selected publications

• academic article

  • Self-Supervised Learning for data scarcity in a fatigue damage prognostic problem.  Engineering Applications of Artificial Intelligence.  120:105837-105837. 2023
  • An unsupervised approach for health index building and for similarity-based remaining useful life estimation.  Computers in Industry.  141:103716-103716. 2022
  • Towards multi-model approaches to predictive maintenance: A systematic literature survey on diagnostics and prognostics.  Journal of Manufacturing Systems.  56:539-557. 2020
  • A fault mode identification methodology based on self-organizing map.  Neural Computing and Applications.  32:13405-13423. 2020

• conference paper

  • Decision-Making Under Environmental Complexity: The Need for Moving from Avoided Impacts of ICT Solutions to Systems Thinking Approaches.  . 29-40. 2024
  • A Framework for Generating Large Data Sets for Fatigue Damage Prognostic Problems.  . 25-33. 2022