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2020 – today
- 2025
[j11]Filippo Martinini
, Mauro Mangia, Alex Marchioni, Gianluca Setti, Riccardo Rovatti:
Incremental Undersampling MRI Acquisition With Neural Self Assessment. Signal Process. 228: 109746 (2025)- 2024
- [j10]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) - [j9]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) - [c22]Livia Manovi, Lorenzo Capelli, Alex Marchioni, Filippo Martinini, Gianluca Setti, Mauro Mangia, Riccardo Rovatti:
SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers. AICAS 2024: 129-133 - [c21]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 - [c20]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 - [c19]Silvia Onofri, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti:
Multi-class Similarity-based Approach for Remaining Useful Life Estimation. I2MTC 2024: 1-6 - 2023
- [j8]Alex Marchioni, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices. IEEE Internet Things J. 10(14): 12798-12810 (2023) - [c18]Alex Marchioni, Filippo Martinini, Livia Manovi, Silvano Cortesi, Riccardo Rovatti, Gianluca Setti, Mauro Mangia:
Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design. I2MTC 2023: 1-6 - [c17]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 - [c16]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 - [c15]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
- [j7]Filippo Martinini, Mauro Mangia, Alex Marchioni, Riccardo Rovatti, Gianluca Setti:
A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections. IEEE J. Sel. Top. Signal Process. 16(4): 713-724 (2022) - [c14]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 - [c13]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 - 2021
- [j6]Alessio Burrello, Alex Marchioni, Davide Brunelli, Simone Benatti, Mauro Mangia, Luca Benini:
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring. IEEE Internet Things J. 8(6): 4433-4447 (2021) - [c12]Luciano Prono, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction. BioCAS 2021: 1-5 - [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) - 2020
- [j5]Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Deep Neural Oracle With Support Identification in the Compressed Domain. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(4): 458-468 (2020) - [j4]Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge. IEEE Internet Things J. 7(8): 7575-7589 (2020) - [j3]Mauro Mangia, Luciano Prono, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals. IEEE Trans. Biomed. Circuits Syst. 14(3): 545-557 (2020) - [c11]Mauro Mangia, Alex Marchioni, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles. AICAS 2020: 158-162 - [c10]Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle. ISCAS 2020: 1-5
2010 – 2019
- 2019
- [j2]Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Chained Compressed Sensing: A Blockchain-Inspired Approach for Low-Cost Security in IoT Sensing. IEEE Internet Things J. 6(4): 6465-6475 (2019) - [c9]Alessio Burrello, Alex Marchioni, Davide Brunelli, Luca Benini:
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways. CF 2019: 235-239 - [c8]Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Chained Compressed Sensing for Iot Node Security. ICASSP 2019: 7580-7584 - [c7]Luciano Prono, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA. PRIME 2019: 77-80 - 2018
- [j1]Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Administering Quality-Energy Trade-Off in IoT Sensing Applications by Means of Adapted Compressed Sensing. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(4): 895-907 (2018) - [c6]Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Rakeness-based Compressed Sensing of Surface ElectroMyoGraphy for Improved Hand Movement Recognition in the Compressed Domain. BioCAS 2018: 1-4 - [c5]Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Disturbance Rejection With Rakeness-based Compressed Sensing: Method and Application to Baseline/Powerline Mitigation in ECGs. ISCAS 2018: 1-5 - [c4]Alex Marchioni, Cesar H. Pimentel-Romero, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Resource Redistribution in Internet of Things applications by Compressed Sensing: A Survey. ISCAS 2018: 1-5 - [c3]Mauro Mangia, Letizia Magenta, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Projected-Gradient-Descent in Rakeness-Based Compressed Sensing with Disturbance Rejection. NGCAS 2018: 78-81 - 2017
- [c2]Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Sparse sensing matrix based compressed sensing in low-power ECG sensor nodes. BioCAS 2017: 1-4 - [c1]Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Low-complexity greedy algorithm in compressed sensing for the adapted decoding of ECGs. BioCAS 2017: 1-4
Coauthor Index
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