Ghent University Academic Bibliography

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Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism

Wannes De Groote (UGent) , Edward Kikken, Erik Hostens, Sofie Van Hoecke (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(1). p.103-114
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Global maps and factors driving forest foliar elemental composition : the importance of evolutionary history

Helena Vallicrosa, Jordi Sardans, Joan Maspons, Paolo Zuccarini, Marcos Fernández‐Martínez, Marijn Bauters (UGent) , Daniel S. Goll, Philippe Ciais, Michael Obersteiner, Ivan A. Janssens, et al.

(2022) NEW PHYTOLOGIST. 233(1). p.169-181
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Model predictive control with a cascaded Hammerstein neural network of a wind turbine providing frequency containment reserve

Nezmin Kayedpour (UGent) , Arash Ebneali Samani (UGent) , Jeroen De Kooning (UGent) , Lieven Vandevelde (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE TRANSACTIONS ON ENERGY CONVERSION. 37(1). p.198-209
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Prediction of wave overtopping discharge on coastal protection structure using SPH-based and neural networks method

Bao-Loi Dang (UGent) , Quoc Viet Dang, Magd Abdel Wahab (UGent) and H. Nguyen-Xuan

(2022) Proceedings of the 4th International Conference on Numerical Modelling in Engineering : volume 1 : Numerical modelling in Civil Engineering, NME 2021. In Lecture Notes in Civil Engineering 217. p.71-79
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A review of evaluation practices of gesture generation in embodied conversational agents

Pieter Wolfert (UGent) , Nicole Robinson and Tony Belpaeme (UGent)

(2022) IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS. p.1-11
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Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma

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

(2022) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS.
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Intrusion detection system based on integrated system calls graph and neural networks

F. J. Mora-Gimeno, H. Mora-Mora, Bruno Volckaert (UGent) and Ankita Atrey (UGent)

(2021) IEEE ACCESS. 9. p.9822-9833
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Artificial neural networks for positioning of gamma interactions in monolithic PET detectors

Milan Decuyper (UGent) , Mariele Stockhoff (UGent) , Stefaan Vandenberghe (UGent) and Roel Van Holen (UGent)

(2021) PHYSICS IN MEDICINE AND BIOLOGY. 66(7).
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Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification

Roberto Medico (UGent) , Joeri Ruyssinck (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2021) ADVANCES IN DATA ANALYSIS AND CLASSIFICATION. 15(4). p.911-936
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Bacterial species identification using MALDI-TOF mass spectrometry and machine learning techniques : a large-scale benchmarking study

Thomas Mortier (UGent) , Anneleen Wieme (UGent) , Peter Vandamme (UGent) and Willem Waegeman (UGent)

(2021) COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL. 19. p.6157-6168

Academic Bibliography

Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism

Global maps and factors driving forest foliar elemental composition : the importance of evolutionary history

Model predictive control with a cascaded Hammerstein neural network of a wind turbine providing frequency containment reserve

Prediction of wave overtopping discharge on coastal protection structure using SPH-based and neural networks method

A review of evaluation practices of gesture generation in embodied conversational agents

Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma

Intrusion detection system based on integrated system calls graph and neural networks

Artificial neural networks for positioning of gamma interactions in monolithic PET detectors

Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification

Bacterial species identification using MALDI-TOF mass spectrometry and machine learning techniques : a large-scale benchmarking study

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