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2020 – today
- 2024
[j10]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:
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 190: 105550 (2024)- [j9]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:
Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control. Mach. Learn. Knowl. Extr. 6(1): 420-434 (2024) - [j8]Lucas Rizzo, Damiano Verda, Serena Berretta, Luca Longo:
A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI. Mach. Learn. Knowl. Extr. 6(3): 2049-2073 (2024) - [c7]Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda:
Using Stratified Sampling to Improve LIME Image Explanations. AAAI 2024: 14785-14792 - [c6]Enrico Sciacca, Claudio Estatico, Damiano Verda, Enrico Ferrari:
Evaluating Local Explainable AI Techniques for the Classification of Chest X-Ray Images. xAI (4) 2024: 66-83 - [c5]Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda:
Can I Trust My Anomaly Detection System? A Case Study Based on Explainable AI. xAI (4) 2024: 243-254 - [c4]Claudio Muselli, Damiano Verda, Enrico Ferrari, Claire Thomas Gaggiotti, Marco Muselli:
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) 2024: 305-312 - [i2]Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda:
Using Stratified Sampling to Improve LIME Image Explanations. CoRR abs/2403.17742 (2024) - [i1]Muhammad Rashid, Elvio Gilberto Amparore, Enrico Ferrari, Damiano Verda:
Can I trust my anomaly detection system? A case study based on explainable AI. CoRR abs/2407.19951 (2024) - 2023
- [j7]Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli:
Optimizing Water Distribution through Explainable AI and Rule-Based Control. Comput. 12(6): 123 (2023) - 2022
- [c3]Sara Narteni, Vanessa Orani, Enrico Ferrari, Damiano Verda, Enrico Cambiaso, Maurizio Mongelli:
A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation. HealthCom 2022: 167-172 - [c2]Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli:
A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks. SYSINT 2022: 33-42
2010 – 2019
- 2019
- [j6]Damiano Verda, Stefano Parodi, Enrico Ferrari, Marco Muselli:
Analyzing gene expression data for pediatric and adult cancer diagnosis using logic learning machine and standard supervised methods. BMC Bioinform. 20-S(9): 390:1-390:13 (2019) - [j5]Maurizio Aiello, Maurizio Mongelli, Marco Muselli, Damiano Verda:
Unsupervised learning and rule extraction for Domain Name Server tunneling detection. Internet Technol. Lett. 2(2) (2019) - 2018
- [j4]Stefano Parodi, Chiara Manneschi, Damiano Verda, Enrico Ferrari, Marco Muselli:
Logic Learning Machine and standard supervised methods for Hodgkin's lymphoma prognosis using gene expression data and clinical variables. Health Informatics J. 24(1): 54-65 (2018) - 2015
- [j3]András L. Majdik, Damiano Verda, Yves Albers-Schoenberg, Davide Scaramuzza:
Air-ground Matching: Appearance-based GPS-denied Urban Localization of Micro Aerial Vehicles. J. Field Robotics 32(7): 1015-1039 (2015) - 2014
- [c1]Andras Majdik, Damiano Verda, Yves Albers-Schoenberg, Davide Scaramuzza:
Micro air vehicle localization and position tracking from textured 3D cadastral models. ICRA 2014: 920-927 - 2013
- [j2]Antonio Sgorbissa, Damiano Verda:
Structure-based object representation and classification in mobile robotics through a Microsoft Kinect. Robotics Auton. Syst. 61(12): 1665-1679 (2013) - 2011
- [j1]Marco Baglietto, Antonio Sgorbissa, Damiano Verda, Renato Zaccaria:
Human navigation and mapping with a 6DOF IMU and a laser scanner. Robotics Auton. Syst. 59(12): 1060-1069 (2011)
Coauthor Index
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last updated on 2024-10-23 20:32 CEST by the dblp team
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