Damiano Verda

Orcid: 0000-0001-9912-3454

According to our database1, Damiano Verda authored at least 17 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI.
Mach. Learn. Knowl. Extr., September, 2024

Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control.
Mach. Learn. Knowl. Extr., March, 2024

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, 2024

Evaluating Local Explainable AI Techniques for the Classification of Chest X-Ray Images.
Proceedings of the Explainable Artificial Intelligence, 2024

Can I Trust My Anomaly Detection System? A Case Study Based on Explainable AI.
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.
Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Using Stratified Sampling to Improve LIME Image Explanations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Optimizing Water Distribution through Explainable AI and Rule-Based Control.
Comput., June, 2023

2022
A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks.
Proceedings of the Advances in System-Integrated Intelligence, 2022

A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation.
Proceedings of the IEEE International Conference on E-health Networking, 2022

2019
Unsupervised learning and rule extraction for Domain Name Server tunneling detection.
Internet Technol. Lett., 2019

Analyzing gene expression data for pediatric and adult cancer diagnosis using logic learning machine and standard supervised methods.
BMC Bioinform., 2019

2018
Logic Learning Machine and standard supervised methods for Hodgkin's lymphoma prognosis using gene expression data and clinical variables.
Health Informatics J., 2018

2015
Air-ground Matching: Appearance-based GPS-denied Urban Localization of Micro Aerial Vehicles.
J. Field Robotics, 2015

2014
Micro air vehicle localization and position tracking from textured 3D cadastral models.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
Structure-based object representation and classification in mobile robotics through a Microsoft Kinect.
Robotics Auton. Syst., 2013

2011
Human navigation and mapping with a 6DOF IMU and a laser scanner.
Robotics Auton. Syst., 2011


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