| Anomaly detection based on compressed data: An information theoretic characterization A Marchioni, A Enttsel, M Mangia, R Rovatti, G Setti IEEE Transactions on Systems, Man, and Cybernetics: Systems 54 (1), 23-38, 2023 | 6 | 2023 |
| Second-order statistic deviation to model anomalies in the design of unsupervised detectors A Enttsel, F Martinini, A Marchioni, M Mangia, R Rovatti, G Setti ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
| A general framework for the assessment of detectors of anomalies in time series A Enttsel, S Onofri, A Marchioni, M Mangia, G Setti, R Rovatti IEEE Transactions on Industrial Informatics, 2024 | 2 | 2024 |
| Enhancing anomaly detection with entropy regularization in autoencoder-based lightweight compression A Enttsel, A Marchioni, G Setti, M Mangia, R Rovatti 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS …, 2024 | 2 | 2024 |
| Structured pruning in deep neural networks with trainable probability masks F Martinini, A Enttsel, A Marchioni, M Mangia, R Rovatti, G Setti 2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023 | 1 | 2023 |
| Anomaly Detection-Reconstruction Trade-Off in Autoencoder-Based Compression A Enttsel, A Marchioni, L Manovi, R Nikpali, G Ravaglia, G Setti, R Rovatti, ... 2024 32nd European Signal Processing Conference (EUSIPCO), 1957-1961, 2024 | | 2024 |
| Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain S Onofri, A Enttsel, L Manovi, A Marchioni, S Cognetta, F Corallo, ... 2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023 | | 2023 |
| Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle F Martinini, A Enttsel, A Marchioni, M Mangia, R Rovatti, G Setti 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 660-664, 2022 | | 2022 |
| Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition F Martinini, A Enttsel, A Marchioni, M Mangia, F Pareschi, R Rovatti, ... 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 665-669, 2022 | | 2022 |
| Rilevatori di anomalie basati su Autoencoder per segnali accelerometrici A Enttsel | | |
| On the Universal Approximation Properties of Deep Neural Networks using MAM Neurons P Bich, A Enttsel, L Prono, A Marchioni, F Pareschi, M Mangia, G Setti, ... Authorea Preprints, 0 | | |
| Galindez Olascoaga, Laura I. 384 Gao, Huan 245 Gates, Katherine 36 Gazi, Asim 158 P Georgiou, TG Constandinou, F Conti, J Cook, A Corna, A Cossettini, ... | | |
