Ghent University Academic Bibliography

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Cross-room CO2-based presence detection for occupancy profiling

Jelle Vanhaeverbeke (UGent) , Emiel Deprost (UGent) , Steven Verstockt (UGent) and Sofie Van Hoecke (UGent)

(2025) IEEE ACCESS. 13. p.120917-120930
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High-stake student drop-out prediction using hidden Markov models in fully asynchronous subscription-based MOOCs

Dries Benoit (UGent) , Wai Tsang, Kristof Coussement and Annelies Raes

(2024) TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE. 198.
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A posteriori control densities : imitation learning from partial observations

Tom Lefebvre (UGent) and Guillaume Crevecoeur (UGent)

(2023) PATTERN RECOGNITION LETTERS. 169. p.87-94
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Identification of phage receptor-binding protein sequences with hidden Markov models and an extreme gradient boosting classifier

Dimitri Boeckaerts, Michiel Stock (UGent) , Bernard De Baets (UGent) and Yves Briers (UGent)

(2022) VIRUSES-BASEL. 14(6).
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Information-theoretic policy learning from partial observations with fully informed decision makers

Tom Lefebvre (UGent)

(2022) PATTERN RECOGNITION LETTERS. 164. p.81-88
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Map matching and lane detection based on Markovian behavior, GIS, and IMU data

Jens Trogh, Dick Botteldooren (UGent) , Bert De Coensel (UGent) , Luc Martens (UGent) , Wout Joseph (UGent) and David Plets (UGent)

(2022) IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 23(3). p.2056-2070
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- C3
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Two novel approaches to identify phage receptor-binding protein sequences

Dimitri Boeckaerts, Michiel Stock (UGent) , Bernard De Baets (UGent) and Yves Briers (UGent)

(2022) Viruses of Microbes 2022, Abstracts.
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A localized learning approach applied to human activity recognition

Ahmed Youssef, Jean-marie Aerts, Bart Vanrumste and Stijn Luca (UGent)

(2021) IEEE INTELLIGENT SYSTEMS. 36(3). p.58-71
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Intrusion detection system based on integrated system calls graph and neural networks

F. J. Mora-Gimeno, H. Mora-Mora, Bruno Volckaert (UGent) and Ankita Atrey

(2021) IEEE ACCESS. 9. p.9822-9833
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Automated sleep apnea detection in raw respiratory signals using long short-term memory neural networks

Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2019) IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 23(6). p.2354-2364

Academic Bibliography

Cross-room CO2-based presence detection for occupancy profiling

High-stake student drop-out prediction using hidden Markov models in fully asynchronous subscription-based MOOCs

A posteriori control densities : imitation learning from partial observations

Identification of phage receptor-binding protein sequences with hidden Markov models and an extreme gradient boosting classifier

Information-theoretic policy learning from partial observations with fully informed decision makers

Map matching and lane detection based on Markovian behavior, GIS, and IMU data

Two novel approaches to identify phage receptor-binding protein sequences

A localized learning approach applied to human activity recognition

Intrusion detection system based on integrated system calls graph and neural networks

Automated sleep apnea detection in raw respiratory signals using long short-term memory neural networks

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