Publications

List of publications authored and co-authored.

2024

  1. EJC
    Robust data-driven design of a jamming detection filter for airborne electromechanical actuators
    P. Boni, M. Mazzoleni, and F. Previdi
    European Journal of Control, 2024
  2. JDSMC
    A New Physics-Informed Condition Indicator for Cost-Effective Direct Current Solenoid Valves Using Significant Points of the Excitation Current
    Luca Maurelli, Mirko Mazzoleni, Fabio Previdi, and 1 more author
    Journal of Dynamic Systems, Measurement, and Control, 2024
  3. Revisión de alcance: evaluación de técnicas de aprendizaje automático en el mantenimiento predictivo
    Daniel Campos-Olivares, Alejandro Carrasco-Muñoz, Mirko Mazzoleni, and 2 more authors
    DYNA, 2024
  4. JIII
    Design of supervision solutions for industrial equipment: Schemes, tools and guidelines for the user
    Mirko Mazzoleni
    Journal of Industrial Information Integration, 2024
  5. IFAC SAFEPROCESS
    The scenario approach for data-driven prognostics
    D. Cesani, M. Mazzoleni, and F. Previdi
    IFAC-PapersOnLine, 2024
    12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2024
  6. IFAC SAFEPROCESS
    Identification of relevant symptoms of performance degradation in industrial machines
    P. Boni, R. Sala, M. Mazzoleni, and 2 more authors
    IFAC-PapersOnLine, 2024
    12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2024
  7. IFAC SAFEPROCESS
    Leak detection for household pipelines based on a smart valve with single pressure and flow sensors
    D. Cesani, M. Mazzoleni, and F. Previdi
    IFAC-PapersOnLine, 2024
    12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2024
  8. IFAC SYSID
    A comparison of indirect and direct filter designs from data for LTI systems: the effect of unknown noise covariance matrices
    M. Mazzoleni, L. Maurelli, S. Formentin, and 1 more author
    2024
    20th IFAC Symposium on System Identification (SYSID)
  9. IFAC SYSID
    An information theory approach for recursive LPV-ARX model identification via LS-SVM
    F. Corrini, M. Mazzoleni, F. Ferracuti, and 2 more authors
    2024
    20th IFAC Symposium on System Identification (SYSID)
  10. IFAC TDS
    An explicit expression of the steady-state error in Smith Predictor applied to linear systems with integral action
    G. Sonzogni, M. Mazzoleni, M. Polver, and 2 more authors
    2024
    18th IFAC Workshop on Time Delay Systems (TDS)
  11. IEEE CDC
    A meal detection approach based on parity space to detect untreated meals in subjects with Type 1 diabetes
    Paolo Alberto Mongini, Mirko Mazzoleni, Antonio Ferramosca, and 2 more authors
    2024
    63rd IEEE Conference on Decision and Control (CDC)

2023

  1. COA
    GLISp-r: a preference-based optimization algorithm with convergence guarantees
    Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, and 1 more author
    Computational Optimization and Applications, 2023
  2. IJRNC
    Data-driven mixed-sensitivity control with automated weighting functions selection
    Nicholas Valceschini, Mirko Mazzoleni, Simone Formentin, and 1 more author
    International Journal of Robust and Nonlinear Control, 2023
  3. Determining the Importance of Physicochemical Properties in the Perceived Quality of Wines
    Amalia Luque, Mirko Mazzoleni, Francisco Zamora-Polo, and 3 more authors
    IEEE Access, 2023
  4. Screening of Machine Learning Techniques on Predictive Maintenance: a Scoping Review
    Daniel Campos Olivares, Alejandro Carrasco Muñoz, Mirko Mazzoleni, and 2 more authors
    Dyna, 2023
  5. IFAC SYSID
    Artificial Pancreas under a Zone Model Predictive Control based on Gaussian Process models: toward the personalization of the closed loop
    Marco Polver, Beatrice Sonzogni, Mirko Mazzoleni, and 2 more authors
    IFAC-PapersOnLine, 2023
    22nd IFAC World Congress
  6. IFAC SYSID
    FRAN-X: An improved diagnostic transfer learning approach with application to ball bearings fault diagnosis
    L. Pitturelli, M. Mazzoleni, L. Rillosi, and 1 more author
    IFAC-PapersOnLine, 2023
    22nd IFAC World Congress
  7. Chest X-ray at Emergency Admission and Potential Association with Barotrauma in Mechanically Ventilated Patients: Experience from the Italian Core of the First Pandemic Peak
    Pietro Andrea Bonaffini, Francesco Stanco, Ludovico Dulcetta, and 9 more authors
    Tomography, 2023
  8. IEEE CDC
    Model Uncertainty-Aware Residual Generators for SISO LTI Systems Based on Kernel Identification and Randomized Approaches
    Mirko Mazzoleni, Nicholas Valceschini, and Fabio Previdi
    In 2023 62nd IEEE Conference on Decision and Control (CDC), 2023
  9. IEEE CDC
    Notch Filter Design with Stability Guarantees for Mechanical Resonance Suppression in SISO LTI Two-Mass Drive Systems
    Giulia Sonzogni, Mirko Mazzoleni, Marco Polver, and 2 more authors
    In 2023 62nd IEEE Conference on Decision and Control (CDC), 2023
  10. Use of Artificial Intelligence Techniques in Characterization of Vibration Signals for Application in Agri-Food Engineering
    Amalia Luque-Sendra, Daniel Campos Olivares, Mirko Mazzoleni, and 3 more authors
    SSRN, 2023

2022

  1. IJC
    Kernel-based identification of asymptotically stable continuous-time linear dynamical systems
    Matteo Scandella, Mirko Mazzoleni, Simone Formentin, and 1 more author
    International Journal of Control, 2022
  2. Visualizing Classification Results: Confusion Star and Confusion Gear
    Amalia Luque, Mirko Mazzoleni, Alejandro Carrasco, and 1 more author
    IEEE Access, 2022
  3. EAAI
    A kernel-based control approach for multi-period assets allocation based on lower partial moments
    Mirko Mazzoleni, Gabriele Maroni, Simone Formentin, and 1 more author
    Engineering Applications of Artificial Intelligence, 2022
  4. A unified surrogate-based scheme for black-box and preference-based optimization
    Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, and 1 more author
    arXiv preprint arXiv:2202.01468, 2022
  5. Automatica
    Kernel-based system identification with manifold regularization: A Bayesian perspective
    Mirko Mazzoleni, Alessandro Chiuso, Matteo Scandella, and 2 more authors
    Automatica, 2022
  6. CMPB
    An agent-based model to assess large-scale COVID-19 vaccination campaigns for the Italian territory: The case study of Lombardy region
    Andrea Cattaneo, Andrea Vitali, Mirko Mazzoleni, and 1 more author
    Computer Methods and Programs in Biomedicine, 2022
  7. IFAC SAFEPROCESS
    Model-based fault diagnosis of sliding gates electro-mechanical actuators transmission components with motor-side measurements
    N. Valceschini, M. Mazzoleni, and F. Previdi
    IFAC-PapersOnLine, 2022
    11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2022
  8. IFAC SAFEPROCESS
    Experimental fault detection of input gripping pliers in bottling plants
    N. Valceschini, M. Mazzoleni, L. Pitturelli, and 1 more author
    IFAC-PapersOnLine, 2022
    11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2022
  9. EAAI
    A fuzzy logic-based approach for fault diagnosis and condition monitoring of industry 4.0 manufacturing processes
    Mirko Mazzoleni, Kisan Sarda, Antonio Acernese, and 4 more authors
    Engineering Applications of Artificial Intelligence, 2022
  10. IFAC CMWRS
    Evaluation of robust sensors placement schemes for leaks isolation in water distribution networks
    M. Mazzoleni, M. Scandella, and F. Previdi
    IFAC-PapersOnLine, 2022
    2nd IFAC Workshop on Control Methods for Water Resource Systems CMWRS 2022

2021

  1. TAC
    A Note on the Numerical Solutions of Kernel-Based Learning Problems
    Matteo Scandella, Mirko Mazzoleni, Simone Formentin, and 1 more author
    IEEE Transactions on Automatic Control, 2021
  2. IFAC MECC
    Nonparametric continuous-time identification of linear systems: theory, implementation and experimental results
    M. Mazzoleni, M. Scandella, S. Formentin, and 1 more author
    IFAC-PapersOnLine, 2021
    Modeling, Estimation and Control Conference MECC 2021
  3. EEAI
    Inertial load classification of low-cost electro-mechanical systems under dataset shift with fast end of line testing
    Nicholas Valceschini, Mirko Mazzoleni, and Fabio Previdi
    Engineering Applications of Artificial Intelligence, 2021
  4. IFAC SYSID
    Modeling and simulation of bimetallic strips in industrial circuit breakers⁎⁎The research has been carried in the SMART4CPPS (Smart Solutions for Cyber-Physical Production Systems) project funded by FESR (Fondo Europeo di Sviluppo Regionale).
    L. Maurelli, M. Mazzoleni, and F. Previdi
    IFAC-PapersOnLine, 2021
    19th IFAC Symposium on System Identification SYSID 2021
  5. IFAC SYSID
    Piecewise nonlinear regression with data augmentation
    M. Mazzoleni, V. Breschi, and S. Formentin
    IFAC-PapersOnLine, 2021
    19th IFAC Symposium on System Identification SYSID 2021
  6. IFAC BMS
    A SIAT3HE model of the COVID-19 pandemic in Bergamo, Italy
    Marco Polver, Fabio Previdi, Mirko Mazzoleni, and 1 more author
    IFAC-PapersOnLine, 2021
    11th IFAC Symposium on Biological and Medical Systems BMS 2021
  7. IEEE IECON
    A comparison of envelope and statistical analyses for bearing diagnosis in hot steel rolling mill lines
    Kisan Sarda, Antonio Acernese, Luigi Russo, and 1 more author
    In IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society, 2021

2020

  1. Data on the first endurance activity of a Brushless DC motor for aerospace applications
    Mirko Mazzoleni, Matteo Scandella, Fabio Previdi, and 1 more author
    Data in Brief, 2020
  2. L4DC
    Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach
    Mirko Mazzoleni, Matteo Scandella, Simone Formentin, and 1 more author
    In 2nd Conference on Learning for Dynamics and Control (L4DC), 2020
  3. ECC
    Enhanced kernels for nonparametric identification of a class of nonlinear systems
    Mirko Mazzoleni, Matteo Scandella, Simone Formentin, and 1 more author
    In 2020 European Control Conference (ECC), 2020
  4. SPRINGER
    Electro-Mechanical Actuators for the More Electric Aircraft
    M Mazzoleni, G Di Rito, and F Previdi
    2020
  5. IFAC WC
    Identification of dynamic textures using Dynamic Mode Decomposition
    D. Previtali, N. Valceschini, M. Mazzoleni, and 1 more author
    IFAC-PapersOnLine, 2020
    21st IFAC World Congress
  6. IFAC WC
    Mechatronics applications of condition monitoring using a statistical change detection method
    M. Mazzoleni, M. Scandella, L. Maurelli, and 1 more author
    IFAC-PapersOnLine, 2020
    21st IFAC World Congress
  7. IFAC WC
    KBERG: A MatLab toolbox for nonlinear kernel-based regularization and system identification
    M. Mazzoleni, M. Scandella, and F. Previdi
    IFAC-PapersOnLine, 2020
    21st IFAC World Congress

2019

  1. SCL
    Nonlinear system identification via data augmentation
    Simone Formentin, Mirko Mazzoleni, Matteo Scandella, and 1 more author
    Systems & Control Letters, 2019
  2. BSPC
    Classification algorithms analysis for brain–computer interface in drug craving therapy
    Mirko Mazzoleni, Fabio Previdi, and Natale Salvatore Bonfiglio
    Biomedical Signal Processing and Control, 2019
  3. Experimental Development of a Health Monitoring Method for Electro-Mechanical Actuators of Flight Control Primary Surfaces in More Electric Aircrafts
    Mirko Mazzoleni, Fabio Previdi, Matteo Scandella, and 1 more author
    IEEE Access, 2019
  4. IFAC ALCOS
    A comparison of manifold regularization approaches for kernel-based system identification
    M. Mazzoleni, M. Scandella, and F. Previdi
    IFAC-PapersOnLine, 2019
    13th IFAC Workshop on Adaptive and Learning Control Systems ALCOS 2019

2018

  1. Learning meets control. Data analytics for dynamical systems
    Mirko Mazzoleni
    2018
  2. IEEE MED
    Development and Experimental Testing of a Health Monitoring System of Electro-Mechanical Actuators for Small Airplanes
    Fabio Previdi, Yamuna Maccarana, Mirko Mazzoleni, and 3 more authors
    In 2018 26th Mediterranean Conference on Control and Automation (MED), 2018
  3. IFAC SYSID
    Condition assessment of electro-mechanical actuators for aerospace using relative density-ratio estimation
    M. Mazzoleni, M. Scandella, Y. Maccarana, and 3 more authors
    IFAC-PapersOnLine, 2018
    18th IFAC Symposium on System Identification SYSID 2018
  4. IFAC SYSID
    Identification of nonlinear dynamical system with synthetic data: a preliminary investigation
    M. Mazzoleni, M. Scandella, S. Formentin, and 1 more author
    IFAC-PapersOnLine, 2018
    18th IFAC Symposium on System Identification SYSID 2018
  5. IEEE CCTA
    Condition Monitoring of Electro-Mechanical Actuators for Aerospace Using Batch Change Detection Algorithms
    Mirko Mazzoleni, Matteo Scandella, Yamuna Maccarana, and 3 more authors
    In 2018 IEEE Conference on Control Technology and Applications (CCTA), 2018
  6. ECC
    Semi-supervised learning of dynamical systems: a preliminary study
    Mirko Mazzoleni, Simone Formentin, Matteo Scandella, and 1 more author
    In 2018 European Control Conference (ECC), 2018
  7. IEEE CDC
    Classification of Light Charged Particles Via Learning-Based System Identification
    Mirko Mazzoleni, Matteo Scandella, Simone Formentin, and 1 more author
    In 2018 IEEE Conference on Decision and Control (CDC), 2018

2017

  1. IEEE AIM
    Development of a reliable electro-mechanical actuator for primary control surfaces in small aircrafts
    M. Mazzoleni, Y. Maccarana, F. Previdi, and 4 more authors
    In 2017 IEEE International Conference on Advanced Intelligent Mechatronics (AIM), 2017
  2. IFAC WC
    Control-oriented modeling of SKU-level demand in retail food market
    M. Mazzoleni, S. Formentin, F. Previdi, and 1 more author
    IFAC-PapersOnLine, 2017
    20th IFAC World Congress
  3. IFAC WC
    A comparison of data-driven fault detection methods with application to aerospace electro-mechanical actuators
    M. Mazzoleni, Y. Maccarana, and F. Previdi
    IFAC-PapersOnLine, 2017
    20th IFAC World Congress
  4. IFAC WC
    Fault detection in airliner electro-mechanical actuators via hybrid particle filtering
    M. Mazzoleni, G. Maroni, Y. Maccarana, and 2 more authors
    IFAC-PapersOnLine, 2017
    20th IFAC World Congress
  5. Unsupervised learning of fundamental emotional states via word embeddings
    Mirko Mazzoleni, Gabriele Maroni, and Fabio Previdi
    In 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017

2016

  1. IEEE ICCA
    Modeling and identification of an Electro-Hydraulic Actuator
    A. L. Cologni, M. Mazzoleni, and F. Previdi
    In 2016 12th IEEE International Conference on Control and Automation (ICCA), 2016
  2. An application of the remote maintenance paradigm to semi-automated machines
    Fabio Previdi, Mirko Mazzoleni, Alberto Luigi Cologni, and 1 more author
    In 14th IMEKO TC10 Workshop on Technical Diagnostics 2016: New Perspectives in Measurements, Tools and Techniques for Systems Reliability, Maintainability and Safety, 2016
  3. IEEE IECON
    Low computational complexity control of a three-phases open-windings AC brushless motor
    Alberto Cologni, Mirko Mazzoleni, and Fabio Previdi
    In IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society, 2016

2015

  1. IFAC BMS
    A Comparison of Classification Algorithms for Brain Computer Interface in Drug Craving Treatment
    M. Mazzoleni, and F. Previdi
    IFAC-PapersOnLine, 2015
    9th IFAC Symposium on Biological and Medical Systems BMS 2015

2014

  1. IEEE CDC
    Fault Detection via modified Principal Direction Divisive Partitioning and application to aerospace electro-mechanical actuators
    Mirko Mazzoleni, Simone Formentin, Fabio Previdi, and 1 more author
    In 53rd IEEE Conference on Decision and Control, 2014