Enrico Ferrari

According to our database, Enrico Ferrari authored at least 31 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Evaluating Local Explainable AI Techniques for the Classification of Chest X-Ray Images.

Enrico Sciacca, Claudio Estatico, Damiano Verda, Enrico Ferrari

Proceedings of the Explainable Artificial Intelligence, 2024

Can I Trust My Anomaly Detection System? A Case Study Based on Explainable AI.

Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda

Proceedings of the Explainable Artificial Intelligence, 2024

Rulex Platform: leveraging domain knowledge and data-driven rules to support decisions in the fintech sector through eXplainable AI models.

Claudio Muselli, Damiano Verda, Enrico Ferrari, Claire Thomas Gaggiotti, Marco Muselli

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Trusted SMEs for Sustainable Growth of Europeans Economical Backbone to Strengthen the Digital Sovereignty: The KDT Resilient Trust Project.

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

Proceedings of the 27th Euromicro Conference on Digital System Design, 2024

Using Stratified Sampling to Improve LIME Image Explanations.

Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Optimizing Water Distribution through Explainable AI and Rule-Based Control.

Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli

Comput., June, 2023

2022

VAMPIRE: vectorized automated ML pre-processing and post-processing framework for edge applications.

Ali Walid Daher, Enrico Ferrari, Marco Muselli, Hussein Chible, Daniele D. Caviglia

Computing, 2022

A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks.

Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli

Proceedings of the Advances in System-Integrated Intelligence, 2022

Criteria for the Analysis of Gaps and Limitations of V&V Methods for Safety- and Security-Critical Systems.

Enrico Ferrari, Rupert Schlick, Jose Luis de la Vara, Peter Folkesson, Behrooz Sangchoolie

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation.

Sara Narteni, Vanessa Orani, Enrico Ferrari, Damiano Verda, Enrico Cambiaso, Maurizio Mongelli

Proceedings of the IEEE International Conference on E-health Networking, 2022

A 5G-IoT enabled Big Data infrastructure for data-driven agronomy.

Filippo Berto, Claudio A. Ardagna, Marco Torrente, Daniele Manenti, Enrico Ferrari, Aldo Calcante, Roberto Oberti, Cristina Frà, Luca Ciani

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2021

The VALU3S ECSEL project: Verification and validation of automated systems safety and security.

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

Microprocess. Microsystems, November, 2021

2020

The ECSEL FRACTAL Project: A Cognitive Fractal and Secure edge based on a unique Open-Safe-Reliable-Low Power Hardware Platform.

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

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

The VALU3S ECSEL Project: Verification and Validation of Automated Systems Safety and Security.

Raul Barbosa, Stylianos Basagiannis, Georgios Giantamidis, H. Becker, Enrico Ferrari, J. Jahic, A. Kanak, Mikel Labayen Esnaola, Vanessa Orani, David Pereira, Luigi Pomante, Rupert Schlick, Ales Smrcka, Ahmet Yazici, Peter Folkesson, Behrooz Sangchoolie

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

2019

Performance validation of vehicle platooning through intelligible analytics.

Maurizio Mongelli, Enrico Ferrari, Marco Muselli, Alessandro Fermi

IET Cyper-Phys. Syst.: Theory & Appl., 2019

Analyzing gene expression data for pediatric and adult cancer diagnosis using logic learning machine and standard supervised methods.

Damiano Verda, Stefano Parodi, Enrico Ferrari, Marco Muselli

BMC Bioinform., 2019

Accellerating PRISM Validation of Vehicle Platooning Through Machine Learning.

Maurizio Mongelli, Marco Muselli, Andrea Scorzoni, Enrico Ferrari

Proceedings of the 4th International Conference on System Reliability and Safety, 2019

Achieving Zero Collision Probability in Vehicle Platooning under Cyber Attacks via Machine Learning.

Maurizio Mongelli, Marco Muselli, Enrico Ferrari

Proceedings of the 4th International Conference on System Reliability and Safety, 2019

Feature-based Characterisation of Patient-specific 3D Anatomical Models.

Imon Banerjee, Martina Paccini, Enrico Ferrari, Chiara Eva Catalano, Silvia Biasotti, Michela Spagnuolo

Proceedings of the Italian Chapter Conference 2019, 2019

2018

Logic Learning Machine and standard supervised methods for Hodgkin's lymphoma prognosis using gene expression data and clinical variables.

Stefano Parodi, Chiara Manneschi, Damiano Verda, Enrico Ferrari, Marco Muselli

Health Informatics J., 2018

Identification of safety regions in vehicle platooning via machine learning.

Alessandro Fermi, Maurizio Mongelli, Marco Muselli, Enrico Ferrari

Proceedings of the 14th IEEE International Workshop on Factory Communication Systems, 2018

2016

Safe cooperative CPS: A V2I traffic management scenario in the SafeCOP project.

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

Proceedings of the International Conference on Embedded Computer Systems: Architectures, 2016

V2I Cooperation for Traffic Management with SafeCop.

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

Proceedings of the 2016 Euromicro Conference on Digital System Design, 2016

2015

Differential diagnosis of pleural mesothelioma using Logic Learning Machine.

Stefano Parodi, Rosa Filiberti, Paola Marroni, Roberta Libener, Giovanni Ivaldi, Michele Mussap, Enrico Ferrari, Chiara Manneschi, Erika Montani, Marco Muselli

BMC Bioinform., 2015

2011

Coupling Logical Analysis of Data and Shadow Clustering for Partially Defined Positive Boolean Function Reconstruction.

Marco Muselli, Enrico Ferrari

IEEE Trans. Knowl. Data Eng., 2011

Implementing reliable learning through Reliable Support Vector Machines.

Enrico Ferrari, Marco Muselli

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2011

2010

Switching Neural Network: An application to Regression Problems.

Enrico Ferrari, Marco Muselli

Proceedings of the Neural Nets WIRN10, 2010

Maximizing pattern separation in discretizing continuous features for classification purposes.

Enrico Ferrari, Marco Muselli

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Efficient Constructive Techniques for Training Switching Neural Networks.

Enrico Ferrari, Marco Muselli

Proceedings of the Constructive Neural Networks, 2009

2008

A Constructive Technique Based on Linear Programming for Training Switching Neural Networks.

Enrico Ferrari, Marco Muselli

Proceedings of the Artificial Neural Networks, 2008

A Multivariate Algorithm for Gene Selection Based on the Nearest Neighbor Probability.

Enrico Ferrari, Marco Muselli

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2008