Ghent University Academic Bibliography

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New data‐driven method for estimation of net ecosystem carbon exchange at meteorological stations effectively increases the global carbon flux data

Wenqiang Zhang (UGent) , Geping Luo, Xiuliang Yuan, Chaofan Li, Mingjuan Xie (UGent) , Yuangang Wang, Xiaofei Ma, Haiyang Shi, Rafiq Hamdi (UGent) , Olaf Hellwich, et al.

(2023) METHODS IN ECOLOGY AND EVOLUTION. 14(9). p.2449-2463
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Capturing complexity over space and time via deep learning : an application to real-time delay prediction in railways

Léon Sobrie (UGent) , Marijn Verschelde (UGent) , Veerle Hennebel and Bart Roets (UGent)

(2023) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 310(3). p.1201-1217
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Using social media photos and computer vision to assess cultural ecosystem services and landscape features in urban parks

Songyao Huai (UGent) , Fen Chen, Song Liu, Frank Canters and Tim Van de Voorde (UGent)

(2022) ECOSYSTEM SERVICES. 57.
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Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems

Ward Quaghebeur (UGent) , Elena Torfs (UGent) , Bernard De Baets (UGent) and Ingmar Nopens (UGent)

(2022) WATER RESEARCH. 213.
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Magnetic nanoparticles in theranostic applications

Annelies Coene (UGent) and Jonathan Leliaert (UGent)

(2022) JOURNAL OF APPLIED PHYSICS. 131(16).
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Machine learning applications in river research : trends, opportunities and challenges

Long Tuan Ho (UGent) and Peter Goethals (UGent)

(2022) METHODS IN ECOLOGY AND EVOLUTION. 13(11). p.2603-2621
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CT-SAT : contextual transformer for sequential audio tagging

Yuanbo Hou (UGent) , Zhaoyi Liu, Bo Kang (UGent) , Yun Wang and Dick Botteldooren (UGent)

(2022) p.4147-4151
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Spikemax : spike-based loss methods for classification

Sumit Bam Shrestha, Longwei Zhu and Pengfei Sun (UGent)

(2022) 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN). In IEEE International Joint Conference on Neural Networks (IJCNN)
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Relation-guided acoustic scene classification aided with event embeddings

Yuanbo Hou (UGent) , Bo Kang (UGent) , Wout Van Hauwermeiren (UGent) and Dick Botteldooren (UGent)

(2022) 2022 International Joint Conference on Neural Networks (IJCNN). In Proceedings of International Joint Conference on Neural Networks
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Exploiting temporal context in CNN based multisource DOA estimation

Alexander Bohlender (UGent) , Ann Spriet, Wouter Tirry and Nilesh Madhu (UGent)

(2021) IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING. 29. p.1594-1608

Academic Bibliography

New data‐driven method for estimation of net ecosystem carbon exchange at meteorological stations effectively increases the global carbon flux data

Capturing complexity over space and time via deep learning : an application to real-time delay prediction in railways

Using social media photos and computer vision to assess cultural ecosystem services and landscape features in urban parks

Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems

Magnetic nanoparticles in theranostic applications

Machine learning applications in river research : trends, opportunities and challenges

CT-SAT : contextual transformer for sequential audio tagging

Spikemax : spike-based loss methods for classification

Relation-guided acoustic scene classification aided with event embeddings

Exploiting temporal context in CNN based multisource DOA estimation

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