Enrico Ferrari

38 papers A* 2B 1C 6Journal 12Unranked 16
YearRankTypeTitle / Venue / Authors
2026 — conf
ShapBPT in Perspective: A Consolidated Review and an eXplainable Anomaly Detection Case Study.
ICPE Companion
Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda
2026 A* conf
ShapBPT: Image Feature Attributions Using Data-Aware Binary Partition Trees.
AAAI
Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda
2026 J jnl
ShapBPT: Image Feature Attributions Using Data-Aware Binary Partition Trees.
CoRR
Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda
2025 — conf
Deriving and Visualizing Predictive Rules for Disease Risk: A Transparent Approach to Medical AI.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Enrico Sciacca, Giorgia Grasso, Damiano Verda, Enrico Ferrari
2025 J jnl
Explainable evaluation of generative adversarial networks for wearables data augmentation.
Eng. Appl. Artif. Intell.
Sara Narteni, Vanessa Orani, Enrico Ferrari, Damiano Verda, Enrico Cambiaso, Maurizio Mongelli
2024 — conf
Can I Trust My Anomaly Detection System? A Case Study Based on Explainable AI.
xAI (4)
Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda
2024 J jnl
Can I trust my anomaly detection system? A case study based on explainable AI.
CoRR
Muhammad Rashid, Elvio Gilberto Amparore, Enrico Ferrari, Damiano Verda
2024 — conf
Evaluating Local Explainable AI Techniques for the Classification of Chest X-Ray Images.
xAI (4)
Enrico Sciacca, Claudio Estatico, Damiano Verda, Enrico Ferrari
2024 — conf
Rulex Platform: leveraging domain knowledge and data-driven rules to support decisions in the fintech sector through eXplainable AI models.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Claudio Muselli, Damiano Verda, Enrico Ferrari, Claire Thomas Gaggiotti, Marco Muselli
2024 C conf
Trusted SMEs for Sustainable Growth of Europeans Economical Backbone to Strengthen the Digital Sovereignty: The KDT Resilient Trust Project.
DSD
Hassan Aboushady, Noemie Beringuier-Boher, Kelly Burke, Philippe Dallemagne, Mario De Biase, Manuel Di Frangia, Virginie Deniau, Enrico Ferrari, Christophe Gaquière, Dominique Morche, Fabio Patrone, Stefano Pesci, Luigi Pomante, Andries Stam, Vincenzo Stornelli, Haralampos-G. Stratigopoulos, Mottaqiallah Taouil, Emmanuel Vaumorin, Jonathan Villain, Sander Steeghs
2024 A* conf
Using Stratified Sampling to Improve LIME Image Explanations.
AAAI
Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda
2024 J jnl
Using Stratified Sampling to Improve LIME Image Explanations.
CoRR
Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda
2023 J jnl
Optimizing Water Distribution through Explainable AI and Rule-Based Control.
Comput.
Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli
2022 — conf
A 5G-IoT enabled Big Data infrastructure for data-driven agronomy.
GLOBECOM (Workshops)
Filippo Berto, Claudio A. Ardagna, Marco Torrente, Daniele Manenti, Enrico Ferrari, Aldo Calcante, Roberto Oberti, Cristina Frà, Luca Ciani
2022 C conf
A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation.
HealthCom
Sara Narteni, Vanessa Orani, Enrico Ferrari, Damiano Verda, Enrico Cambiaso, Maurizio Mongelli
2022 — conf
A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks.
SYSINT
Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli
2022 — conf
Criteria for the Analysis of Gaps and Limitations of V&V Methods for Safety- and Security-Critical Systems.
SAFECOMP Workshops
Enrico Ferrari, Rupert Schlick, Jose Luis de la Vara, Peter Folkesson, Behrooz Sangchoolie
2022 J jnl
VAMPIRE: vectorized automated ML pre-processing and post-processing framework for edge applications.
Computing
Ali Walid Daher, Enrico Ferrari, Marco Muselli, Hussein Chible, Daniele D. Caviglia
2021 J jnl
The VALU3S ECSEL project: Verification and validation of automated systems safety and security.
Microprocess. Microsystems
Joseba Andoni Agirre, Leire Etxeberria, Raul Barbosa, Stylianos Basagiannis, Georgios Giantamidis, Thomas Bauer, Enrico Ferrari, Mikel Labayen Esnaola, Vanessa Orani, Johnny Öberg, David Pereira, José Proença, Rupert Schlick, Ales Smrcka, Walter Tiberti, Stefano Tonetta, Marco Bozzano, Ahmet Yazici, Behrooz Sangchoolie
2020 C conf
The ECSEL FRACTAL Project: A Cognitive Fractal and Secure edge based on a unique Open-Safe-Reliable-Low Power Hardware Platform.
DSD
Aizea Lojo, Leire Rubio, Jesus Miguel Ruano, Tania Di Mascio, Luigi Pomante, Enrico Ferrari, Ignacio Garcìa Vega, Frank K. Gürkaynak, Mikel Labayen Esnaola, Vanessa Orani, Jaume Abella
2020 C conf
The VALU3S ECSEL Project: Verification and Validation of Automated Systems Safety and Security.
DSD
Raul Barbosa, Stylianos Basagiannis, Georgios Giantamidis, H. Becker, Enrico Ferrari, J. Jahic, Alper Kanak, Mikel Labayen Esnaola, Vanessa Orani, David Pereira, Luigi Pomante, Rupert Schlick, Ales Smrcka, Ahmet Yazici, Peter Folkesson, Behrooz Sangchoolie
2019 — conf
Accellerating PRISM Validation of Vehicle Platooning Through Machine Learning.
ICSRS
Maurizio Mongelli, Marco Muselli, Andrea Scorzoni, Enrico Ferrari
2019 — conf
Achieving Zero Collision Probability in Vehicle Platooning under Cyber Attacks via Machine Learning.
ICSRS
Maurizio Mongelli, Marco Muselli, Enrico Ferrari
2019 J jnl
Analyzing gene expression data for pediatric and adult cancer diagnosis using logic learning machine and standard supervised methods.
BMC Bioinform.
Damiano Verda, Stefano Parodi, Enrico Ferrari, Marco Muselli
2019 — conf
Feature-based Characterisation of Patient-specific 3D Anatomical Models.
STAG
Imon Banerjee, Martina Paccini, Enrico Ferrari, Chiara Eva Catalano, Silvia Biasotti, Michela Spagnuolo
2019 J jnl
Performance validation of vehicle platooning through intelligible analytics.
IET Cyper-Phys. Syst.: Theory & Appl.
Maurizio Mongelli, Enrico Ferrari, Marco Muselli, Alessandro Fermi
2018 C conf
Identification of safety regions in vehicle platooning via machine learning.
WFCS
Alessandro Fermi, Maurizio Mongelli, Marco Muselli, Enrico Ferrari
2018 J jnl
Logic Learning Machine and standard supervised methods for Hodgkin's lymphoma prognosis using gene expression data and clinical variables.
Health Informatics J.
Stefano Parodi, Chiara Manneschi, Damiano Verda, Enrico Ferrari, Marco Muselli
2016 — conf
Safe cooperative CPS: A V2I traffic management scenario in the SafeCOP project.
SAMOS
Alessio Agneessens, Francesco Buemi, Stefano Delucchi, Massimo Massa, Giovanni Agosta, Alessandro Barenghi, Carlo Brandolese, William Fornaciari, Gerardo Pelosi, Enrico Ferrari, Dajana Cassioli, Luigi Pomante, Leonardo Napoletani, Luciano Bozzi, Carlo Tieri, Maurizio Mongelli
2016 C conf
V2I Cooperation for Traffic Management with SafeCop.
DSD
Giovanni Agosta, Alessandro Barenghi, Carlo Brandolese, William Fornaciari, Gerardo Pelosi, Stefano Delucchi, Massimo Massa, Maurizio Mongelli, Enrico Ferrari, Leonardo Napoletani, Luciano Bozzi, Carlo Tieri, Dajana Cassioli, Luigi Pomante
2015 J jnl
Differential diagnosis of pleural mesothelioma using Logic Learning Machine.
BMC Bioinform.
Stefano Parodi, Rosa Filiberti, Paola Marroni, Roberta Libener, Giovanni Ivaldi, Michele Mussap, Enrico Ferrari, Chiara Manneschi, Erika Montani, Marco Muselli
2011 J jnl
Coupling Logical Analysis of Data and Shadow Clustering for Partially Defined Positive Boolean Function Reconstruction.
IEEE Trans. Knowl. Data Eng.
Marco Muselli, Enrico Ferrari
2011 — conf
Implementing reliable learning through Reliable Support Vector Machines.
FOCI
Enrico Ferrari, Marco Muselli
2010 B conf
Maximizing pattern separation in discretizing continuous features for classification purposes.
IJCNN
Enrico Ferrari, Marco Muselli
2010 — conf
Switching Neural Network: An application to Regression Problems.
WIRN
Enrico Ferrari, Marco Muselli
2009 — ch.
Efficient Constructive Techniques for Training Switching Neural Networks.
Constructive Neural Networks
Enrico Ferrari, Marco Muselli
2008 — conf
A Constructive Technique Based on Linear Programming for Training Switching Neural Networks.
ICANN (2)
Enrico Ferrari, Marco Muselli
2008 — conf
A Multivariate Algorithm for Gene Selection Based on the Nearest Neighbor Probability.
CIBB
Enrico Ferrari, Marco Muselli