Damiano Verda

26 papers A* 3C 1Journal 16Unranked 6
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 J jnl
Computational Argumentation and Automatic Rule-Generation for Explainable Data-Driven Modeling.
IEEE Access
Luca Longo, Serena Berretta, Damiano Verda, Lucas Rizzo
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
Enhancing interpretability of rule-based classifiers through feature graphs.
CoRR
Christel Sirocchi, Damiano Verda
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 J jnl
A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI.
Mach. Learn. Knowl. Extr.
Lucas Rizzo, Damiano Verda, Serena Berretta, Luca Longo
2024 J jnl
A transparent machine learning algorithm uncovers HbA1c patterns associated with therapeutic inertia in patients with type 2 diabetes and failure of metformin monotherapy.
Int. J. Medical Informatics
Musacchio Nicoletta, Rita Zilich, Davide Masi, Fabio Baccetti, Besmir Nreu, Carlo Bruno Giorda, Giacomo Guaita, Lelio Morviducci, Marco Muselli, Alessandro Ozzello, Federico Pisani, Paola Ponzani, Antonio Rossi, Pierluigi Santin, Damiano Verda, Graziano Di Cianni, Riccardo Candido
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 J jnl
Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control.
Mach. Learn. Knowl. Extr.
Musacchio Nicoletta, Rita Zilich, Davide Masi, Fabio Baccetti, Besmir Nreu, Carlo Bruno Giorda, Giacomo Guaita, Lelio Morviducci, Marco Muselli, Alessandro Ozzello, Federico Pisani, Paola Ponzani, Antonio Rossi, Pierluigi Santin, Damiano Verda, Graziano Di Cianni, Riccardo Candido
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 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 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
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 J jnl
Unsupervised learning and rule extraction for Domain Name Server tunneling detection.
Internet Technol. Lett.
Maurizio Aiello, Maurizio Mongelli, Marco Muselli, Damiano Verda
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
2015 J jnl
Air-ground Matching: Appearance-based GPS-denied Urban Localization of Micro Aerial Vehicles.
J. Field Robotics
András L. Majdik, Damiano Verda, Yves Albers-Schoenberg, Davide Scaramuzza
2014 A* conf
Micro air vehicle localization and position tracking from textured 3D cadastral models.
ICRA
Andras Majdik, Damiano Verda, Yves Albers-Schoenberg, Davide Scaramuzza
2013 J jnl
Structure-based object representation and classification in mobile robotics through a Microsoft Kinect.
Robotics Auton. Syst.
Antonio Sgorbissa, Damiano Verda
2011 J jnl
Human navigation and mapping with a 6DOF IMU and a laser scanner.
Robotics Auton. Syst.
Marco Baglietto, Antonio Sgorbissa, Damiano Verda, Renato Zaccaria