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 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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- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Multiple Random Empirical Kernel Learning with Margin REInforcement for imbalance problems被引量：4收藏
- 作者：Wang, Zhe Chen, Lilong Fan, Qi Li, DongDong Gao, Daqi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2020
- 关键词：Classification Imbalanced problems Empirical kernel mapping Multiple kernel learning Margin rEInforcement
- A New Hybrid Feature Selection Algorithm Applied to Driver's Status Detection被引量：1收藏
- 作者：Ye, Peng-fei Chen, Lan-lan Zhang, Ao
- 机构：East China Univ Sci & Technol
- 来源：NEURAL INFORMATION PROCESSING (ICONIP 2017), PT II 2017
- 关键词：Driver's status detection Multiple physiological signals analysis Hybrid feature selection Tabu search
- DUFGNet: A dual-stream U-Net framework with frequency-guided channel attention and graph integration for epileptic sEIzure prediction被引量：0收藏
- 作者：Lou, Jionghao Zhang, Jian Li, Zhongmei Chen, Lanlan Feng, Enbo
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2026
- 关键词：EEG SEIzure prediction Two-stream network Self-supervised learning Attention mechanism
- AGCTN: adaptive graph convolutional transformer network for hyperscanning EEG mental workload recognition被引量：0收藏
- 作者：Chen, Lan-lan Xu, Jia-min Zhou, Shu-jin Zhang, Ming-ming
- 机构：East China Univ Sci & Technol;Shanghai Normal Univ;Shanghai Normal Univ
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2026
- 关键词：Hyperscanning Synchronization Graph convolutional networks Transformer Mental workload recognition
- LightwEIght and Interpretable Channel Selection for EEG Measurement Systems in Epileptic SEIzure Prediction被引量：0收藏
- 作者：Lou, Jionghao Zhang, Jian Li, Zhongmei Chen, Lanlan Feng, Enbo
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2026
- 关键词：Electroencephalography Electrodes Location awareness Accuracy Transformers Brain modeling Training Kernel Epilepsy Convolutional neural networks Class activation mapping electroencephalogram (EEG) channel selection interpretability rEInforcement learning (RL) sEIzure prediction
