Alex Marchioni

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 31

Top Topics

Principal Component Analysis

Health Monitoring

Greedy Algorithm

Compressed Sensing

Top Venues

IEEE Internet Things J.

Publications

Silvia Onofri, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
Multi-class Similarity-based Approach for Remaining Useful Life Estimation. I2MTC (2024)
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)
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) (2024)
Andriy Enttsel, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression. AICAS (2024)
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) (2023)
Alex Marchioni, Filippo Martinini, L. 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)
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)
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Structured Pruning in Deep Neural Networks with Trainable Probability Masks. MWSCAS (2023)
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)
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)
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) (2022)
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)
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)
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) (2021)
Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Anomaly Detection based on Compressed Data: an Information Theoretic Characterization. CoRR (2021)
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) (2020)
Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle. ISCAS (2020)
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) (2020)
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) (2020)
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)
Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Chained Compressed Sensing for Iot Node Security. ICASSP (2019)
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) (2019)
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)
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)
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)
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)
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)
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) (2018)
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)
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)
Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Sparse sensing matrix based compressed sensing in low-power ECG sensor nodes. BioCAS (2017)