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)
- Energy-Efficient Monitoring in Software Defined Wireless Sensor Networks Using Reinforcement Learning: A Prototype被引量：48收藏
- 作者：Huang, Ru Chu, Xiaoli Zhang, Jie Hu, Yu Hen
- 机构：E China Univ Sci & Technol;Univ Sheffield;Univ Wisconsin
- 来源：INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 2015
- 关键词：Data transfer - Quality control - Energy utilization - Energy efficiency - Quality of service - Radio transmission - Application programs - Redundancy - Reinforcement learning
- 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
- 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
- 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
- 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
- Resource Allocation and Power Control for D2D Communications to Prolong the overall System Survival Time of Mobile Cells被引量：16收藏
- 作者：Zhang, Zitian Wu, Yue Chu, Xiaoli Zhang, Jie
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：IEEE ACCESS 2019
- 关键词：D2D communication resource allocation and power control overall system survival time game theory
- Performance Analysis of Dual-Hop Relaying With I/Q Imbalance and Additive Hardware Impairment被引量：12收藏
- 作者：Gao, Yan Chen, Yunfei Chen, Ning Zhang, Jie
- 机构：Nanjing Vocat Coll Informat Technol;East China Univ Sci & Technol;Univ Warwick;Univ Sheffield
- 来源：IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 2020
- 关键词：Amplify-and-forward decode-and-forward detection hardware impairment outage probability
- Scale-free topology optimization for software-defined wireless sensor networks: A cyber-physical system被引量：9收藏
- 作者：Huang, Ru Chu, Xiaoli Zhang, Jie Hu, Yu Hen
- 机构：East China Univ Sci & Technol;Univ Sheffield;Univ Wisconsin
- 来源：INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 2017
- 关键词：Software-defined wireless sensor network scale-free network topological optimization super-nodes cyber-physical systems
- New Approximate Distributions for the Generalized Likelihood Ratio Test Detection in Passive Radar被引量：9收藏
- 作者：Chen, Yunfei Wu, Yue Chen, Ning Feng, Wei Zhang, Jie
- 机构：East China Univ Sci & Technol;Univ Warwick;Peng Cheng Lab;Tsinghua Univ;Univ Sheffield
- 来源：IEEE SIGNAL PROCESSING LETTERS 2019
- 关键词：Approximations generalized likelihood ratio test target detection passive radar
- 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
- Resource Allocation and Power Control to Maximize the Overall System Survival Time for Mobile Cells With a D2D Underlay被引量：5收藏
- 作者：Zhang, Zitian Wu, Yue Chu, Xiaoli Zhang, Jie
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：IEEE COMMUNICATIONS LETTERS 2019
- 关键词：D2D communication resource allocation power control residual energy overall system survival time
- Automatic recognition of chewing noises in epileptic EEG based on period segmentation被引量：5收藏
- 作者：Wei, Zuochen Zou, Junzhong Zhang, Jian
- 机构：E China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2016
- 关键词：Automatic recognition Epileptic EEG Period segmentation Superimposed wave Chewing noise
- New Estimators for Primary Channel Gain in Cognitive Radio Networks被引量：5收藏
- 作者：Chen, Yunfei Wu, Yue Zhang, Jie Chen, Ning
- 机构：East China Univ Sci & Technol;Univ Warwick;Univ Sheffield
- 来源：IEEE COMMUNICATIONS LETTERS 2018
- 关键词：Channel estimation cognitive radio moments
- A Machine-learning-enabled Context-driven Control Mechanism for Software-defined Smart Home Networks被引量：4收藏
- 作者：Huang, Ru Chu, Xiaoli Zhang, Jie Hu, Yu Hen Yan, Huaicheng
- 机构：East China Univ Sci & Technol;Univ Sheffield;Univ Wisconsin
- 来源：SENSORS AND MATERIALS 2019
- 关键词：smart home control mechanism (SHCM) machine learning software-defined networks context
- Abdominal multi-organ segmentation in Multi-sequence MRIs based on visual attention guided network and knowledge distillation被引量：4收藏
- 作者：Fu, Hao Zhang, Jian Li, Bin Chen, Lanlan Zou, Junzhong Zhang, ZhuiYang Zou, Hao
- 机构：East China Univ Sci & Technol;Jiangnan Univ;Tsinghua Univ Shenzhen
- 来源：PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS 2024
- 关键词：Abdominal multi-organ segmentation Unpaired multi-sequence learning Knowledge distillation VAG-net
- Personalized federated learning for abdominal multi-organ segmentation based on frequency domain aggregation被引量：3收藏
- 作者：Fu, Hao Zhang, Jian Chen, Lanlan Zou, Junzhong
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS 2025
- 关键词：abdominal multi-organ segmentation federated learning medical image personalized federated learning
- An integrated neural-network and expert-system approach to the supervision of reactor operating states in polyethylene terephthalate production被引量：1收藏
- 作者：Zhang, Jie Yang, Qiugui Zhang, Suzhen Howell, John
- 机构：E China Univ Chem Technol;Univ Glasgow
- 来源：CONTROL ENGINEERING PRACTICE 1998
- 关键词：artificial neural networks quasi-Newton expert systems self-scaling variable metrics pattern recognition non-linear optimisation
- 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
- 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
- Abdominal multi-organ segmentation on 3D negative-contrast CT cholangiopancreatography: a comparative study of deep learning methods被引量：0收藏
- 作者：Li, Bin Zhang, Jian Fu, Hao Zhang, Lei Chen, Fang Ming Zhao, Wei Zou, Jun Zhong Zou, Hao Zhang, Zhui Yang
- 机构：Jiangnan Univ;East China Univ Sci & Technol;Tsinghua Univ Shenzhen;Tsimage Med Technol Shenzhen Co Ltd;Suumi Res Inst
- 来源：ABDOMINAL RADIOLOGY 2026
- 关键词：Multi-organ segmentation Abdominal Deep learning Negative-contrast CT cholangiopancreatography Three-dimensional Pancreatobiliary system
