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Erik Mannens full professor
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Publications Erik Mannens

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  • Erik Mannens

Machine learning models and analysis techniques for river floods detection in complex and data scarce terrains

Source
Antwerpen, University of Antwerp,xxiii, 172 p.
Author(s)
    Lawrence Nehemiah Mdegela, Erik Mannens, Yorick De Bock
Citation link

Toward sustainable Mars exploration : a perspective on collaborative intelligent systems

Source
Aerospace - ISSN 2226-4310-12:5 (2025) p. 1-21
Author(s)
    Thomas Janssen, Ritesh Kumar Singh, Philippe Reiter, Anuj Justus Rajappa, Priyesh Pappinisseri Puluckul, Mohmmadsadegh Mokhtari, Mohammad Hasan Rahmani, Erik Mannens, Jeroen Famaey, Maarten Weyn
Citation link

Real-world implementation of offline model-free reinforcement learning for thermostat control

Source
2025 IEEE International Conference on Mechatronics (ICM), 28 February - 02 March, 2025, Wollongong, Australia- () p. 1-6
Author(s)
    Sara Ghane, Furkan Elmaz, Stef Jacobs, Thomas Huybrechts, Ivan Verhaert, Siegfried Mercelis, Erik Mannens
Citation link

Model-free deep reinforcement learning for adaptive supply temperature control in collective space heating systems

Source
ACM Transactions on Intelligent Systems and Technology (TIST) - ISSN 2157-6904-16:2 (2025) p. 1-31
Author(s)
    Sara Ghane, Stef Jacobs, Thomas Huybrechts, Peter Hellinckx, Siegfried Mercelis, Ivan Verhaert, Erik Mannens
Citation link

Device-free crowd size estimation using wireless sensing on subway platforms

Source
Applied sciences - ISSN 2076-3417-14:20 (2024) p. 1-16
Author(s)
    Robin Janssens, Erik Mannens, Rafael Berkvens, Stijn Denis
Citation link
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