All data science & AI publications

Journal Articles

1. Doré, Sydney; Coutinho, Jonathan; Khan, Aarlenne Z.; Lefèvre, Philippe; Blohm, Gunnar. Latency and amplitude of catch-up saccades to accelerating targets. In: Journal of Neurophysiology, Vol. 133, no.1, p. 3-13 (2025). doi:10.1152/jn.00123.2024. http://hdl.handle.net/2078.1/297618

2. Absil, Pierre-Antoine; Mataigne, Simon. The Ultimate Upper Bound on the Injectivity Radius of the Stiefel Manifold. In: SIAM Journal on Matrix Analysis and Applications, Vol. 46, no.2, p. 1145-1167 (2025). doi:10.1137/24m1644808. http://hdl.handle.net/2078.1/300690

3. Lemaréchal, Yannick; Couture, Gabriel; Pelletier, François; Lefol, Ronan; Asselin, Pierre-Luc; Ouellet, Samuel; Bernard, Jérémie; Ebrahimpour, Leyla; Manem, Venkata S. K.; Topalis, Johanna; Schachtner, Balthasar; Jodogne, Sébastien; Joubert, Philippe; Jeblick, Katharina; Ingrisch, Michael; Després, Philippe. PARADIM: A Platform to Support Research at the Interface of Data Science and Medical Imaging. In: Journal of Imaging Informatics in Medicine, (2025). doi:10.1007/s10278-025-01554-y (Accepté/Sous presse). http://hdl.handle.net/2078.1/302037

4. Rocher, Luc; Hendrickx, Julien; Montjoye, Yves-Alexandre de. A scaling law to model the effectiveness of identification techniques. In: Nature Communications, Vol. 16, no.1 (2025). doi:10.1038/s41467-024-55296-6. http://hdl.handle.net/2078.1/302849

5. Dennis J.N.J. Soemers; Jakub Kowalski; Walter Crist; Summer Courts; Tim Penn; Piette, Eric. Bridging Artificial Intelligence (AI) and Cultural Heritage: Outcomes From the GameTable Working Group 1 (WG1) London Meeting. In: ICGA Journal: The Journal of the Computer Games Community, Vol. 47, no.1, p. 41-47 (2025). doi:10.1177/13896911251329543. http://hdl.handle.net/2078.1/305613

6. Mataigne, Simon; Absil, Pierre-Antoine; Miolane, Nina. Bounds on the geodesic distances on the Stiefel manifold for a family of Riemannian metrics. In: Linear Algebra and its Applications, Vol. 730, p. 1-34 (2026). doi:10.1016/j.laa.2025.10.003. http://hdl.handle.net/2078.1/306182

7. Daglayan Sevim, Hazan; Vary, Simon; Absil, O.; Cantalloube, F.; Christiaens, V.; Gillis, N.; Jacques, Laurent; Leplat, Valentin; Absil, Pierre-Antoine. An alternating minimization algorithm with trajectory for direct exoplanet detection : The AMAT algorithm. In: Astronomy & Astrophysics, Vol. 692, p. A126 (2024). doi:10.1051/0004-6361/202451242. http://hdl.handle.net/2078.1/294770

8. Monnoyer de Galland de Carnières, Gilles; Feuillen, Thomas; Vandendorpe, Luc; Jacques, Laurent. Grid Hopping in Sensor Networks: Acceleration Strategies for Single-Step Estimation Algorithms. In: IEEE Transactions on Signal Processing, Vol. 72, no.1, p. 4463-4478 (2024). doi:10.1109/tsp.2024.3465842. http://hdl.handle.net/2078.1/292969

9. Mathys, Aurore; Pollet, Yann; Gressin, Adrien; Muth, Xavier; Brecko, Jonathan; Dekoninck, Wouter; Vandenspiegel, Didier; Jodogne, Sébastien; Semal, Patrick. Sphaeroptica: A tool for pseudo-3D visualization and 3D measurements on arthropods. In: PLOS ONE, Vol. 19, no.10, p. 1-32 (2024). doi:10.1371/journal.pone.0311887. http://hdl.handle.net/2078.1/292875

10. Piette, Eric; Crist, Walter; Soemers, Dennis J.N.J.; Rougetet, Lisa; Courts, Summer; Penn, Tim; Morenville, Achille. GameTable COST action: kickoff report. In: ICGA Journal, Vol. 45, no. 4, p. 1-17 (2024). doi:10.3233/icg-240245. http://hdl.handle.net/2078.1/286762

11. Soemers, Dennis J.N.J.; Kowalski, Jakub; Piette, Eric; Morenville, Achille; Crist, Walter. GameTable Working Group 1 meeting report on search, planning, learning, and explainability. In: ICGA Journal, Vol. 46, no.1, p. 28-35 (2024). doi:10.3233/icg-240251. http://hdl.handle.net/2078.1/291979

12. Fierens, Amaury; Jodogne, Sébastien. BERTinchamps: Cost-Effective In-House Training of Language Models in French. In: Italian Journal of Computational Linguistics (IJCOL), Vol. 10, no. 2, p. 131-146 (2024). doi:10.17454/IJCOL102.07. http://hdl.handle.net/2078.1/297524

13. Córdova Bulens, David; du Bois de Dunilac, Sophie; Delhaye, Benoit; Lefèvre, Philippe; Redmond, Stephen J. Open-source instrumented object to study dexterous object manipulation. In: eNeuro, Vol. 11, no. 1, p. ENEURO.0211-23.2023 [1-14] (2024). doi:10.1101/2023.10.20.563288 (Accepté/Sous presse). http://hdl.handle.net/2078.1/279788

14. AliAbbasi, Easa; Muzammil, Muhammad; Sirin, Omer; Lefèvre, Philippe; Martinsen, Ørjan Grøttem; Basdogan, Cagatay. Effect of Finger Moisture on Tactile Perception of Electroadhesion. In: IEEE Transactions on Haptics, Vol. 17, no.4, p. 841-849 (2024). doi:10.1109/toh.2024.3441670. http://hdl.handle.net/2078.1/297619

15. Kalidindi, Hari Teja; Crevecoeur, Frédéric. Task-dependent coarticulation of movement sequences. In: eLife, Vol. 13 (2024). doi:10.7554/elife.96854.3. http://hdl.handle.net/2078.1/297311

16. Dopico, Froilán M.; Marcaida, Silvia; Quintana, María C.; Van Dooren, Paul. Linearizations of matrix polynomials viewed as Rosenbrock's system matrices. In: Linear Algebra and its Applications, Vol. 693, p. 116-139 (2024). doi:10.1016/j.laa.2023.05.010. http://hdl.handle.net/2078.1/299094

17. Hoffmann, Anne; Crevecoeur, Frédéric. Dissociable Effects of Urgency and Evidence Accumulation during Reaching Revealed by Dynamic Multisensory Integration. In: eneuro, Vol. 11, no.12, p. ENEURO.0262-24.2024 (2024). doi:10.1523/eneuro.0262-24.2024. http://hdl.handle.net/2078.1/297321

18. Benner, Peter; Goyal, Pawan; Van Dooren, Paul. Parameterized Interpolation of Passive Systems. In: SIAM Journal on Matrix Analysis and Applications, Vol. 45, no.2, p. 1035-1053 (2024). doi:10.1137/23m1580528. http://hdl.handle.net/2078.1/298562

19. Mei, Wenjun; Hendrickx, Julien; Chen, Ge; Bullo, Francesco; Dörfler, Florian. Convergence, Consensus, and Dissensus in the Weighted-Median Opinion Dynamics. In: IEEE Transactions on Automatic Control, Vol. 69, no.10, p. 6700-6714 (2024). doi:10.1109/tac.2024.3376752. http://hdl.handle.net/2078.1/302851

20. Berkhout, Joost; Heidergott, Bernd; Van Dooren, Paul. Perturbation and Inverse Problems of Stochastic Matrices. In: SIAM Journal on Matrix Analysis and Applications, Vol. 45, no.1, p. 553-584 (2024). doi:10.1137/22m1489162. http://hdl.handle.net/2078.1/298564

21. Zamani, Moslem; Glineur, François; Hendrickx, Julien. On the Set of Possible Minimizers of a Sum of Convex Functions. In: IEEE Control Systems Letters, Vol. 8, p. 1871-1876 (2024). doi:10.1109/lcsys.2024.3414378. http://hdl.handle.net/2078.1/293048

22. Ablin, Pierre; Vary, Simon; Gao, Bin; Absil, Pierre-Antoine. Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. In: Journal of Machine Learning Research, Vol. 25, no.389, p. 1-38 (2023). doi:10.48550/arXiv.2303.16510. http://hdl.handle.net/2078.1/298490

23. Goujaud, Baptiste; Moucer, Céline; Glineur, François; Hendrickx, Julien; Taylor, Adrien B.; Dieuleveut, Aymeric. PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python. In: Mathematical Programming Computation, Vol. 16, no.3, p. 337-367 (2024). doi:10.1007/s12532-024-00259-7. http://hdl.handle.net/2078.1/293047

24. Bousselmi, Nizar; Hendrickx, Julien; Glineur, François. Interpolation Conditions for Linear Operators and Applications to Performance Estimation Problems. In: SIAM Journal on Optimization, Vol. 34, no.3, p. 3033-3063 (2024). doi:10.1137/23m1575391. http://hdl.handle.net/2078.1/293045

25. Kirkove, D; Ben Mustapha, S; Jodogne, Sébastien; Pétré, B. L'utilisation de l'imagerie médicale en tant qu'outil d'éducation thérapeutique du patient en radiothérapie : étude de faisabilité. In: Revue médicale de Liège, Vol. 79, no.S1, p. 100-106 (2024). http://hdl.handle.net/2078.1/287399

26. Jodogne, Sébastien. Apport du logiciel libre en imagerie médicale. In: Revue médicale de Liège, Vol. 79, no.S1, p. 75-83 (2024). http://hdl.handle.net/2078.1/287398

27. Monnoyer de Galland de Carnières, Charles; Vizuete Haro, Renato Sebastian; Hendrickx, Julien; Panteley, Elena; Frasca, Paolo. Random Coordinate Descent for Resource Allocation in Open Multiagent Systems. In: IEEE Transactions on Automatic Control, Vol. 69, no.11, p. 7600-7613 (2024). doi:10.1109/tac.2024.3394349. http://hdl.handle.net/2078.1/292991

28. Sprockeels, Damien; Van Roy, Peter. Expressing Musical Ideas With Constraint Programming Using a Model of Tonal Harmony. In: International Joint Conference on Artificial Intelligence, (2024). http://hdl.handle.net/2078.1/287476

29. Soemers, Dennis J.N.J.; Samothrakis, Spyridon; Piette, Eric; Stephenson, Matthew. Extracting tactics learned from self-play in general games. In: Information Sciences, Vol. 624, no. 1, p. 277-298 (2023). doi:10.1016/j.ins.2022.12.080. http://hdl.handle.net/2078/276412

30. Vermeylen, Charlotte; Olikier, Guillaume; Absil, Pierre-Antoine; Van Barel, Marc. Rank Estimation for Third-Order Tensor Completion in the Tensor-Train Format. In: Proceedings of the 31st European Signal Processing Conference (EUSIPCO 2023, , p. 965-969 (2023). doi:10.48550/arXiv.2309.15170. http://hdl.handle.net/2078.1/281058

31. Kalidindi, Hari Teja; Crevecoeur, Frédéric. Human reaching control in dynamic environments. In: Current Opinion in Neurobiology, Vol. 83, p. 102810 (2023). doi:10.1016/j.conb.2023.102810. http://hdl.handle.net/2078.1/280506

32. Wuyckens, Sophie; Dasnoy-Sumell, Damien; Janssens, Guillaume; Hamaide, Valentin; Huet, Margerie; Loyen, Estelle; Macq, Benoît; Rotsart de Hertaing, Gauthier. OpenTPS -- Open-source treatment planning system for research in proton therapy. In: Medical Physics, (2023). doi:10.48550/arXiv.2303.00365. http://hdl.handle.net/2078.1/283087

33. Blondiaux, Florence; Lebrun, Louisien; Hanseeuw, Bernard; Crevecoeur, Frédéric. Impairments of saccadic and reaching adaptation in Essential Tremor are linked to movement execution. In: Journal of neurophysiology, Vol. 130, no. 5, p. 1092-1102 (2023). doi:10.1152/jn.00165.2023. http://hdl.handle.net/2078.1/278767

34. Loyen, Estelle; Dasnoy-Sumell, Damien; Macq, Benoît. Patient-specific three-dimensional image reconstruction from a single X-ray projection using a convolutional neural network for on-line radiotherapy applications. In: Physics and Imaging in Radiation Oncology, Vol. 26, p. 100444 (2023). doi:10.1016/j.phro.2023.100444. http://hdl.handle.net/2078.1/283085

35. De Comite, Antoine; Lefèvre, Philippe; Crevecoeur, Frédéric. Continuous evaluation of cost-to-go for flexible reaching control and online decisions. In: PLoS Computational Biology, Vol. 19, no. 9, p. e1011493 (2023). doi:10.1371/journal.pcbi.1011493. http://hdl.handle.net/2078.1/278222

36. Córdova Bulens, David; Cluff, Tyler; Blondeau, Laurent; Moore, Robert T.; Lefèvre, Philippe; Crevecoeur, Frédéric. Different Control Strategies Drive Interlimb Differences in Performance and Adaptation during Reaching Movements in Novel Dynamics. In: eNeuro, Vol. 10, no. 4, p. ENEURO.0275-22.2023 [1-13] (2023). doi:10.1523/eneuro.0275-22.2023. http://hdl.handle.net/2078.1/278210

37. Hoffmann, Anne; Crevecoeur, Frédéric. Task Instructions and the Need for Feedback Correction Influence the Contribution of Visual Errors to Reach Adaptation. In: eNeuro, Vol. 10, no. 9, p. ENEURO.0068-23.2023 [1-22] (2023). doi:10.1523/eneuro.0068-23.2023. http://hdl.handle.net/2078.1/278768

38. Vanbrabant, Martin; Raskin, Jean-Pierre; Flandre, Denis; Kilchytska, Valeriya. Impact of thermal coupling effects on the digital and analog figures of merit of UTBB SOI MOSFET pairs. In: Solid - State Circuits, Vol. 2023, p. 108623 (2023). doi:10.1016/j.sse.2023.108623. http://hdl.handle.net/2078.1/283154

39. Houssiau, Florimond; Liénart, Thibaut; Hendrickx, Julien; de Montjoye, Yves-Alexandre. Web Privacy: A Formal Adversarial Model for Query Obfuscation. In: IEEE Transactions on Information Forensics and Security, Vol. 18, p. 2132-2143 (2023). doi:10.1109/tifs.2023.3262123. http://hdl.handle.net/2078.1/278124

40. Hendrickx, Julien; Gerencsér, Balázs. Trajectory convergence from coordinate-wise decrease of general energy functions. In: Automatica, Vol. 154, p. 111099 (2023). doi:10.1016/j.automatica.2023.111099. http://hdl.handle.net/2078.1/276070

41. Noferini, Vanni; Van Dooren, Paul. On computing root polynomials and minimal bases of matrix pencils. In: Linear Algebra and its Applications, Vol. 658, p. 86-115 (2023). doi:10.1016/j.laa.2022.10.025. http://hdl.handle.net/2078.1/299325

42. Soemers, Dennis J.N.J.; Piette, Eric; Stephenson, Matthew; Browne, Cameron. Spatial state-action features for general games. In: Artificial Intelligence, Vol. 321, no. 103937, p. 32 (2023). doi:10.1016/j.artint.2023.103937. http://hdl.handle.net/2078/276408

43. Dennis J.N.J. Soemers; Mella Vegard; Piette, Eric; Matthew Stephenson; Cameron Browne; Olivier Teytaud. Towards a General Transfer Approach for Policy-Value Networks. In: Transactions on Machine Learning Research, (2023). http://hdl.handle.net/2078.1/281298

44. Piette, Eric; Soemers, Dennis J.N.J.; Stephenson, Matthew; Browne, Cameron. The 2022 Ludii AI competition. In: ICGA Journal, Vol. 45, no.1, p. 16-27 (2023). doi:10.3233/icg-230230. http://hdl.handle.net/2078.1/279535

45. van den Elzen, Stef; Andrienko, Gennady; Andrienko, Natalia; Fisher, Brian D; Martins, Rafael M; Peltonen, Jaakko; Telea, Alexandru C; Verleysen, Michel. The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications. In: IEEE Computer Graphics and Applications, Vol. 43, no.2, p. 78-88 (2023). http://hdl.handle.net/2078.1/280914

46. Dopico, Froilán M.; Quintana, María C.; Van Dooren, Paul. Structural backward stability in rational eigenvalue problems solved via block Kronecker linearizations. In: Calcolo, Vol. 60, no.1 (2023). doi:10.1007/s10092-022-00502-4. http://hdl.handle.net/2078.1/299324

47. Pinto, Samuel c.; Welikala, Shirantha; Andersson, Sean B.; Hendrickx, Julien; Cassandras, Christos G. Minimax Persistent Monitoring of a Network System. In: Automatica (Online), Vol. 149, p. 110808 (2022). doi:10.48550/arXiv.2201.06607. http://hdl.handle.net/2078.1/269250

48. Colla, Sébastien; Hendrickx, Julien. Automatic Performance Estimation for Decentralized Optimization. In: IEEE Transactions on Automatic Control, (2023). (Accepté/Sous presse). http://hdl.handle.net/2078.1/273038

49. Benner, Peter; Van Dooren, Paul. Periodic two-dimensional descriptor systems. In: The Electronic Journal of Linear Algebra, Vol. 39, p. 472-490 (2023). doi:10.13001/ela.2023.7989. http://hdl.handle.net/2078.1/298563

50. Sprockeels, Damien; Wafflard, Thibault; Van Roy, Peter; Haddad, Karim. A Constraint Formalization of Fux's Counterpoint. In: Journées d'Informatique Musicale (JIM), Vol. 30, no.1, p. 68-77 (2023). http://hdl.handle.net/2078.1/276256

Conference Papers

1. Langlois, Quentin; Jodogne, Sébastien. Comparison between Machine Learning and Deep Learning on Multiple Motor Imagery Paradigms in a Low-Resource Context. In: Proc. the 18th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2025). (2025). 2025 xxx. http://hdl.handle.net/2078.1/297522

2. Fierens, Amaury; Englebert, Alexandre; Jodogne, Sébastien. Translating UMLS Concepts to Improve Medical Entity Linking in French: A SapBERT-Based Approach. In: Studies in Health Technology and Informatics. Vol. 327, p. 870-871 (2025). 2025 xxx. doi:10.3233/SHTI250484. http://hdl.handle.net/2078.1/297523

3. Sprockeels, Damien; Van Roy, Peter. Towards a Practical Tool for Music Composition: Using Constraint Programming to Model Chord Progressions and Modulations. 2025 xxx. http://hdl.handle.net/2078.1/301819

4. Dierckx, Lucile; Dubray, Alexandre; Nijssen, Siegfried. Learning from Logical Constraints with Lower- and Upper-Bound Arithmetic Circuits. 2025 xxx. http://hdl.handle.net/2078.1/301427

5. Piette, Eric; Morenville, Achille; Barbara Caré; Dorina Moullou; Walter Crist. AI-powered Game Recognition: A Collaborative Dataset for Traditional Games. 2025 xxx. http://hdl.handle.net/2078.1/305620

6. Morenville, Achille; Piette, Eric. CAP: Belief Stochastic Game: A Model for Imperfect-Information Games with Known Positions. 2025 xxx. http://hdl.handle.net/2078.1/305621

7. Morenville, Achille; Piette, Eric. Modeling Uncertainty: Constraint-Based Belief States in Imperfect-Information Games. In: 2025 IEEE Conference on Games (CoG), 2025, 979-8-3315-8904-2 xxx. doi:10.1109/cog64752.2025.11114384. http://hdl.handle.net/2078.1/305611

8. Goyens, Florentin; Absil, Pierre-Antoine; Feppon, Florian. Geometric Design of the Tangent Term in Landing Algorithms for Orthogonality Constraints. In: Lecture Notes in Computer Science : Geometric Science of Information, Springer / Springer-Cham, 2025, 9783032039231, p. 133-141 xxx. doi:10.1007/978-3-032-03924-8_14. http://hdl.handle.net/2078.1/306192

9. Mataigne, Simon; Absil, Pierre-Antoine; Miolane, Nina. On the Approximation of the Riemannian Barycenter. In: Lecture Notes in Computer Science : Geometric Science of Information, Springer / Springer-Cham, 2025, 9783032039200, p. 12-21 xxx. doi:10.1007/978-3-032-03921-7_2. http://hdl.handle.net/2078.1/306191

10. Semal, Patrick; Mathys, Aurore; Brecko, Jonathan; Chapman, Tara; Pollet, Yann; Herpers, Jean-Marc; Theeten, Franck; Van den Spiegel, Didier; Tilleux, Caroline; Angenon, Els; Jodogne, Sébastien. Serveur multimédia DICOM pour le partage des numérisations des collections anthropologiques. 2024 xxx. http://hdl.handle.net/2078.1/292682

11. Sechaud, Victor; Jacques, Laurent; Tachella, Julián. Equivariance-based self-supervised learning for audio signal recovery from clipped measurements. In: Proc of 32nd European Signal Processing Conference (EUSIPCO). Vol. 1, no.1, p. 852 (2024). 2024 xxx. http://hdl.handle.net/2078.1/292968

12. Morenville, Achille; Piette, Eric. Belief Stochastic Game: A Model for Imperfect-Information Games with Known Positions. 2024 xxx. http://hdl.handle.net/2078.1/293483

13. Dorina Moullou; Walter Crist; Timothy Penn; Piette, Eric. Gametable Network: Unveiling the Past, Embracing the Future Through AI-Driven Archaeological Research. 2024 xxx. http://hdl.handle.net/2078.1/292646

14. Todd, Graham; Padula, Alexander; Stephenson, Matthew; Piette, Eric; Soemers, Dennis; Togelius, Julian. GAVEL: Generating Games Via Evolution and Language Models. 2024 xxx. http://hdl.handle.net/2078.1/291987

15. Soemers, Dennis J.N.J.; Piette, Eric; Stephenson, Matthew; Browne, Cameron. The Ludii Game Description Language is Universal. In: 2024 IEEE Conference on Games (CoG), 2024, 979-8-3503-5067-8 xxx. doi:10.1109/cog60054.2024.10645550. http://hdl.handle.net/2078.1/291980

16. Morenville, Achille; Piette, Eric. Vers une Approche Polyvalente pour les Jeux à Information Imparfaite sans Connaissance de Domaine. 2024 xxx. http://hdl.handle.net/2078.1/287704

17. Dennis J.N.J. Soemers; Vegard Mella; Piette, Eric; Matthew Stephenson; Cameron Browne; Olivier Teytaud. Encore Abstract: Towards a General Transfer Approach for Policy-Value Networks. 2024 xxx. http://hdl.handle.net/2078.1/292649

18. Langlois, Quentin; Szelagowski, Nicolas; Vanderdonckt, Jean; Jodogne, Sébastien. Open Platform for the De-identification of Burned-in Texts in Medical Images using Deep Learning. In: Proc. of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2024). Vol. 1, p. 297-304 (2024). SCITEPRESS – Science and Technology Publications, Lda. 2024 xxx. doi:10.5220/0012430300003657. http://hdl.handle.net/2078.1/282801

19. Loucheur, Benoît; Absil, Pierre-Antoine; Journée, Michel. Weather Data Imputation Using Graph-Based Low-Rank Matrix Completion with Variable Projection. In: Proceedings of BNAIC/BeNeLearn 2024, 2024, n/A, p. 1-16 xxx. http://hdl.handle.net/2078.1/294771

20. Rotsart de Hertaing, Gauthier; Manjah, Dani; Macq, Benoît. TrajViViT: A Trajectory Video Vision Transformer Network for Trajectory Forecasting. In: Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods ICPRAM - Volume 1, 2024, 978-989-758-684-2 xxx. doi:10.5220/0012372000003654. http://hdl.handle.net/2078.1/285748

21. Manjah, Dani; Galland, Stéphane; De Vleeschouwer, Christophe; Macq, Benoît. Autonomous Methods in Multisensor Architecture for Smart Surveillance. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, 2024, 978-989-758-680-4 xxx. doi:10.5220/0012395700003636. http://hdl.handle.net/2078.1/285747

22. Dessain, Quentin; Simon, Mathieu; Dricot, Laurence; Macq, Benoît. Advanced Motion Correction in Diffusion MRI Acquisition with Gradient Cycling. 2024 xxx. http://hdl.handle.net/2078.1/287540

23. Bousselmi, Nizar; Pustelnik, Nelly; Hendrickx, Julien; Glineur, François. Comparison of Proximal First-Order Primal and Primal-Dual Algorithms via Performance Estimation. In: Eusipco 2024, 2024, 978-9-4645-9361-7, p. 2647-2651 xxx. doi:10.23919/EUSIPCO63174.2024.10715388. http://hdl.handle.net/2078.1/293043

24. Colla, Sébastien; Hendrickx, Julien. On the Optimal Communication Weights in Distributed Optimization Algorithms. In: IFAC-PapersOnLine. Vol. 58, no.17, p. 19-24 (2024). Elsevier BV, 2024 xxx. doi:10.1016/j.ifacol.2024.10.107. http://hdl.handle.net/2078.1/302869

25. Legat, Antoine; Hendrickx, Julien. Combinatorial Characterization for Global Identifiability of Separable Networks with Partial Excitation and Measurement. In: 2023 62nd IEEE Conference on Decision and Control (CDC), 2024, n/A, p. 2471-2476 xxx. doi:10.1109/cdc49753.2023.10383708. http://hdl.handle.net/2078.1/302864

26. Jodogne, Sébastien. Plateforme libre, intégrée et interopérable pour la détection de masses en mammographie. 2024 xxx. http://hdl.handle.net/2078.1/289658

27. Vizuete Haro, Renato Sebastian; Hendrickx, Julien. Nonlinear identifiability of directed acyclic graphs with partial excitation and measurement. In: Proceedings of the 61th IEEE Conference on Decision and Control (CDC 2024), 2024, n/A xxx. doi:10.1109/cdc56724.2024.10886435. http://hdl.handle.net/2078.1/302871

28. Langlois, Quentin; Jodogne, Sébastien. Embeddings for Motor Imagery Classification. In: Proc. of IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP 2024). p. 1-6. IEEE, 2024 xxx. doi:10.1109/MLSP58920.2024.10734730. http://hdl.handle.net/2078.1/291339

29. Vizuete Haro, Renato Sebastian; Frasca, Paolo; Panteley, Elena. SIS Epidemics on Open Networks: A Replacement-Based Approximation. In: n/. (2024). 2024 xxx. doi:10.48550/arXiv.2403.16727; 10.23919/ecc64448.2024.10591224. http://hdl.handle.net/2078.1/292993

30. Chatzopoulos, Edouard; Jodogne, Sébastien. Integrated and Interoperable Platform for Detecting Masses on Mammograms. In: Studies in Health Technology and Informatics. Vol. 316, p. 1103-1107 (2024). IOS Press, 2024 xxx. doi:10.3233/SHTI240603. http://hdl.handle.net/2078.1/289660

31. Sadre, Wei; Huet-Dastarac, Margerie; Deffet, Sylvain; Sterpin, Edmond; Barragan Montero, Ana Maria; Jodogne, Sébastien; Lee, John Aldo. PARROT - A Versatile Platform for AI-Driven Image Segmentation and Dose Prediction. In: Lecture Notes in Electrical Engineering. Vol. 1372, p. 474-483. Springer Nature Singapore, 2024 xxx. doi:10.1007/978-981-96-3863-5_43. http://hdl.handle.net/2078.1/291340

32. Chatzopoulos, Edouard; Jodogne, Sébastien. Assessing the Impact of Deep Learning Backbones for Mass Detection in Breast Imaging. In: Lecture Notes in Computer Science. Vol. 14976, p. 33-47 (2024). Springer Nature Switzerland: Cham, Switzerland, 2024 xxx. doi:10.1007/978-3-031-67285-9_3. http://hdl.handle.net/2078.1/289661

33. Jodogne, Sébastien. Setting a PACS on FHIR. In: Proc. of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2024). Vol. 2, p. 123-131 (2024). SCITEPRESS - Science and Technology Publications, Lda. 2024 xxx. doi:10.5220/0012384600003657. http://hdl.handle.net/2078.1/281131

34. Dierckx, Lucile; Dubray, Alexandre; Nijssen, Siegfried. Parameter Learning using Approximate Model Counting. 2024 xxx. http://hdl.handle.net/2078.1/288827

35. Jodogne, Sébastien. On the Use of DICOM as a Storage Layer for IIIF. 2023 xxx. http://hdl.handle.net/2078.1/279235

36. Daglayan Sevim, Hazan; Vary, Simon; Absil, Pierre-Antoine. An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. In: ESANN 2023 proceedings, 2023, N 978-2-87587-088-9 xxx. doi:10.14428/esann/2023.es2023-137. http://hdl.handle.net/2078.1/278845

37. Storrer, Laurent; Yildirim, Hasan; Willame, Martin; Louveaux, Jérôme; De Doncker, Philippe; Pollin, Sofie; Horlin, François. Crowd Counting Model Training with the Method of Moments in Electromagnetics. In: 2023 IEEE 3rd International Symposium on Joint Communications & Sensing (JC&S), 2023, 979-8-3503-4569-8 xxx. doi:10.1109/JCS57290.2023.10107513. http://hdl.handle.net/2078.1/278440

38. Yildirim, Hasan; Storrer, Laurent; Willame, Martin; Louveaux, Jérôme; De Doncker, Philippe; Horlin, François. Passive Wi-Fi-based Radars with 802.11ax MU-MIMO Signals: AoD Estimation with a Single Antenna. In: 2023 IEEE 3rd International Symposium on Joint Communications & Sensing (JC&S), 2023, 979-8-3503-4569-8 xxx. doi:10.1109/JCS57290.2023.10107509. http://hdl.handle.net/2078.1/278441

39. Daglayan Sevim, Hazan; Vary, Simon; Cantalloube, Faustine; Absil, Pierre-Antoine; Absil, Olivier. Likelihood ratio map for direct exoplanet detection. In: 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS), IEEE, 2023, 978-1-6654-6220-4, p. 1-5 xxx. doi:10.1109/ipas55744.2022.10052997. http://hdl.handle.net/2078.1/278880

40. Loucheur, Benoît; Absil, Pierre-Antoine; Journée, Michel. Graph-Based Matrix Completion Applied to Weather Data. In: Proceedings of the 31st European Signal Processing Conference (EUSIPCO 2023). p. 1973-1977. In: arXiv, 2023 xxx. doi:10.48550/arXiv.2306.08627. http://hdl.handle.net/2078.1/277915

41. Vary, Simon; Daglayan Sevim, Hazan; Jacques, Laurent; Absil, Pierre-Antoine. Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on". Vol. 1, no.1 (2023). IEEE, 2023 xxx. doi:10.1109/icassp49357.2023.10096197. http://hdl.handle.net/2078.1/276195

42. Daglayan Sevim, Hazan; Vary, Simon; Leplat, Valentin; Gillis, Nicolas; Absil, Pierre-Antoine. Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation. In: Proceedings of BNAIC/BeNeLearn 2023. p. 1-13 (2023). arXiv, 2023 xxx. doi:10.48550/arXiv.2304.03619. http://hdl.handle.net/2078.1/281059

43. Leblanc, Olivier; Hofer, Matthias; Sivankutty, Siddharth; Rigneault, Hervé; Jacques, Laurent. Interferometric single-pixel imaging with a multicore fiber. In: Proceedings of the First International Symposium on Computational Sensing (ISCS23). Vol. 1, no. 1 (2023). 2023 xxx. doi:10.48550/arXiv.2307.08562. http://hdl.handle.net/2078.1/276904

44. Delogne, Rémi; Schellekens, Vincent; Daudet, Laurent; Jacques, Laurent. Signal Processing with Optical Quadratic Random Sketches. In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on". Vol. 1, no.1 (2023). IEEE, 2023 xxx. doi:10.1109/icassp49357.2023.10096869. http://hdl.handle.net/2078.1/276198

45. Massart, Estelle; Abrol, Vinayak. Coordinate descent on the Stiefel manifold for deep neural network training. In: ESANN 2023 proceedings, 2023, 978-2-87587-088-9 xxx. http://hdl.handle.net/2078.1/289245

46. Vermeylen, Charlotte; Olikier, Guillaume; Van Barel, Marc. An Approximate Projection onto the Tangent Cone to the Variety of Third-Order Tensors of Bounded Tensor-Train Rank. In: Lecture Notes in Computer Science : Geometric Science of Information, volume14071, Springer Nature Switzerland: Switzerland, 2023, 9783031382703, p. 484-493 xxx. doi:10.1007/978-3-031-38271-0_48. http://hdl.handle.net/2078.1/281060

47. Langlois, Quentin; Jodogne, Sébastien. Practical Study of Deep Learning Models for Speech Synthesis. In: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '23), Association for Computing Machinery: New York, NY, USA, 2023, 979-8-4007-0069-9, p. 700–706 xxx. doi:10.1145/3594806.3596536. http://hdl.handle.net/2078.1/277255

48. Rotsart de Hertaing, Gauthier; Dasnoy-Sumell, Damien; Janssens, Guillaume; Macq, Benoît. Online tumor motion forecasting using Vision Transformers. 2023 xxx. http://hdl.handle.net/2078.1/283039

49. Pierard, Sébastien; Cioppa, Anthony; Halin, Anaïs; Vandeghen, Renaud; Zanella, Maxime; Macq, Benoît. Pushing AI out of the lab with on-the-fly mixture domain adaptation. 2023 xxx. http://hdl.handle.net/2078.1/283086

50. Berger, Alexandre; Beckers, Elise; Joris, Vincent; Duchêne, Vincent; Danthine, Venthia; Delinte, Nicolas; Macq, Benoît. Functional response of the locus coeruleus and integrity of its connections with the hippocampus are associated with vagus nerve stimulation response in drug-resistant epilepsy. 2023 xxx. http://hdl.handle.net/2078.1/282991

51. Huet Dastarac, M.; Zhao, W.; Deffet, S.; Macq, Benoît. PO-1079 PARROT: An end-to-end open source workflow of AI-assisted treatment planning and decision support. In: Radiotherapy & Oncology. Vol. 182, p. S863-S864 (2023). Elsevier Ireland Ltd: Shannon, 2023 xxx. http://hdl.handle.net/2078.1/283084

52. Dessain, Quentin; Dricot, Laurence; Delinte, Nicolas; Daussort, Manon; Macq, Benoît; de Timary, Philippe; Kupers, Ron. Mood repair in long-term meditators is predicted by rsfMRI functional connectivity of the insula and correlates with FA of the uncinate fasciculus. 2023 xxx. http://hdl.handle.net/2078.1/275630

53. Jodogne, Sébastien. On the Use of WebAssembly for Rendering and Segmenting Medical Images. In: Biomedical Engineering Systems and Technologies. Vol. 1814, no.1, p. 393-414 (2023). In: Biomedical Engineering Systems and Technologies: 15th International Joint Conference, BIOSTEC 2022, Revised Selected Papers (Communications in Computer and Information Science), Springer, 2023, 978-3-031-38853-8, p. 393-414 xxx. doi:10.1007/978-3-031-38854-5_20. http://hdl.handle.net/2078.1/277125

54. Fierens, Amaury; Gregoir, Thibault; Jodogne, Sébastien. Interoperable Encoding and 3D Printing of Anatomical Structures. In: ICBRA '23: Proceedings of the 10th International Conference on Bioinformatics Research and Applications. p. 20-26 (2023). Association for Computing Machinery (ACM): New York, NY, USA, 2023 xxx. doi:10.1145/3632047.3632051. http://hdl.handle.net/2078.1/279236

55. Danhier, Martin; El Khoury, Karim; Macq, Benoît. An open-source fine-grained benchmarking platform for wireless virtual reality. 2023 xxx. http://hdl.handle.net/2078.1/279984

56. Fierens, Amaury; Jodogne, Sébastien. BERTinchamps: Cost-Effective Training of Large Language Models for Medical Tasks in French. In: CEUR Workshop Proceedings. Vol. 3551 (2023). CEUR Workshop Proceedings, 2023 xxx. http://hdl.handle.net/2078.1/279237

57. Kamri, Ahmed Yassine; Hendrickx, Julien; Glineur, François. On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions. In: Proceedings of the European Control Conference ECC 2023, 2023 xxx. doi:10.23919/ECC57647.2023.10178198. http://hdl.handle.net/2078.1/276086

58. Rubbens, Anne; Bousselmi, Nizar; Colla, Sébastien; Hendrickx, Julien. Interpolation Constraints for Computing Worst-Case Bounds in Performance Estimation Problems. In: 2023 62nd IEEE Conference on Decision and Control (CDC), 2023, n/A, p. 3015-3022 xxx. doi:10.1109/cdc49753.2023.10384170. http://hdl.handle.net/2078.1/302866

59. Jodogne, Sébastien. Simple, effective deployment of Web viewers for medical imaging in an open platform. 2023 xxx. doi:https://doi.org/10.26226/m.64ae6f4f56241620f72a77cd. http://hdl.handle.net/2078.1/279234

60. Vizuete Haro, Renato Sebastian; Hendrickx, Julien. Nonlinear Network Identifiability: The Static Case. In: IEEE Conference on Decision and Control. Proceedings. (2023). I E E E, 2023 xxx. doi:10.1109/cdc49753.2023.10383333. http://hdl.handle.net/2078.1/293007

61. Manjah, Dani; Cacciarelli, Davide; Benkedadra, Mohamed; Standaert, Baptiste; Rotsart de Hertaing, Gauthier; Macq, Benoît; Galland, Stéphane; De Vleeschouwer, Christophe. Stream-Based Active Distillation for Scalable Model Deployment. In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 xxx. doi:10.1109/CVPR52729.2023. http://hdl.handle.net/2078.1/281159

62. Jodogne, Sébastien. Client-Side Application of Deep Learning Models Through Teleradiology. In: Studies in Health Technology and Informatics. Vol. 302, no.1, p. 997-1001 (2023). Maria Hägglund et al. 2023 xxx. doi:10.3233/shti230325. http://hdl.handle.net/2078.1/275150

63. Dierckx, Lucile; Veroneze, Rosana; Nijssen, Siegfried. RL-Net: Interpretable Rule Learning with Neural Networks. In: Advances in Knowledge Discovery and Data Mining: 27th Pacific-Asia Conference, PAKDD 2023, May 25-28, Proceedings. (2023). Springer: Berlin, Heidelberg, 2023 xxx. doi:10.1007/978-3-031-33374-3_8. http://hdl.handle.net/2078.1/274378

64. Laura Gálvez Jiménez; Dierckx, Lucile; Maxime Amodei; Hamed Razavi Khosroshahi; Natarajan Chidambaran; Anh-Thu Phan Ho; Alberto Franzin. Computational Evaluation of the Combination of Semi-Supervised and Active Learning for Histopathology Image Segmentation with Missing Annotations. In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. p. 2552-2563 (2023). 2023 xxx. http://hdl.handle.net/2078.1/278524

Book Chapters

1. Vizuete Haro, Renato Sebastian; Monnoyer de Galland de Carnières, Charles; Frasca, Paolo; Panteley, Elena; Hendrickx, Julien. Trends and Questions in Open Multi-agent Systems. In: Hybrid and Networked Dynamical Systems : Lecture Notes in Control and Information Sciences , Springer, Cham, 2024, p. 219-252. 9783031495540. xxx xxx. doi:10.1007/978-3-031-49555-7_10. http://hdl.handle.net/2078.1/286630

2. Crist, Walter; Piette, Eric; Soemers, Dennis; Stephenson, Matthew; Browne, Cameron. Computational Approaches for Recognising and Reconstructing Ancient Games: The Case of Ludus Latrunculorum. In: Games in the Ancient World : Places, Spaces, Accessories , Editions Mergoil, 2024. 978-2-35518-145-0. xxx xxx. http://hdl.handle.net/2078.1/291982

3. Browne, Cameron; Piette, Eric; Stephenson, Matthew; Soemers, Dennis. Ludii General Game System for Modeling, Analyzing, and Designing Board Games. In: Encyclopedia of Computer Graphics and Games , xxx, 2023, p. 1-15. 9783319082349. xxx xxx. doi:10.1007/978-3-319-08234-9_486-1. http://hdl.handle.net/2078/277370

Working Papers

1. Matthew Stephenson; Alex Newcombe; Piette, Eric; Dennis J.N.J. Soemers. Best Agent Identification for General Game Playing. 2025. 28 p. xxx xxx. http://hdl.handle.net/2078.1/305619

Books

1. Piette, Eric; Browne, Cameron; Soemers, Dennis. Ludii Game Logic Guide. 2023. 110 pages. http://hdl.handle.net/2078/276474

Reports

1. Browne, Cameron; Soemers, Dennis; Piette, Eric; Stephenson, Matthew; Crist, Walter. Ludii Language Reference, Maastricht University xxx. 2023. 519 p. http://hdl.handle.net/2078/276470