Publications scientifiques

Secure Data Sharing in Federated Learning through Blockchain-Based Aggregation

Auteurs : Liu B., Tang Q.

Référence : Future Internet, vol. 16, n° 4, art. no. 133, 2024

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Interact: A visual what-if analysis tool for virtual product design

Auteurs : Ciorna V., Melançon G., Petry F., Ghoniem M.

Référence : Information Visualization, vol. 23, n° 2, pp. 123-141, 2024

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Landscape of High-Performance Python to Develop Data Science and Machine Learning Applications

Auteurs : Castro O., Bruneau P., Sottet J.S., Torregrossa D.

Référence : ACM Computing Surveys, vol. 56, n° 3, art. no. 65, 2024

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Teaching computational thinking with a tangible development platform: An exploratory field study at school with Kniwwelino

Auteurs : Schwartz L., Maquil V., Johannsen L., Moll C., Hermen J.

Référence : Education and Information Technologies, vol. 29, n° 4, pp. 4935-4967, 2024

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AI-Driven Software Engineering – The Role of Conceptual Modeling

Auteurs : Fill H.G., Cabot J., Maass W., van Sinderen M.

Référence : Enterprise Modelling and Information Systems Architectures, vol. 19, pp. 1-11, 2024

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Perceptions of Collaboration in the Belgian AEC Industry: A Preliminary Study

Auteurs : Rents J., Gronier G., Ben Rajeb S.

Référence : Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, vol. 15158 LNCS, pp. 163-174, 2024

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Privacy-preserving Hybrid Learning Framework for Healthcare

Auteurs : Ermis O., Joymangul J.S., Bouhamoum R., Masmoudi M., Khanouche M.E., Baazaoui H., Biennier F., Guegan C.G., Khadraoui D.

Référence : Procedia Computer Science, vol. 246, n° C, pp. 3420-3429, 2024

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Integrating Network Digital Twinning into Future AI-based 6G Systems: The 6G-TWIN Vision

Auteurs : Faye S., Camelo M., Sottet J.S., Sommer C., Franke M., Baudouin J., Castellanos G., Decorme R., Fanti M.P., Fuladi R., Kesik G., Mendes B., Murphy C., Parker S., Pryor S., Senouci S.M., Turcanu I.

Référence : 2024 Joint European Conference on Networks and Communications and 6g Summit Eucnc 6g Summit 2024, pp. 883-888, 2024

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Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI

Auteurs : Eiras F., Petrov A., Vidgen B., de Witt C.S., Pizzati F., Elkins K., Mukhopadhyay S., Bibi A., Csaba B., Steibel F., Barez F., Smith G., Guadagni G., Chun J., Cabot J., Imperial J.M., Nolazco-Flores (...)

Référence : Proceedings of Machine Learning Research, vol. 235, pp. 12348-12370, 2024

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Digital Twins and Extended Reality for Tailoring Better Adapted Cybersecurity Trainings in Critical Infrastructures

Auteurs : Zehnder E., Torgersen L., Ask T.F., Knox B.J., Morgenstern H., Gaiser J., Naudet Y., Garcia Perez A., Stahl C.

Référence : Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, vol. 14694 LNAI, pp. 233-252, 2024

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Advanced Methodologies and Technologies for Innovative Information Systems

Auteurs : Cecil R.R., Miranda J.L., Nagy M., Da Silveira M., Zanin M.

Référence : Proceedings 2024 IEEE International Conference on Bioinformatics and Biomedicine Bibm 2024, pp. 6745-6752, 2024

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Addressing Machine Unavailability in Job Shop Scheduling: A Quantum Computing Approach

Auteurs : Aggoune R., Deleplanque S.

Référence : Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, vol. 14753 LNCS, pp. 234-245, 2024

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