量：137收藏
- 作者：Wei, Chen Chen, Lan-lan Song, Zhen-zhen Lou, Xiao-guang Li, Dong-dong
- 机构：East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2020
- 关键词：EEG Emotion recognition DT-CWT SRU Ensemble learning
- 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)
- A new hybrid BCI paradigm based on P300 and SSVEP被引量：114收藏
- 作者：Wang, Minjue Daly, Ian Allison, Brendan Z. Jin, Jing Zhang, Yu Chen, Lanlan Wang, Xingyu
- 机构：E China Univ Sci & Technol;Univ Reading;Univ Calif San Diego
- 来源：JOURNAL OF NEUROSCIENCE METHODS 2015
- 关键词：Brain-computer interface (BCI) Hybrid paradigm P300 SSVEP
- 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)
- Deformable Registration Algorithm via Non-subsampled Contourlet Transform and Saliency Map被引量：46收藏
- 作者：Chang, Qing Yang, Wenyou Chen, Lanlan
- 机构： School of Information Science and Engineering
- 来源：Journal of Shanghai Jiaotong University (Science) 2022
- 关键词：Image registration - Medical imaging - Deformation - Markov processes - Image enhancement
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- 基于集成卷积神经网络的脑电情感识别被引量：24收藏
- 作者：魏琛 陈兰岚 张傲
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《华东理工大学学报（自然科学版）》 2019
- 关键词：脑电信号 情感识别 卷积神经网络 集成学习
- 摘要：采用脑电情感数据集SEED进行情感识别研究,旨在利用深度学习中的卷积神经网络(CNN)自动提取脑电样本的抽象特征,省去人工选择特征与降维的过程.首先,采用小波包变换(WPT)对脑电信号进行6级分解并构成二维结构样本;然后...
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- FedL2T: Personalized Federated Learning with Two-Teacher Distillation for Seizure Prediction被引量：23收藏
- 作者：Lou, Jionghao Zhang, Jian Li, Zhongmei Chen, Lanlan Feng, Enbo
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; School of Information Science and Engineering
- 来源：arXiv 2025
- 关键词：Collaborative learning - Data privacy - Data Sharing - Deep learning - Distillation - Federated learning - Forecasting - Knowledge management - Knowledge transfer - Learning systems - Personnel training - Teaching
- 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
- 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
- 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
- 基于ADS1298和STM32F407的心电采集与显示系统设计被引量：15收藏
- 作者：宋勐翔 陈兰岚
- 机构：华东理工大学信息科学与工程学院
- 来源：《现代电子技术》 2015
- 关键词：心电信号采集 ADS1298芯片 STM32F407 μC/GUI
- 摘要：提出一种以ADS1298芯片及STM32F407为基础的心电采集与显示系统设计思路。在介绍心电信号采集基本原理的基础上,构建系统的总体框架,阐述基于ADS1298的信号采集、放大电路以及STM32F407接口电路设计,最...
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- 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
- 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
- Multi-view ensemble learning with empirical kernel for heart failure mortality prediction被引量：13收藏
- 作者：Wang, Zhe Chen, Lilong Zhang, Jing Yin, Yichao Li, Dongdong
- 机构：East China Univ Sci & Technol;Shanghai Shuguang Hosp;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2020
- 关键词：empirical kernel ensemble learning heart failure mortality prediction multi-view learning
- 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
- 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
- An optimized method for generating cases of metamorphic testing被引量：9收藏
- 作者：Chen, Leilei Cai, Lizhi Liu, Jiang Liu, Zhenyu Wei, Shiyan Liu, Pan
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Business Sch
- 来源：2012 6TH INTERNATIONAL CONFERENCE ON NEW TRENDS IN INFORMATION SCIENCE, SERVICE SCIENCE AND DATA MINING (ISSDM2012) 2012
- 关键词：metamorphic testing ECCEM criterion measurement criterion test case rate of utilization
- Performance Analysis and Testing of HBase Based on Its Architecture被引量：8收藏
- 作者：Cai, Lizhi Huang, Shidong Chen, Leilei Zheng, Yang
- 机构：Shanghai Key Lab Comp Software Evaluating & Testi;East China Univ Sci & Technol
- 来源：2013 IEEE/ACIS 12TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS) 2013
- 关键词：Testing model HBase data partition
- 基于多源域迁移学习的脑电情感识别被引量：8收藏
- 作者：娄晓光 陈兰岚 宋振振
- 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：《计算机工程与设计》 2020
- 关键词：情感识别 迁移学习 多源域选择 迁移特征选择 集成学习
- 摘要：针对普通机器学习算法与单源域迁移学习在应用方面的局限性,利用多源域迁移学习算法解决跨被试情感识别中正确率低的问题。为提高迁移学习的计算效率并避免负迁移现象的产生,分别从样本和特征两个方面对迁移数据进行优化。用多源域选择算...
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- Semi-supervised multiple empirical kernel learning with pseudo empirical loss and similarity regularization被引量：7收藏
- 作者：Guo, Wei Wang, Zhe Ma, Menghao Chen, Lilong Yang, Hai Li, Dongdong Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2022
- 关键词：machine learning multiple empirical kernel learning multiple kernel learning semi-supervised learning supervised learning
- 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
- Investigation of Mental Fatigue Induced by a Continuous Mental Arithmetic Task Based on EEG Coherence Analysis被引量：7收藏
- 作者：Chen, Lanlan Zhao, Yu Zhang, Jian Zou, Junzhong
- 机构：E China Univ Sci & Technol
- 来源：LIFE SYSTEM MODELING AND SIMULATION 2014
- 关键词：mental fatigue continuous mental arithmetic task EEG signals coherence analysis
- 集成胶囊网络的脑电情绪识别被引量：7收藏
- 作者：谌鈫 陈兰岚 江润强
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《计算机工程与应用》 2022
- 关键词：情绪识别 脑电信号 多频带特征矩阵 胶囊网络(CapsNet) 集成学习
- 摘要：为了充分提取脑电信号多频带的时频信息和保留导联空间分布的位置信息,提出了一种基于集成胶囊网络的情绪识别模型。对预处理过的脑电信号进行小波包特征提取,并将Theta、Alpha、Beta、Gamma四个频带的小波系数能量值...
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- Integrated Design and Evaluation System for the Effect of Rest Breaks in Sustained Mental Work Based on Neuro-physiological Signals被引量：6收藏
- 作者：Chen, Lanlan Sugi, Takenao Shirakawa, Shuichiro Zou, Junzhong Nakamura, Masatoshi
- 机构：E China Univ Sci & Technol;Saga Univ;Natl Ctr Neurol & Psychiat
- 来源：INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS 2010
- 关键词：Individual difference integrated design and evaluation system neurological characteristics rest breaks sustained mental work
- Effect evaluation of relaxation training based on nonlinear parameters of electroencephalogram waves被引量：6收藏
- 作者：Chen, L.L. Wang, B. Zou, J.Z. Nakamura, M.
- 机构： Department of Automation; Department of Advanced Systems Control Engineering
- 来源：2007 IEEE/ICME International Conference on Complex Medical Engineering, CME 2007 2007
- 关键词：Nonlinear analysis
- 基于MOOC数据挖掘的学习行为和学习成效分析被引量：6收藏
- 作者：陈兰岚 宋海虹
- 机构：华东理工大学信息科学与工程学院
- 来源：《教育教学论坛》 2019
- 关键词：MOOC 学习行为 学习成效 数据挖掘 个性化学习
- 摘要：随着近年来慕课教学的兴起,教育大数据的分析与挖掘正成为一个新的研究方向。本文基于Canvas Network提供的MOOC开放数据,使用数据统计和数据挖掘的方式,对学习者的类型与行为进行了统计分析,并探究了学习行为与学习...
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