Enttsel, Andriy; Onofri, Silvia; Marchioni, Alex; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo, A General Framework for the Assessment of Detectors of Anomalies in Time Series, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2024, 20, Article number: 10583949 , pp. 12051 - 12061 [Scientific article]Open Access
Marchioni, Alex; Enttsel, Andriy; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca, Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization, «IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS», 2024, 54, Article number: 10233222 , pp. 23 - 38 [Scientific article]Open Access
Onofri, Silvia; Enttsel, Andriy; Manovi, Livia; Marchioni, Alex; Cognetta, Salvatore; Corallo, Francesco; Ciancarelli, Carlo; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca, Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain, in: 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS), 2023, pp. 458 - 462 (atti di: 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS), Tempe, AZ, USA, 06-09 August 2023) [Contribution to conference proceedings]
Enttsel, Andriy; Martinini, Filippo; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca, Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors, in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, pp. 1 - 5 (atti di: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 04-10 June 2023) [Contribution to conference proceedings]
Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Rovatti, R.; Setti, G., Structured Pruning in Deep Neural Networks with Trainable Probability Masks, in: 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS), New York, IEEE, 2023, pp. 1020 - 1024 (atti di: 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS), Tempe, AZ, USA, 06-09 August 2023) [Contribution to conference proceedings]Open Access
Martinini, Filippo; Enttsel, Andriy; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca, Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. 660 - 664 (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taiwan, 13-15 October 2022) [Contribution to conference proceedings]
Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G., Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. 665 - 669 (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taiwan, 13-15 October 2022) [Contribution to conference proceedings]
