成果/Result
- Recognition of emotions using multimodal physiological signals and an ensemble deep learning model被引量：302收藏
- 作者：Yin, Zhong Zhao, Mengyuan Wang, Yongxiong Yang, Jingdong Zhang, Jianhua
- 机构：Univ Shanghai Sci & Technol;Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2017
- 关键词：Emotion recognition Affective computing Physiological signals Deep learning Ensemble learning
- Sequential Fault Diagnosis Based on LSTM Neural Network被引量：227收藏
- 作者：Zhao, Haitao Sun, Shaoyuan Jin, Bo
- 机构：East China Univ Sci & Technol;Donghua Univ;East China Normal Univ
- 来源：IEEE ACCESS 2018
- 关键词：Process monitoring fault diagnosis recurrent neural network long short-term memory (LSTM) neural network.
- 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
- Cross-session classification of mental workload levels using EEG and an adaptive deep learning model被引量：128收藏
- 作者：Yin, Zhong Zhang, Jianhua
- 机构：Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2017
- 关键词：Human-machine system Mental workload Electroencephalogram (EEG) Deep learning Operator functional states
- Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination被引量：126收藏
- 作者：Yin, Zhong Wang, Yongxiong Liu, Li Zhang, Wei Zhang, Jianhua
- 机构：Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：FRONTIERS IN NEUROROBOTICS 2017
- 关键词：emotion recognition affective computing physiological signals recursive feature elimination EEG
- Introduction to Focus Issue: When machine learning meets complex systems: Networks, chaos, and nonlinear dynamics被引量：117收藏
- 作者：Tang, Yang Kurths, Juergen Lin, Wei Ott, Edward Kocarev, Ljupco
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Potsdam Inst Climate Impact Res;Humboldt Univ;Fudan Univ
- 来源：CHAOS 2020
- 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
- Supervised optimal locality preserving projection被引量：94收藏
- 作者：Wong, W. K. Zhao, H. T.
- 机构：Hong Kong Polytech Univ;E China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2012
- 关键词：Classification Feature extraction Dimensionality reduction Manifold learning
- An effective PSO and AIS-based hybrid intelligent algorithm for job-shop scheduling被引量：92收藏
- 作者：Ge, Hong-Wei Sun, Liang Liang, Yan-Chun Qian, Feng
- 机构：Jilin Univ;Inst High Performance Comp;E China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS 2008
- 关键词：artificial immune system (AIS) artificial intelligence job-shop scheduling problem (JSSP) particle swarm optimization (PSO) vaccination
- Recognition of Mental Workload Levels Under Complex Human-Machine Collaboration by Using Physiological Features and Adaptive Support Vector Machines被引量：81收藏
- 作者：Zhang, Jianhua Yin, Zhong Wang, Rubin
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS 2015
- 关键词：Classification machine learning man-machine system mental workload (MWL) psychophysiology
- Razumikhin-Nussbaum-lemma-based adaptive neural control for uncertain stochastic pure-feedback nonlinear systems with time-varying delays被引量：78收藏
- 作者：Yu, Zhaoxu Li, Shugang Du, Hongbin
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL 2013
- 关键词：stochastic nonlinear system adaptive control neural network Razumikhin-Nussbaum lemma time-varying delay
- 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)
- Observer-Based Adaptive Finite-Time Quantized Tracking Control of Nonstrict-Feedback Nonlinear Systems With Asymmetric Actuator Saturation被引量：62收藏
- 作者：Yu, Zhaoxu Yang, Yekai Li, Shugang Sun, Jitao
- 机构：East China Univ Sci & Technol;Shanghai Univ;Univ Johannesburg
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2020
- 关键词：Quantization (signal) Nonlinear systems Actuators Adaptive systems Output feedback Adaptation models Adaptive control nonlinear system observer quantization saturation
- DoS attack in centralised sensor network against state estimation被引量：61收藏
- 作者：Yang, Chao Yang, Wen Shi, Hongbo
- 机构：East China Univ Sci & Technol
- 来源：IET CONTROL THEORY AND APPLICATIONS 2018
- 关键词：computer network security estimation theory numerical analysis state estimation telecommunication security jamming wireless channels networked control systems wireless sensor networks optimisation convex programming scheduling single sensor multiple sensors optimal attack schedules DoS attack centralised sensor network state estimation invader denial-of-service attack authors study remote estimator estimation performance
- Multi-Sensor Kalman Filtering With Intermittent Measurements被引量：61收藏
- 作者：Yang, Chao Zheng, Jiangying Ren, Xiaoqiang Yang, Wen Shi, Hongbo Shi, Ling
- 机构：East China Univ Sci & Technol;Hong Kong Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2018
- 关键词：Intermittent measurements Kalman filtering modified algebraic Riccati equation (MARE) multi-sensor
- Adaptive neural control for uncertain stochastic nonlinear strict-feedback systems with time-varying delays: A Razumikhin functional method被引量：53收藏
- 作者：Yu, Zhaoxu Du, Hongbin
- 机构：E China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2011
- 关键词：Stochastic nonlinear systems Adaptive control Neural network (NN) Razumikhin functional Time-varying delays
- Operator functional state classification using least-square support vector machine based recursive feature elimination technique被引量：53收藏
- 作者：Yin, Zhong Zhang, Jianhua
- 机构：E China Univ Sci & Technol
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2014
- 关键词：Operator functional state Adaptive automation Mental workload Recursive feature elimination Support vector machine
- Adaptive neural network output feedback control for a class of non-affine non-linear systems with unmodelled dynamics被引量：46收藏
- 作者：Du, H. Ge, S. S. Liu, J. K.
- 机构：E China Univ Sci & Technol;Natl Univ Singapore;Beijing Univ Aeronaut & Astronaut
- 来源：IET CONTROL THEORY AND APPLICATIONS 2011
- 关键词：Adaptive control systems - Closed loop control systems - Embedded systems - Functions - Feedback - Linear systems
- Identification of temporal variations in mental workload using locally-linear-embedding-based EEG feature reduction and support-vector-machine-based clustering and classification techniques被引量：46收藏
- 作者：Yin, Zhong Zhang, Jianhua
- 机构：E China Univ Sci & Technol
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2014
- 关键词：Mental workload Locally linear embedding Support vector data description Support vector clustering Operator functional state
- 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
- Printed circuit board integrated wearable ion-selective electrode with potential treatment for highly repeatable sweat monitoring被引量：44收藏
- 作者：Liu, Huixin Gu, Zhen Zhao, Qing Li, Shuai Ding, Xi Xiao, Xinxin Xiu, Guangli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Inst Pollut Control & Ecol Secur;Tech Univ Denmark;East China Univ Sci & Technol
- 来源：SENSORS AND ACTUATORS B-CHEMICAL 2022
- 关键词：Wearable sensor Printed circuit board Solid contact ion-selective electrodes Conducting polymer Electrochemistry
- Adaptive neural control for a class of non-affine stochastic non-linear systems with time-varying delay: a Razumikhin-Nussbaum method被引量：42收藏
- 作者：Yu, Z. Jin, Z. Du, H.
- 机构：E China Univ Sci & Technol
- 来源：IET CONTROL THEORY AND APPLICATIONS 2012
- 关键词：Nonlinear systems - Stochastic systems - Embedded systems - Adaptive control systems - Linear systems - Time varying control systems - Time delay
- A New Fast Ant Colony Optimization Algorithm: The Saltatory Evolution Ant Colony Optimization Algorithm被引量：39收藏
- 作者：Li, Shugang Wei, Yanfang Liu, Xin Zhu, He Yu, Zhaoxu
- 机构：Shanghai Univ;East China Univ Sci & Technol
- 来源：MATHEMATICS 2022
- 关键词：ant colony algorithm traveling salesman problem near-optimal path identification optimization speed
- Task-generic mental fatigue recognition based on neurophysiological signals and dynamical deep extreme learning machine被引量：38收藏
- 作者：Yin, Zhong Zhang, Jianhua
- 机构：Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2018
- 关键词：Mental fatigue Human-machine system Electroencephalography Extreme learning machine Deep learning
- Global-and-local-structure-based neural network for fault detection被引量：37收藏
- 作者：Zhao, Haitao Lai, Zhihui Chen, Yudong
- 机构：East China Univ Sci & Technol;Shenzhen Univ;Shenzhen Univ;Shenzhen Univ
- 来源：NEURAL NETWORKS 2019
- 关键词：Statistical process monitoring Fault detection Feedforward neural network Principal component analysis Dimension reduction
- Dynamic Fusion Network for RGBT Tracking被引量：37收藏
- 作者：Peng, Jingchao Zhao, Haitao Hu, Zhengwei
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2023
- 关键词：Object tracking fusion tracking dynamic convolution deep learning intelligent perception
- Neighborhood preserving neural network for fault detection被引量：36收藏
- 作者：Zhao, Haitao Lai, Zhihui
- 机构：East China Univ Sci & Technol;Shenzhen Univ
- 来源：NEURAL NETWORKS 2019
- 关键词：Statistical process monitoring Fault detection Feedforward neural network Neighborhood preserving embedding
- Cross-subject recognition of operator functional states via EEG and switching deep belief networks with adaptive weights被引量：36收藏
- 作者：Yin, Zhong Zhang, Jianhua
- 机构：Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2017
- 关键词：Operator functional states Mental workload Mental fatigue Electroencephalogram Deep learning Deep belief networks
- Pattern Classification of Instantaneous Cognitive Task-load Through GMM Clustering, Laplacian Eigenmap, and Ensemble SVMs被引量：36收藏
- 作者：Zhang, Jianhua Yin, Zhong Wang, Rubin
- 机构：East China Univ Sci & Technol;Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2017
- 关键词：Cognitive task-load psychophysiological signals manifold learning ensemble learning support vector machine
- Graph dynamic autoencoder for fault detection被引量：35收藏
- 作者：Liu, Lu Zhao, Haitao Hu, Zhengwei
- 机构：East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2022
- 关键词：Process monitoring Dynamic fault detection Graph convolution Autoencoder
