Ghent University Academic Bibliography

Your filters: cql: keyword exact "Deep Learning"

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Robust detection of background acoustic scene in the presence of foreground speech

Siyuan Song (UGent) , Yanjue Song (UGent) and Nilesh Madhu (UGent)

(2024) APPLIED SCIENCES-BASEL. 14(2).
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Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images

Junfeng Gao, Wenzhi Liao (UGent) , David Nuyttens, Peter Lootens, Erik Alexandersson and Jan Pieters (UGent)

(2024) EXPERT SYSTEMS WITH APPLICATIONS. 246.
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A comparison of embedding aggregation strategies in drug-target interaction prediction

Dimitrios Iliadis (UGent) , Bernard De Baets (UGent) , Tapio Pahikkala and Willem Waegeman (UGent)

(2024) BMC BIOINFORMATICS. 25(1).
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Explainable deep learning to classify royal navy ships

Bart Baesens, Amy Adams, Rodrigo Pacheco-Ruiz, Ann-Sophie Baesens and Seppe vanden Broucke (UGent)

(2024) IEEE ACCESS. 12. p.1774-1785
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An optimal wind farm operation strategy for the provision of frequency containment reserve incorporating active wake control

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

(2024) IEEE TRANSACTIONS ON SUSTAINABLE ENERGY. 15(1). p.276-289
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Potential of globally distributed topsoil mid-infrared spectral library for organic carbon estimation

Yongsheng Hong, Jonathan Sanderman, Tomislav Hengl, Songchao Chen, Nan Wang, Jie Xue, Zhiqing Zhuo, Jie Peng, Shuo Li, Yiyun Chen, et al.

(2024) CATENA. 235.
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Cardiac arrhythmia classification using advanced deep learning techniques on digitized ECG datasets

Shoaib Sattar, Rafia Mumtaz, Mamoon Qadir, Sadaf Mumtaz, Muhammad Ajmal Khan, Timo De Waele (UGent) , Eli De Poorter (UGent) , Ingrid Moerman (UGent) and Adnan Shahid (UGent)

(2024) SENSORS. 24(8).
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MSDeepAMR : antimicrobial resistance prediction based on deep neural networks and transfer learning

Xaviera A. Lopez-Cortes, Jose M. Manriquez-Troncoso, Ruber Hernandez-Garcia and Daniel Peralta (UGent)

(2024) FRONTIERS IN MICROBIOLOGY. 15.
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Cow key point detection in indoor housing conditions with a deep learning model

M. Taghavi, H. Russello, W. Ouweltjes, C. Kamphuis and Ines Adriaens (UGent)

(2024) JOURNAL OF DAIRY SCIENCE. 107(4). p.2374-2389
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Assessing the reliability of point mutation as data augmentation for deep learning with genomic data

Hyunjung Lee, Utku Özbulak, Homin Park (UGent) , Stephen Depuydt (UGent) , Wesley De Neve (UGent) and Joris Vankerschaver (UGent)

(2024) BMC BIOINFORMATICS. 25(1).

Academic Bibliography

Robust detection of background acoustic scene in the presence of foreground speech

Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images

A comparison of embedding aggregation strategies in drug-target interaction prediction

Explainable deep learning to classify royal navy ships

An optimal wind farm operation strategy for the provision of frequency containment reserve incorporating active wake control

Potential of globally distributed topsoil mid-infrared spectral library for organic carbon estimation

Cardiac arrhythmia classification using advanced deep learning techniques on digitized ECG datasets

MSDeepAMR : antimicrobial resistance prediction based on deep neural networks and transfer learning

Cow key point detection in indoor housing conditions with a deep learning model

Assessing the reliability of point mutation as data augmentation for deep learning with genomic data

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