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Publication search results
found 31 matches
- 2024
- Valentina Zaccaria, David Dandolo, Chiara Masiero, Gian Antonio Susto:
AcME-AD: Accelerated Model Explanations for Anomaly Detection. CoRR abs/2403.01245 (2024) - Valentina Zaccaria, Chiara Masiero, David Dandolo, Gian Antonio Susto:
Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD. CoRR abs/2404.18525 (2024) - 2023
- Davide Dalle Pezze, Denis Deronjic, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto:
A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring. Eng. Appl. Artif. Intell. 124: 106610 (2023) - David Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto:
AcME - Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box. Expert Syst. Appl. 214: 119115 (2023) - Sara Marceglia, Vania Manzelli, Annamaria Caruso, Marco Prenassi, Roberto Prandin, Chiara Savino, David Tacconi, Roberta Ferrucci, Costanza Conti, Giulia Candiani, Cristiano Toraldo, Elda Judica, Massimo Corbo, Marianna Masiero, Gabriella Pravettoni:
PainRE-Life: A FHIR Based Telemonitoring Ecosystem for the Management of Patients with Chronic Pain. EFMI-STC 2023: 183-184 - Alessandro Beghi, Nicola Dall'Ora, Davide Dalle Pezze, Franco Fummi, Chiara Masiero, Stefano Spellini, Gian Antonio Susto, Francesco Tosoni:
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper. FDL 2023: 1-8 - Luciano Lorenti, Davide Dalle Pezze, Jacopo Andreoli, Chiara Masiero, Natalie Gentner, Yao Yang, Gian Antonio Susto:
Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation. INDIN 2023: 1-9 - Alessio Arcudi, Davide Frizzo, Chiara Masiero, Gian Antonio Susto:
ExIFFI and EIF+: Interpretability and Enhanced Generalizability to Extend the Extended Isolation Forest. CoRR abs/2310.05468 (2023) - 2022
- Chiara Masiero Sgrinzatto:
Venice Original: Spherical Illustration of an Imaginary Environment for an Immersive E-Commerce Showcase. Int. J. Art Cult. Des. Technol. 11(3): 1-16 (2022) - Davide Dalle Pezze, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto:
FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment. IEEE Trans Autom. Sci. Eng. 19(3): 1491-1502 (2022) - Chiara Masiero Sgrinzatto:
2000 Eyes: Spherical View of La Fenice di Venezia - A Large-Format Equirectangular Drawing with a Gigapixel Resolution. ArtsIT 2022: 22-35 - Eugenia Anello, Chiara Masiero, Fabiana Federica Ferro, Francesca Ferrari, Bleona Mukaj, Alessandro Beghi, Gian Antonio Susto:
Anomaly Detection for the Industrial Internet of Things: an Unsupervised Approach for Fast Root Cause Analysis. CCTA 2022: 1366-1371 - Diego Tosato, Davide Dalle Pezze, Chiara Masiero, Gian Antonio Susto, Alessandro Beghi:
Alarm Logs in Packaging Industry (ALPI). IEEE DataPort, 2022 - Davide Dalle Pezze, Denis Deronjic, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto:
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring. CoRR abs/2208.04227 (2022) - Davide Dalle Pezze, Eugenia Anello, Chiara Masiero, Gian Antonio Susto:
Continual Learning Approaches for Anomaly Detection. CoRR abs/2212.11192 (2022) - 2021
- Sara R. Marceglia, Vania Manzelli, Pierluigi D'Antrassi, Alfredo Cuzzocrea, Annamaria Caruso, Marco Prenassi, Chiara Savino, Maria Teresa De Pippo, Stefano Lenzi, Roberta Ferrucci, Costanza Conti, Giulia Candiani, Francesca Memini, Elda Judica, Massimo Corbo, Marianna Masiero, Gabriella Pravettoni:
PainRE-Life: A FHIR Based HUB for the management and support of patients with chronic pain. AMIA 2021 - Chiara Masiero Sgrinzatto:
Venice Original: A spherical illustration of an imaginary environment. ARTECH 2021: 107:1-107:4 - David Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto:
AcME - Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box. CoRR abs/2112.12635 (2021) - 2019
- Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto:
Feature Selection for Emotion Classification. IIR 2019: 47-48 - Mattia Carletti, Chiara Masiero, Alessandro Beghi, Gian Antonio Susto:
Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis. SMC 2019: 21-26 - Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto:
Supervised Lexicon Extraction for Emotion Classification. WWW (Companion Volume) 2019: 1071-1078 - 2018
- Gian Antonio Susto, Matteo Terzi, Chiara Masiero, Simone Pampuri, Andrea Schirru:
A Fraud Detection Decision Support System via Human On-Line Behavior Characterization and Machine Learning. AI4I 2018: 9-14 - Alberto Purpura, Chiara Masiero, Gian Antonio Susto:
WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews. DS 2018: 386-401 - 2017
- Matteo Terzi, Chiara Masiero, Alessandro Beghi, Marco Maggipinto, Gian Antonio Susto:
Deep learning for virtual metrology: Modeling with optical emission spectroscopy data. RTSI 2017: 1-6 - 2015
- Augusto Ferrante, Nicola Laurenti, Chiara Masiero, Michele Pavon, Stefano Tomasin:
On the Error Region for Channel Estimation-Based Physical Layer Authentication Over Rayleigh Fading. IEEE Trans. Inf. Forensics Secur. 10(5): 941-952 (2015) - 2013
- Anders Lindquist, Chiara Masiero, Giorgio Picci:
On the multivariate circulant rational covariance extension problem. CDC 2013: 7155-7161 - Augusto Ferrante, Nicola Laurenti, Chiara Masiero, Michele Pavon, Stefano Tomasin:
On the Achievable Error Region of Physical Layer Authentication Techniques over Rayleigh Fading Channels. CoRR abs/1303.0707 (2013) - 2012
- Augusto Ferrante, Chiara Masiero, Michele Pavon:
Time and Spectral Domain Relative Entropy: A New Approach to Multivariate Spectral Estimation. IEEE Trans. Autom. Control. 57(10): 2561-2575 (2012) - 2011
- Augusto Ferrante, Chiara Masiero, Michele Pavon:
A new metric for multivariate spectral estimation leading to lowest complexity spectra. CDC/ECC 2011: 1479-1484 - Augusto Ferrante, Chiara Masiero, Michele Pavon:
Time and spectral domain relative entropy: A new approach to multivariate spectral estimation. CoRR abs/1103.5602 (2011)
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