Technological Platform High Performance Computing

Research output

Research output per year 1992 2021 2023 2024

• 1806 Citations
• 19 h-index
• 157 Article
• 29 Conference contribution
• 21 Chapter
• 21 Poster
• 26 More
  • 7 Paper
  • 6 Preprint
  • 5 Commissioned report
  • 2 Other contribution
  • 1 Catalog chapter contribution
  • 1 Chapter (peer-reviewed)
  • 1 Literature review
  • 1 Review article
  • 1 Software
  • 1 Master's Thesis

Research output per year

Research output per year

Search results

• 2007

  On the Acidic Properties of Conventional and Novel Zeolitic Materials: a DFT Investigation

  Elanany, M. & Vercauteren, D. P., 2007, Abstracts of Papers of the American Chemical Society . Vol. 234. p. COMP-51

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

• 2008

  Fragment-Based Prediction of Inhibitors of Cytochromes P450 1A2 and 2D6

  Burton, J., Danloy, E., Meurice, N., Maggiora, G. & Vercauteren, D. P., 2008, Abstracts of Papers of the American Chemical Society. Vol. 236. p. CINF-65

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

• 2010

  Theoretical Modeling of Carbonate Formation in Dehydrated Alkaline Earth Zeolites

  Larin, A., Rybakov, A., Zhidomirov, G. & Vercauteren, D. P., 2010, Abstracts of Papers of the American Chemical Society. Vol. 239. p. FUEL-87

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

• 2011

  Application of the Inverse Monte-Carlo Coarse-Graining Method to DNA Systems

  Naome, A., Fossepre, M., Laaksonen, A. & Vercauteren, D. P., 2011, Abstracts of Papers of the American Chemical Society. Vol. 241. p. COMP-284

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

• 2013

  Solar cell optimization should take into account sunlight incoherence

  Herman, A., Sarrazin, M. & Deparis, O., 7 Nov 2013, Concepts for Photon Management in Solar Cells II (PW1C): Optical Nanostructures and Advanced Materials for Photovoltaics, Tucson, Arizona United States, November 3-7, 2013. 3 p.

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
• 2020

  Benefits of photonic structuring on perovskite solar cells using opal-like layers

  Lobet, M., Mayer, A., Maho, A., Piron, P., Dewalque, J., Henrist, C., Deparis, O. & Loicq, J., 20 Aug 2020, Proceedings of SPIE: Organic, Hybrid, and Perovskite Photovoltaics XXI. Vol. 11474. 114741F

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

• 2021

  Accelerating t-SNE using Fast Fourier Transforms and the Particle-Mesh Algorithm from Physics

  Delchevalerie, V., Mayer, A., Bibal, A. & Frénay, B., 18 Jul 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. IEEE, 8 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Fast Fourier Transform 100%
  • Mesh Algorithm 100%
  • Data Exploration 50%
  • Dimensional Data 50%
  • Dimensionality Reduction 50%
  129 Downloads (Pure)

• Achieving Rotational Invariance with Bessel-Convolutional Neural Networks

  Delchevalerie, V., Bibal, A., Frénay, B. & Mayer, A., 2021, 35th Conference on Neural Information Processing Systems: NeurIPS 2021. Vol. 34. 12 p.

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Friedrich Wilhelm Bessel 100%
  • Rotation Angle 50%
  • Convolutional Layer 50%
  29 Downloads (Pure)

• Boundary-Based Fairness Constraints in Decision Trees and Random Forests

  Nanfack, G., Delchevalerie, V. & Frénay, B., 2021, ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. p. 375-380 6 p. (ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Fairness Constraint 100%
  • Unfairness 40%
  • Paying Attention 20%
  105 Downloads (Pure)

• LSFB-CONT and LSFB-ISOL: Two New Datasets for Vision-Based Sign Language Recognition

  Fink, J., Frénay, B., Meurant, L. & Cleve, A., 2021, Proceedings of the 2021 International Joint Conference on Neural Networks (IJCNN 2021). IEEE Computer Society Press

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  File

  • Sign Language Recognition 100%
  • Internal Representation 20%
  • Natural Language Processing 20%
  • Deep Learning 20%
  120 Downloads (Pure)

• Setup of fuzzy hybrid particle swarms: A heuristic approach

  Roy, N., BEAUTHIER, C., Carletti, T. & Mayer, A., 7 Jul 2021, Proceedings of the Genetic and Evolutionary Computation Conference Companion. New York: ACM Press, p. 207-208 2 p. (GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Heuristics 100%
  • Particle Swarm Optimization 100%
  • Functions 50%
  • Constrained Optimization 50%
  • Validation Set 50%
  56 Downloads (Pure)
• 2022

  Adaptive output tracking for nonlinear infinite-dimensional systems

  HASTIR, A., WINKIN, J. & Dochain, D., Sept 2022, 4th IFAC Workshop of Systems Governed by Partial Differential Equations CPDE 2022 : Kiel, Germany, September 5-7, 2022. 26 ed. IFAC-PapersOnLine, Vol. 55. p. 39 - 46 8 p. (IFAC-PapersOnLine).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  • Nonlinearity 100%
  • output tracking 100%
  • Sine-Gordon Equation 33%

• Design of a vaccination law for an age-dependent epidemic model using state feedback

  Sonveaux, C. & WINKIN, J., Nov 2022, Design of a vaccination law for an age-dependent epidemic model using state feedback.

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  File
  42 Downloads (Pure)

• Impact of the Sampling Time on the Aggregation of Robotic Swarms through Informed Robots

  SION, A., Reina, A., Birattari, M. & Tuci, E., Sept 2022, Proceedings of the 16th International Conference on the Simulation of Adaptive Behavior : SAB2022. Canamero, L., Gaussier, P., Wilson, M., Baucenna, S. & Couperlier, N. (eds.). Springer, p. 193-204 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13499 LNAI).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  • robotic platform 100%

• Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm

  Roy, N., Beauthier, C. & Mayer, A., 2022, 2022 IEEE Congress on Evolutionary Computation (CEC). IEEE, p. 1-8 (2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  • Design 100%
  • Benchmark 100%
  • Process Optimization 100%
  • particle swarm optimization algorithm 100%
  • Classes 50%
• 2023

  A Comparison of Preservation Metrics Expressing Mechanical, Chemical and Biological Damages

  Cosaert, A., Gérard, R., Mayer, A. & Deparis, O., 18 Sept 2023, ICOM-CC 20th Triennial Conference Preprints: Working Towards a Sustainable Past. Bridgland, J. (ed.). Paris: International Council of Museums, 12 p. 1406

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  • Comparison 100%
  • Damage 100%
  • Reaction Temperature 100%
  • Color 100%
  • Oxidation Reaction 100%

• Aggregation Through Adaptive Random Walks in a Minimalist Robot Swarm

  Feola, L., SION, A., Trianni, V., Reina, A. & Tuci, E., 15 Jul 2023, GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. p. 21-29 9 p. (GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Single Location 100%
  • Environmental Cue 100%
  55 Downloads (Pure)

• A New Method for the Discovery of the Distant Exoplanets

  Lerner, P., Mayer, A. & Sullivan, T. E., 2023, Proceedings of SPIE: Techniques and Instrumentation for Detection of Exoplanets XI. Ruane, G. J. (ed.). SPIE - International Society for Optical Engineering, Vol. 12680. p. 126802M 9 p. 126802M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12680).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Stars 100%
  • Extrasolar Planets 100%
  • Planets 66%
  • Asymmetry 33%
  • Orbitals 33%
  12 Downloads (Pure)

• Approche mathématique d'une épidémie: modélisation, machine learning et données de contacts sociaux

  Franco, N., 2023, Les leçons économiques de la crise COVID-19: Actes du 24e Congrès des économistes. Cabiaux, D. (ed.). Université Ouverte

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

• Bioinspired coating for bird-safe glazing optimised for avian and human vision

  Mouchet, S. R., Wauters, R., Haye, E., Lucas, S. & Deparis, O., 2023, International Conference on Metamaterials, Photonic Crystals and Plasmonics. p. 1118 1 p. (International Conference on Metamaterials, Photonic Crystals and Plasmonics).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Coating 100%
  • Bird 100%
  • Vision 100%
  • Species 50%
  • Interpersonal Communication 50%
  12 Downloads (Pure)

• Bridging the Gap between Human-Computer Interaction and Machine-Learning on Explainable AI: Initial Observations and Lessons Learned

  Albert, J., Bibal, A., Frénay, B. & Dumas, B., 3 Apr 2023, IHM'23 - 34e Conférence Internationale Francophone sur l'Interaction Humain-Machine. 10 p.

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Machine Learning 100%
  • Human Computer Interaction 100%
  • Explainable Artificial Intelligence 100%
  • Research Worker 40%
  • Models 20%
  2 Downloads (Pure)

• FairBayRank: A Fair Personalized Bayesian Ranker

  Noulapeu Ngaffo, A., Albert, J., Frénay, B. & Perrouin, G., 2023, 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning Bruges, Belgium October 04 - 06.

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Performance Requirement 100%
  10 Downloads (Pure)

• Idea Browsing on Digital Participation Platforms: A Mixed-methods Requirements Study

  Clarinval, A., Albert, J., Schelings, C., Elsen, C., Dumas, B. & CASTIAUX, A., May 2023, Research Challenges in Information Science: Information Science and the Connected World - 17th International Conference, RCIS 2023, Proceedings. Nurcan, S., Opdahl, A. L., Mouratidis, H. & Tsohou, A. (eds.). Springer, p. 35-50 16 p. (Lecture Notes in Business Information Processing; vol. 476 LNBIP).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Contexts 100%
  • Evaluation 100%
  • User 100%
  • Citizen Participation 100%
  • Websites 100%
  18 Downloads (Pure)

• Simultaneous failures classification in a predictive maintenance case

  Hubermont, A., Tuci, E. & De Quattro, N., 6 Oct 2023, ESANN 2023 proceedings: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Bruges (Belgium) and online event, 4-6 October 2023,. p. 537-542

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Diagnosis 100%
  • Maintenance 100%
  • Failure 100%
  • Artificial Neural Network 100%
  • Learning System 100%
  21 Downloads (Pure)

• Spectral identification in networks of pulse-coupled oscillators

  Gulina, M. & Mauroy, A., 21 Mar 2023, 42nd Benelux Meeting on Systems and Control : Book of Abstracts. Carloni, R., Alonso-Mora, J., Jayawardhana, B. & Lefeber, E. (eds.). University of Groningen, p. 35 1 p.

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Global Network 100%
  • Laplacian Matrix 100%
  37 Downloads (Pure)

• The role of the environment in collective perception: A generic complexity measure

  Trendafilov, D., Almansoori, A., Carletti, T. & Tuci, E., 1 Jul 2023, ALIFE 2023: Ghost in the Machine: Proceedings of the 2023 Artificial Life Conference . Iizuka, H., Suzuki, K., Uno, R., Damiano, L., Spychala, N., Aguilera, M., Izquierdo, E., Suzuki, R. & Baltieri, M. (eds.). MIT Press, p. 82-91 (The 2023 Conference on Artificial Life).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  File

  • Complexities 100%
  • Empowerment 100%
  • Information 100%
  • Utility Function 100%
  • Complexity Measure 100%
  20 Downloads (Pure)

• Trends and challenges for sign language recognition with machine learning

  Fink, J., De Coster, M., Dambre, J. & Frénay, B., 4 Oct 2023, ESANN 2023 : 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - Bruges & online event October 4-5-6 2023. i6doc.com, p. 561-570 10 p. (31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  File

  • Sign Language Recognition 100%
  • Machine Learning 100%
  • Artificial Intelligence 50%
  • Communication 25%
  • Research Worker 25%
  38 Downloads (Pure)

• Variability-aware Behavioural Learning

  Fortz, S., 28 Aug 2023, 27th ACM International Systems and Software Product Line Conference, SPLC 2023 - Proceedings: Doctoral Symposium. Arcaini, P., ter Beek, M. H., Perrouin, G., Reinhartz-Berger, I., Machado, I., Vergilio, S. R., Rabiser, R., Yue, T., Devroey, X., Pinto, M. & Washizaki, H. (eds.). ACM Press, Vol. B. p. 11 - 15 5 p. (Proceedings of the 27th ACM International Systems and Software Product Line Conference - Volume B).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  • Design Exploration 100%
• 2024

  Towards Feature-based ML-enabled Behaviour Location

  Fortz, S., Temple, P., Devroey, X. & Perrouin, G., 7 Feb 2024, Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems (VaMoS 2024). Bern, Switzerland: ACM Press, 3 p. (Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems).

  Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Process Mining 100%
  2 Downloads (Pure)