Research Explorer

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Researcher

Timo De Waele

Publications & Research Data

Awards & Distinctions

11 Results

2026

Generalized ECG Heartbeat Classification Using Time-Series Transformers

Timo De WaeleJaron FontaineEli De PoorterAdnan Shahid

U Journal Article in IEEE ACCESS

2025

Enhancing animal and human healthcare monitoring with machine learning : overcoming data scarcity, class imbalance, and lack of generalisability

Timo De WaeleAdnan ShahidEli De PoorterFrank Tuyttens

Euclid preparation : LXVIII. Extracting physical parameters from galaxies with machine learning

Inja KovacicMaarten BaesAngelos NersesianNick AndreadisL. Nemani[missing] Abdurro’ufL. BisigelloM. BolzonellaC. TortoraArjen van der Wel et al.

A1 Journal Article in ASTRONOMY & ASTROPHYSICS

2024

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

Shoaib SattarRafia MumtazMamoon QadirSadaf MumtazMuhammad Ajmal KhanTimo De WaeleEli De PoorterIngrid MoermanAdnan Shahid

A1 Journal Article in SENSORS

Enabling uncoordinated dynamic spectrum sharing between LTE and NR networks

Merkebu GirmayVasilis MaglogiannisDries NaudtsTimo De WaeleEli De PoorterAdnan ShahidH. Vincent PoorIngrid Moerman

A1 Journal Article in IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Goats on the move : evaluating machine learning models for goat activity analysis using accelerometer data

Arthur HollevoetTimo De WaeleDaniel PeraltaFrank TuyttensEli De PoorterAdnan Shahid

A1 Journal Article in ANIMALS

Improved deep learning based ECG classification through automated feature selection and weighted loss function

Timo De WaeleDaniel PeraltaEli De PoorterAdnan Shahid

2023

Time-series-based feature selection and clustering for equine activity recognition using accelerometers

Timo De WaeleAdnan ShahidDaniel PeraltaAnniek EerdekensMargot DeruyckFrank TuyttensEli De Poorter

A1 Journal Article in IEEE SENSORS JOURNAL

2022

Multiclass heartbeat classification using ECG signals and convolutional neural networks

Muhammad Deedahwar Mazhar QureshiDaniel PeraltaEli De PoorterRafia MumtazAdnan ShahidIngrid MoermanTimo De Waele

2021

Drone-mounted RFID-based rack localization for assets in warehouses using deep learning

Jaron FontaineTimo De WaeleAdnan ShahidEmmeric TanghePieter SuanetWout JosephJeroen HoebekeEli De Poorter

Internet of animals : unsupervised foaling detection based on accelerometer data

Timo De WaeleJaron FontaineAnniek EerdekensMargot DeruyckJan GovaereWout JosephAdnan ShahidEli De Poorter