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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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). In Proceedings of International Joint Conference on Neural Networks 3. p.1-8
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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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Enabling uncoordinated dynamic spectrum sharing between LTE and NR networks

Merkebu Girmay (UGent) , 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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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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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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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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Drone-mounted RFID-based rack localization for assets in warehouses using deep learning

Jaron Fontaine (UGent) , Timo De Waele (UGent) , Adnan Shahid (UGent) , Emmeric Tanghe (UGent) , Pieter Suanet, Wout Joseph (UGent) , Jeroen Hoebeke (UGent) and Eli De Poorter (UGent)

(2021) 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). In IEEE International Conference on Emerging Technologies and Factory Automation-ETFA