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Book Chapters

A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks, Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli, Lecture Notes in Networks and Systems, Springer 2023


Portfolio optimization and risk management through Hierarchical Risk Parity and Logic Learning Machine: a case study applied to the Turkish stock market , Giacomo Gaggero, Pier Giuseppe Giribone, Marco Muselli, Erenay Ünal, Damiano Verda, Risk Management Magazine, April 2024

Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control, Nicoletta Musacchio, Rita Zilich, Davide Masi, Fabio Baccetti, Besmir Nreu, Carlo Bruno Giorda, Giacomo Guaita, Lelilo Morviducci, Marco Muselli, Alessandro Ozzello, Federico Pisani, Paola Ponzani, Antonio Rossi, Pierluigi Santin, Damiano Verda, Graziano Di Cianni, Riccardo Candido, Machine Learning And Knowledge Extraction, February 2024

Achieving Good Metabolic Control Without Weight Gain with the Systematic Use of GLP-1-RAs and SGLT-2 Inhibitors in Type 2 Diabetes: A Machine-Learning Projection Using Data from Clinical Practice, Carlo Bruno Giorda, Antonio Rossi, Fabio Baccetti, Rita Zilich, Francesco Romeo, Nreu Besmir, Graziano Di Cianni, Giacomo Guaita, Lelio Morviducci, Marco Muselli, Alessandro Ozzello, Federico Pisani, Paola Ponzani, Pierluigi Santin, Damiano Verda, Nicoletta Musacchio, Clinical Therapeutics, July 2023

Optimizing Water Distribution through Explainable AI and Rule-Based Control , Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli, Computers, June 2023

Uncovering Predictors of Lipid Goal Attainment in Type 2 Diabetes Outpatients Using Logic Learning Machine: Insights from the AMD Annals and AMD Artificial Intelligence Study Group, Davide Masi, Rita Zilich, Riccardo Candido, Annalisa Giancaterini, Giacomo Guaita, Marco Muselli, Paola Ponzani, Pierluigi Santin, Damiano Verda and Nicoletta Musacchio on behalf of the Associazione Medici Diabetologi (AMD) Annals Study Group and AMD Artificial Intelligence Study Group , Journal Of Clinical Medicine (JCM), June 2023

Validation of a predictive model for obstructive sleep apnea in people with Down syndrome, Brian G. Skotko, Alexandra Garza Flores, Ibrahim Elsharkawi, Vasiliki Patsiogiannis, Mary Ellen McDonough, Damiano Verda, Marco Muselli, Roberto Hornero, David Gozal, Eric A. Macklin, American Journal Of Medical Genetics, Part A, November 2022

The clinical meaning of the area under a Receiver Operating Characteristic curve for the evaluation of the performance of disease markers, Stefano Parodi, Damiano Verda, Francesca Bagnasco, Marco Muselli, Epidemiology And Health, October 2022

LLM-PBC: Logic Learning Machine-Based Explainable Rules Accurately Stratify the Genetic Risk of Primary Biliary Cholangitis, Alessio Gerussi, Damiano Verda, Claudio Cappadona, Laura Cristoferi, Davide Paolo Bernasconi, Sandro Bottaro, Marco Carbone, Marco Muselli, Pietro Invernizzi, and Rosanna Asselta on behalf of The Italian PBC Genetics Study Group, Journal of Personalized Medicine, September 2022

Machine learning in primary biliary cholangitis: A novel approach for risk stratification, Alessio Gerussi, Damiano Verda, Davide Paolo Bernasconi, Marco Carbone, Atsumasa Komori, Masanori Abe, Mie Inao, Tadashi Namisaki, Satoshi Mochida, Hitoshi Yoshiji, Gideon Hirschfield, Keith Lindor, Albert Pares, Christophe Corpechot, Nora Cazzagon, Annarosa Floreani, Marco Marzioni, Domenico Alvaro, Umberto Vespasiani-Gentilucci, Laura Cristoferi, Maria Grazia Valsecchi, Marco Muselli, Bettina E. Hansen, Atsushi Tanaka, Pietro Invernizzi, Liver International, Issue Cover March 2022

Controllo automatico delle variabili cliniche della scheda di dimissione ospedaliera (SDO), mediante l’utilizzo di tecniche di machine learning (in Italian language), E. Montel, A. Richter, R. Vanzetta, S. Ladurner, A. Malizia, D. Verda, M. Muselli, P. Santin, P. Vian, Organizzazione Sanitaria, Marzo 2022

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 Bioinformatics, November 2019

Unsupervised learning and rule extraction for Domain Name Server tunneling detection , Maurizio Aiello, Maurizio Mongelli, Marco Muselli, Damiano Verda, Internet Technology Letters, March/April 2019

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 Journal, March 2018

Air-ground Matching: Appearance-based GPS-denied Urban Localization of Micro Aerial Vehicles, Andràs L. Majdik, Damiano Verda, Yves Albers-Schoenberg, Davide Scaramuzza, Journal of Field Robotics (JFR), October 2015

Structure-based object representation and classification in mobile robotics through a Microsoft Kinect, Antonio Sgorbissa, Damiano Verda Robotics And Autonomous Systems (RAS), December 2013

Human navigation and mapping with a 6DOF IMU and a laser scanner, Marco Baglietto, Antonio Sgorbissa, Damiano Verda, Renato Zaccaria Robotics And Autonomous Systems (RAS), December 2011


Using Stratified Sampling to Improve LIME Image Explanations, Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda, Annual AAAI Conference on Artificial Intelligence 2024

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, IEEE International Conference on E-health Networking, Application and Services (HealthCom) 2022

Micro Air Vehicle Localization and Position Tracking from Textured 3D Cadastral Models, Andràs L. Majdik, Damiano Verda, Yves Albers-Schoenberg, Davide Scaramuzza, International Conference on Robotics and Automation (ICRA) 2014


Clustering Reveals the Prognostic Role of Serum Albumin Values Within the Normal Range in Patients with Primary Biliary Cholangitis, Alessio Gerussi, Damiano Verda, Davide Bernasconi, Marco Carbone, A. Komori, M. Abe, M. Inao, T. Namisaki, S. Mochida, H. Yoshiji, G. Hirschfield, K. Lindor, A. Pares, C. Corpechot, N. Cazzagon, A. Floreani, M. Marzioni, D. Alvaro, U. Vespasiani-Gentilucci, L. Cristoferi, M.G. Valsecchi, M. Muselli, the Japan PBC Study Group, the Global PBC Study Group, the Italian PBC study Group, B.E. Hansen, A. Tanaka, Pietro Invernizzi, Digestive And Liver Disease Volume 53 Supplement 1, July 2021

Versione Italiana