Follow
Jianhua Zhang
Jianhua Zhang
Professor of Computer Science, Oslo Metropolitan University, Norway
Verified email at oslomet.no - Homepage
Title
Cited by
Cited by
Year
Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review
J Zhang, Z Yin, P Chen, S Nichele
Information Fusion 59, 103-126, 2020
5022020
Recognition of emotions using multimodal physiological signals and an ensemble deep learning model
Z Yin, M Zhao, Y Wang, J Yang, J Zhang
Computer methods and programs in biomedicine 140, 93-110, 2017
3932017
Cross-session classification of mental workload levels using EEG and an adaptive deep learning model
Z Yin, J Zhang
Biomedical Signal Processing and Control 33, 30-47, 2017
1532017
Cross-subject EEG feature selection for emotion recognition using transfer recursive feature elimination
Z Yin, Y Wang, L Liu, W Zhang, J Zhang
Frontiers in neurorobotics 11, 19, 2017
1472017
Recognition of mental workload levels under complex human–machine collaboration by using physiological features and adaptive support vector machines
J Zhang, Z Yin, R Wang
IEEE Transactions on Human-Machine Systems 45 (2), 200-214, 2015
1032015
Operator functional state classification using least-square support vector machine based recursive feature elimination technique
Z Yin, J Zhang
Computer methods and programs in biomedicine 113 (1), 101-115, 2014
742014
P300 Chinese input system based on Bayesian LDA
J Jin, BZ Allison, C Brunner, B Wang, X Wang, J Zhang, C Neuper, ...
Biomedizinische Technik/Biomedical Engineering 55 (1), 5-18, 2010
732010
Identification of temporal variations in mental workload using locally-linear-embedding-based EEG feature reduction and support-vector-machine-based clustering and …
Z Yin, J Zhang
Computer methods and programs in biomedicine 115 (3), 119-134, 2014
702014
Assessing cognitive mental workload via EEG signals and an ensemble deep learning classifier based on denoising autoencoders
S Yang, Z Yin, Y Wang, W Zhang, Y Wang, J Zhang
Computers in biology and medicine 109, 159-170, 2019
632019
Assessment of human operator functional state using a novel differential evolution optimization based adaptive fuzzy model
R Wang, J Zhang, Y Zhang, X Wang
Biomedical Signal Processing and Control 7 (5), 490-498, 2012
612012
Percutaneous biphasic electrical stimulation for treatment of obstructive sleep apnea syndrome
L Hu, X Xu, Y Gong, X Fan, L Wang, J Zhang, Y Zeng
IEEE Transactions on Biomedical Engineering 55 (1), 181-187, 2008
612008
Cross-subject recognition of operator functional states via EEG and switching deep belief networks with adaptive weights
Z Yin, J Zhang
Neurocomputing 260, 349-366, 2017
492017
Pattern classification of instantaneous cognitive task-load through GMM clustering, laplacian eigenmap, and ensemble SVMs
J Zhang, Z Yin, R Wang
IEEE/ACM transactions on computational biology and bioinformatics 14 (4 …, 2017
492017
Mid-term efficacy of percutaneous laser disc decompression for treatment of cervical vertigo
L Ren, B Guo, J Zhang, Z Han, T Zhang, Q Bai, Y Zeng
European Journal of Orthopaedic Surgery & Traumatology 24 (1), 153-158, 2014
442014
Predicting pregnancy-induced hypertension with dynamic hemodynamics
J Song, S Zhang, Y Qiao, Z Luo, J Zhang, Y Zeng, L Wang
European Journal of Obstetrics & Gynecology and Reproductive Biology 117 (2 …, 2004
432004
Task-generic mental fatigue recognition based on neurophysiological signals and dynamical deep extreme learning machine
Z Yin, J Zhang
Neurocomputing 283, 266-281, 2018
412018
Intelligent identification of multi-level nanopore signatures for accurate detection of cancer biomarkers
JH Zhang, XL Liu, ZL Hu, YL Ying, YT Long
Chemical communications 53 (73), 10176-10179, 2017
392017
High-bandwidth nanopore data analysis by using a modified hidden Markov model
J Zhang, X Liu, YL Ying, Z Gu, FN Meng, YT Long
Nanoscale 9 (10), 3458-3465, 2017
392017
Modeling and control of operator functional state in a unified framework of fuzzy inference petri nets
JH Zhang, JJ Xia, JM Garibaldi, PP Groumpos, RB Wang
Computer methods and programs in biomedicine 144, 147-163, 2017
362017
Physiological-signal-based mental workload estimation via transfer dynamical autoencoders in a deep learning framework
Z Yin, M Zhao, W Zhang, Y Wang, Y Wang, J Zhang
Neurocomputing 347, 212-229, 2019
322019
The system can't perform the operation now. Try again later.
Articles 1–20