Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Timo De Waele

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0001-6518-9834

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- Journal Article
- open access
Generalized ECG Heartbeat Classification Using Time-Series Transformers

Timo De Waele (UGent) , Jaron Fontaine (UGent) , Eli De Poorter (UGent) and Adnan Shahid (UGent)

(2026) IEEE ACCESS. 14. p.7699-7714
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- PhD Thesis
Enhancing animal and human healthcare monitoring with machine learning : overcoming data scarcity, class imbalance, and lack of generalisability

Timo De Waele (UGent)

(2025)
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- Journal Article
- A1
- open access
Euclid preparation : LXVIII. Extracting physical parameters from galaxies with machine learning

Inja Kovacic (UGent) , Maarten Baes (UGent) , Angelos Nersesian (UGent) , Nick Andreadis (UGent) , L. Nemani, [missing] Abdurro’uf, L. Bisigello, M. Bolzonella, C. Tortora, Arjen van der Wel (UGent) , et al.

(2025) ASTRONOMY & ASTROPHYSICS. 695.
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- Conference Paper
- P1
- open access
Improved deep learning based ECG classification through automated feature selection and weighted loss function

Timo De Waele (UGent) , Daniel Peralta (UGent) , Eli De Poorter (UGent) and Adnan Shahid (UGent)

(2024) 2024 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN 2024. In IEEE International Joint Conference on Neural Networks (IJCNN) 3. p.1-8
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- Journal Article
- A1
- open access
Goats on the move : evaluating machine learning models for goat activity analysis using accelerometer data

Arthur Hollevoet, Timo De Waele (UGent) , Daniel Peralta (UGent) , Frank Tuyttens (UGent) , Eli De Poorter (UGent) and Adnan Shahid (UGent)

(2024) ANIMALS. 14(13).
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- Journal Article
- A1
- open access
Enabling uncoordinated dynamic spectrum sharing between LTE and NR networks

Merkebu Girmay, Vasilis Maglogiannis (UGent) , Dries Naudts (UGent) , Timo De Waele (UGent) , Eli De Poorter (UGent) , Adnan Shahid (UGent) , H. Vincent Poor and Ingrid Moerman (UGent)

(2024) IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 23(6). p.5953-5968
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- Journal Article
- A1
- open access
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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- Journal Article
- A1
- open access
Time-series-based feature selection and clustering for equine activity recognition using accelerometers

Timo De Waele (UGent) , Adnan Shahid (UGent) , Daniel Peralta (UGent) , Anniek Eerdekens (UGent) , Margot Deruyck (UGent) , Frank Tuyttens (UGent) and Eli De Poorter (UGent)

(2023) IEEE SENSORS JOURNAL. 23(11). p.11855-11868
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- Conference Paper
- C1
- open access
Multiclass heartbeat classification using ECG signals and convolutional neural networks

Muhammad Deedahwar Mazhar Qureshi, Daniel Peralta (UGent) , Eli De Poorter (UGent) , Rafia Mumtaz, Adnan Shahid (UGent) , Ingrid Moerman (UGent) and Timo De Waele (UGent)

(2022) 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2).
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Internet of animals : unsupervised foaling detection based on accelerometer data

Timo De Waele (UGent) , Jaron Fontaine (UGent) , Anniek Eerdekens (UGent) , Margot Deruyck (UGent) , Jan Govaere (UGent) , Wout Joseph (UGent) , Adnan Shahid (UGent) and Eli De Poorter (UGent)

(2021) 2021 IEEE 7th World Forum on Internet of Things (WF-IoT). p.315-320

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