English version
Jianhua Zhang

Jianhua Zhang

Kort om

Jianhua Zhang is a full Professor at OsloMet AI Lab, Dept. of Computer Science, Oslo Metropolitan University, Norway. Dr Zhang received PhD from Ruhr University Bochum, Germany and did postdoc. at the University of Sheffield, UK. He was a Guest Scientist at Dresden University of Technology from 2002 to 2003 and Visiting Professor at the Technical University of Berlin during 2008-2015. His research interests include computational intelligence, machine learning, intelligent systems and control, human-machine systems, brain signal processing, and brain-machine interaction. He has published 4 books, 11 book chapters, and over 150 technical papers. He serves as Chair of IFAC TC on Human-Machine Systems, Vice Chair of IEEE Norway Section, and Vice Chair of IEEE CIS Norway Chapter. He is on editorial board of 4 international journals, including Frontiers in Neuroscience, Cognitive Neurodynamics, and Cognition, Technology & Work. He was chair or keynote speaker for a number of international conferences.

Fagområder

Vitenskapsdisipliner

Datateknologi   Teknisk kybernetikk

Emner

Kunstig intelligens   Maskinlæring   Mønstergjenkjenning   Reguleringsteknikk   Datagruvedrift   Nevroinformatikk   Intelligente systemer   Mann maskin stystem   Beregnende intelligens   Non Stationary signal analysis

Land

Norge

Publikasjoner og forskningsresultater

Vitenskapelige publikasjoner

Zhang, Jianhua; Yin, Zhong; Chen, Peng; Nichele, Stefano (2020). Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review. Information Fusion. Vol. 59.

Zhong, Xiaolong; Yin, Zhong; Zhang, Jianhua (2020). Cross-Subject emotion recognition from EEG using Convolutional Neural Networks. Chinese Control Conference (CCC) . Vol. 2020-.

Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. Castillo, Pedro A.; Laredo, Juan Luis Jiménez; de Vega, Francisco Fernández (Red.). Applications of Evolutionary Computation. s. 133-148. Springer.

Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality. Cognitive Neurodynamics .
https://hdl.handle.net/11250/2657791

Zhang, Jianhua; Li, Jianrong; Nichele, Stefano (2020). Instantaneous Mental Workload Recognition Using Wavelet-Packet Decomposition and Semi-Supervised Learning. Huang, Tingwen (Red.). Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI2019). KAPITTEL. s. 409-415. IEEE.

Zhang, Jianhua; Chen, Peng; Nichele, Stefano; Yazidi, Anis (2020). Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning. Huang, Tingwen (Red.). Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI2019). KAPITTEL. s. 403-408. IEEE.

Zhang, Jianhua; Ling, Chen; Li, Sunan (2019). EMG Signals based Human Action Recognition via Deep Belief Networks. IFAC-PapersOnLine . Vol. 52.

Cao, Z.; Yin, Zhong; Zhang, Jianhua (2019). Classification of mental workload levels using EEG and hybrid model of stacked denoising autoencoder. Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. KAPITTEL. IEEE.
http://www.nichele.eu/ICDL-EPIROB_NSM/5-Cao.pdf

Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar (2019). A general representation of dynamical systems for reservoir computing. Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. paper No. 8. IEEE.
https://arxiv.org/pdf/1907.01856.pdf

Li, J.; Zhang, Jianhua; Xia, J.; Chen, P. (2019). Mental workload classification based on semi-supervised extreme learning machine. Journal of East China University of Science and Technology (Natural Science Edition). Vol. 45.





Publikasjonslisten er hentet ut av Cristin. Listen kan være ufullstendig