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ORCIDAndriy Enttsel
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Journal Articles
- 2024
[j2]Andriy Enttsel
, Silvia Onofri, Alex Marchioni, Mauro Mangia, Gianluca Setti, Riccardo Rovatti:
A General Framework for the Assessment of Detectors of Anomalies in Time Series. IEEE Trans. Ind. Informatics 20(10): 12051-12061 (2024)- [j1]Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization. IEEE Trans. Syst. Man Cybern. Syst. 54(1): 23-38 (2024)
Conference and Workshop Papers
- 2024
- [c7]Andriy Enttsel, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti:
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression. AICAS 2024: 273-277 - [c6]Andriy Enttsel, Alex Marchioni, Livia Manovi, Riccardo Nikpali, Gabriele Ravaglia, Gianluca Setti, Riccardo Rovatti, Mauro Mangia:
Anomaly Detection-Reconstruction Trade-Off in Autoencoder-Based Compression. EUSIPCO 2024: 1957-1961 - 2023
- [c5]Andriy Enttsel, Filippo Martinini, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors. ICASSP 2023: 1-5 - [c4]Silvia Onofri, Andriy Enttsel, Livia Manovi, Alex Marchioni, Salvatore Cognetta, Francesco Corallo, Carlo Ciancarelli, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain. MWSCAS 2023: 458-462 - [c3]Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Structured Pruning in Deep Neural Networks with Trainable Probability Masks. MWSCAS 2023: 1020-1024 - 2022
- [c2]Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle. BioCAS 2022: 660-664 - [c1]Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition. BioCAS 2022: 665-669
Informal and Other Publications
- 2021
- [i1]Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Anomaly Detection based on Compressed Data: an Information Theoretic Characterization. CoRR abs/2110.02579 (2021)
Coauthor Index
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