Andriy Enttsel

Joined

May 2023

Names

Andriy Enttsel (Preferred)

Emails

****@unibo.it (Confirmed)

Personal Links

Career & Education History

Researcher

DEI, University of Bologna (unibo.it)

2024 – 2025

PhD student

DEI, University of Bologna (unibo.it)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Riccardo Rovatti

2021 – 2025

Expertise

statistical signal processing

2021 – Present

anomaly detection

2021 – Present

digital signal processing

2021 – Present

compression

2021 – Present

Publications

A General Framework for the Assessment of Detectors of Anomalies in Time Series
Andriy Enttsel, Silvia Onofri, Alex Marchioni, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
- IEEE Trans. Ind. Informatics 2024
- Readers: Everyone
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression
Andriy Enttsel, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
- AICAS 2024
- Readers: Everyone
Anomaly Detection-Reconstruction Trade-Off in Autoencoder-Based Compression
Andriy Enttsel, Alex Marchioni, Livia Manovi, Riccardo Nikpali, Gabriele Ravaglia, Gianluca Setti, Riccardo Rovatti, Mauro Mangia
- EUSIPCO 2024
- Readers: Everyone
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization
Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
- IEEE Trans. Syst. Man Cybern. Syst. 2024
- Readers: Everyone
On the Universal Approximation Properties of Deep Neural Networks using MAM Neurons
Philippe Bich, Andriy Enttsel, Luciano Prono, Alex Marchioni, Fabio Pareschi, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
- Submitted to NeurIPS 2023
- Readers: Everyone
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain
Silvia Onofri, Andriy Enttsel, Livia Manovi, Alex Marchioni, Salvatore Cognetta, Francesco Corallo, Carlo Ciancarelli, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
- MWSCAS 2023
- Readers: Everyone
Structured Pruning in Deep Neural Networks with Trainable Probability Masks
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
- MWSCAS 2023
- Readers: Everyone
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors
Andriy Enttsel, Filippo Martinini, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
- ICASSP 2023
- Readers: Everyone
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
- BioCAS 2022
- Readers: Everyone
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
- BioCAS 2022
- Readers: Everyone

Andriy Enttsel

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors