Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Azarakhsh Jalalvand

Faculty of Engineering and Architecture > Department of Applied physics

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Azarakhsh.Jalalvand@UGent.be

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Hybrid static-sensory data modeling for prediction tasks in basic oxygen furnace process

Davi Alberto Sala (UGent) , Andy Van Yperen-De Deyne (UGent) , Erik Mannens (UGent) and Azarakhsh Jalalvand (UGent)

(2022) APPLIED INTELLIGENCE.
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PyRCN : a toolbox for exploration and application of Reservoir Computing Networks

Peter Steiner, Azarakhsh Jalalvand (UGent) , Simon Stone and Peter Birkholz

(2022) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 113.
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Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma

Azarakhsh Jalalvand (UGent) , Joseph Abbate, Rory Conlin, Geert Verdoolaege (UGent) and Egemen Kolemen

(2022) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 33(6). p.2630-2641
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- Journal Article
- A1
- open access
Alfven eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks

Azarakhsh Jalalvand (UGent) , Alan A. Kaptanoglu, Alvin, V Garcia, Andrew O. Nelson, Joseph Abbate, Max E. Austin, Geert Verdoolaege (UGent) , Steven L. Brunton, William W. Heidbrink and Egemen Kolemen

(2022) NUCLEAR FUSION. 62(2).
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- Conference Paper
- P1
- open access
Unsupervised pretraining of echo state networks for onset detection

Peter Steiner, Azarakhsh Jalalvand (UGent) and Peter Birkholz

(2021) ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2021, PT V. In Lecture Notes in Computer Science 12895. p.59-70
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- Conference Paper
- P1
- open access
Improved acoustic modeling for automatic piano music transcription using echo state networks

Peter Steiner, Azarakhsh Jalalvand (UGent) and Peter Birkholz

(2021) ADVANCES IN COMPUTATIONAL INTELLIGENCE (IWANN 2021), PT II. In Lecture Notes in Computer Science 12862. p.143-154
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- Journal Article
- A1
- open access
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems

Utku Özbulak, Baptist Vandersmissen, Azarakhsh Jalalvand (UGent) , Ivo Couckuyt (UGent) , Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2021) COMPUTER VISION AND IMAGE UNDERSTANDING. 202.
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- Conference Paper
- P1
- open access
Feature engineering and stacked echo state networks for musical onset detection

P. Steiner, Azarakhsh Jalalvand (UGent) , S. Stone and P. Birkholz

(2021) ICPR2020, 25th International Conference on Pattern Recognition, Proceedings. In International Conference on Pattern Recognition p.9537-9544
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- Conference Paper
- P1
- open access
Multipitch tracking in music signals using Echo State Networks

P. Steiner, S. Stone, P. Birkholz and Azarakhsh Jalalvand (UGent)

(2020) EUSIPCO 2020, 28th European Signal Processing Conference, Proceedings. p.126-130
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- Conference Paper
- C3
- open access
Hyper-dimensional time-series data analysis with reservoir computing networks to predict plasma profiles in tokamak

Azarakhsh Jalalvand (UGent) , J. Abbate, R. Conlin, E. Koleman and Geert Verdoolaege (UGent)

(2020) DPP2020, 62nd Annual Meeting of the APS Division of Plasma Physics, Abstracts.

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