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Jianhua Zhang

Oslo Metropolitan University
H-index:23
Citation Count:3,040
Views:0

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An audio-visual fusion emotion generation model based on neuroanatomical alignment

基于神经解剖学对齐的视听融合情感生成模型

Information Fusion
IF15.5
2026-09-010
PRE
Wang, Haidong; Shan, Qia; Zhang, JianHua; Xiao, PengFei; Liu, Ao
Estimating dynamical affective state via domain-to-modality level feature integration from eye movement and EEG signals

通过眼动和EEG信号，在领域-模态层面特征集成下估计动态情感状态

Knowledge-Based Systems
IF7.6
2026-02-120
PRE
Ruiding Li; Yunsheng Wang; Kaiyu Gan; Jianhua Zhang; Zhong Yin
Enhancing EEG-based individual-generic emotion recognition through invariant sparse patterns extracted from ongoing affective processes

通过从持续情感过程中提取的不变稀疏模式增强基于EEG的个体通用情感识别

Applied Soft Computing
IF6.6
2025-07-220
PRE
Yiwen Zhu; Jiehao Tang; Hongjuan Wei; Kaiyu Gan; Jianhua Zhang; Zhong Yin
Enhancing generic cognitive workload recognition with a dynamic hierarchical 3-D attention network and EEG features

通过动态分层3-D注意力网络和EEG特征增强通用认知工作负荷识别

EXPERT SYSTEMS WITH APPLICATIONS
IF7.5
2025-06-010
PRE
Zhang, Jing; Wu, Wenlong; Tang, Jiehao; Zhu, Yiwen; Zhang, Jianhua; Yin, Zhong
Instantaneous estimation of momentary affective responses using neurophysiological signals and a spatiotemporal emotional intensity regression network
NEURAL NETWORKS
IF6.3
2024-04-011
PRE
Gan, Kaiyu; Li, Ruiding; Zhang, Jianhua; Sun, Zhanquan; Yin, Zhong
Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment

生理信号的分层多模态融合，具有场景适应和对比对齐的情感识别

INFORMATION FUSION
IF15.5
2024-03-018
PRE
Tang, Jiehao; Ma, Zhuang; Gan, Kaiyu; Zhang, Jianhua; Yin, Zhong
Generic Mental Workload Measurement Using a Shared Spatial Map Network With Different EEG Channel Layouts
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
2024-01-012
PRE
Yin, Zhong; Tang, Jiehao; Zhang, Jing; Wang, Zhe; Zhang, Jianhua; Wang, Yagang; Zhang, Bingxue
Inter-subject cognitive workload estimation based on a cascade ensemble of multilayer autoencoders
EXPERT SYSTEMS WITH APPLICATIONS
IF7.5
2023-01-017
PRE
Zheng, Zhanpeng; Yin, Zhong; Wang, Yongxiong; Zhang, Jianhua
Recognition of cognitive load with a stacking network ensemble of denoising autoencoders and abstracted neurophysiological features
COGNITIVE NEURODYNAMICS
IF3.9
2020-10-074
OAAI
Cao, Zixuan; Yin, Zhong; Zhang, Jianhua
Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

使用多模态数据和机器学习技术的情感识别: 教程和评论

INFORMATION FUSION
IF15.5
2020-07-01344
OAAI
Zhang, Jianhua; Yin, Zhong; Chen, Peng; Nichele, Stefano
Instantaneous mental workload assessment using time-frequency analysis and semi-supervised learning
COGNITIVE NEURODYNAMICS
IF3.9
2020-05-125
OAAI
Zhang, Jianhua; Li, Jianrong; Wang, Rubin
Improved Salp Swarm Algorithm Based on Levy Flight and Sine Cosine Operator
IEEE ACCESS
IF3.6
2020-01-0175
OAAI
Zhang, J.; Wang, J. S.
Improved Whale Optimization Algorithm Based on Nonlinear Adaptive Weight and Golden Sine Operator
IEEE ACCESS
IF3.6
2020-01-0161
OAAI
Zhang, J.; Wang, J. S.
Task-generic mental fatigue recognition based on neurophysiological signals and dynamical deep extreme learning machine
NEUROCOMPUTING
IF6.5
2018-03-0137
PREAI
Yin, Zhong; Zhang, Jianhua
Modelling and supervisory control of hybrid dynamical systems via fuzzy l-complete approximation approach
NONLINEAR ANALYSIS-HYBRID SYSTEMS
IF4.1
2018-02-012
PREAI
Zhang, Jianhua; Xia, Jiajun; Wang, Rubin
Cross-subject recognition of operator functional states via EEG and switching deep belief networks with adaptive weights
NEUROCOMPUTING
IF6.5
2017-10-0142
PREAI
Yin, Zhong; Zhang, Jianhua
Nonlinear Dynamic Classification of Momentary Mental Workload Using Physiological Features and NARX-Model-Based Least-Squares Support Vector Machines
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
IF4.4
2017-08-0122
PREAI
Zhang, Jianhua; Yin, Zhong; Wang, Rubin
Pattern Classification of Instantaneous Cognitive Task-load Through GMM Clustering, Laplacian Eigenmap, and Ensemble SVMs
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
2017-07-0139
PREAI
Zhang, Jianhua; Yin, Zhong; Wang, Rubin
Modeling and control of operator functional state in a unified framework of fuzzy inference petri nets
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
2017-06-0125
OAAI
Zhang, Jian-Hua; Xia, Jia-Jun; Garibaldi, Jonathan M.; Groumpos, Petros P.; Wang, Ru-Bin
Pattern Recognition of Momentary Mental Workload Based on Multi-Channel Electrophysiological Data and Ensemble Convolutional Neural Networks
FRONTIERS IN NEUROSCIENCE
IF3.2
2017-05-3020
OAAI
Zhang, Jianhua; Li, Sunan; Wang, Rubin

Research Directions

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