Journals (2)
Z. Mnasri, T. Bouwmans, "A Novel Method for Anomaly Detection using Graph Signal Embedding: Application to Anomalous Sound Detection", Submitted to Expert Systems and Applications, 2025.
J. Giraldo, A. Mahmood, B. Garcia-Garcia, D. Thanou, T. Bouwmans, "Reconstruction of Time-varying Graph Signals via Sobolev Smoothness", IEEE Transactions on Signal and Information Processing Over Networks, March 2022.
Conferences (2)
J. Castro-Correa, J. Giraldo, A. Mondal, M. Badiey, T. Bouwmans, F. Malliaros, "Time-Varying Signals Recovery Via Graph Neural Networks", IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, Rhodes Island, Greece, June 2023.
Z. Mnasri, J. Giraldo, T. Bouwmans, “Anomalous Sound Detection for Road Surveillance based on Graph Signal Processing”, European Conference on Signal Processing, EUSIPCO 2024, 2024.