2025
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Cools, A., Belarbi, M. A., & MAHMOUDI, S. (2025). CAReNet: A Promising AI Architecture for Low Data Regime Mixing Convolutions and Attention. In "Lecture Notes in Networks and Systems". Springer Nature Switzerland. doi:10.1007/978-3-031-78698-3_3
Périodiques scientifiques/Article
- Cools, A., Belarbi, M. A., & MAHMOUDI, S. (13 May 2025). Benchmarking of Anomaly Detection Methods for Industry 4.0: Evaluation, Ranking, and Practical Recommendations. "Big Data and Cognitive Computing, 9" (5), 128. doi:10.3390/bdcc9050128
2024
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Equeter, L., Cools, A., Cultrera, L., Dupont, N., Fays, V., Giancola, K., Gillet, M., Glineur, C., Heyman, M., Invernizzi, S., Lucassen, L., Main, J., Mégret, A., Menet, Q., Mincheva, R., Pirson, F., Sobczak, F., Thiebault, F., Vachaudez, A., ... Vitry, V. (2024). Abstract book du Mardi des Chercheurs 2024. "Abstract book du Mardi des Chercheurs".
2022
Périodiques scientifiques/Article
- Belarbi, M. A., Mahmoudi, S., Belalem, G., Mahmoudi, S., & Cools, A. (June 2022). A New Comparative Study of Dimensionality Reduction Methods in Large-Scale Image Retrieval. "Big Data and Cognitive Computing, 6" (2), 54. doi:10.3390/bdcc6020054
- Cools, A., Belarbi, M. A., & Mahmoudi, S. (27 April 2022). A Comparative Study of Reduction Methods applied on a Convolutional Neural Network. "Electronics, 11" (9).
Conférences scientifiques dans des universités ou centres de recherche/Conférence scientifique dans des universités ou centres de recherche
- Cools, A.* , & Mahmoudi, S. (26 July 2022). "Towards less dependent deep learning models in terms of input data, labels and output descriptors" [Paper presentation]. DeepLearn 2022 Summer, Gran Canaria, Spain.
- Cools, A., & Mahmoudi, S. (30 March 2022). "Reduction of dimension applied to convolutional neural networks applied for content-based image retrieval engines" [Paper presentation]. Infortech Day, Mons, Belgium.