Sylvio Barbon Junior
Scholar

Sylvio Barbon Junior

Google Scholar ID: 79-H1NkAAAAJ
University of Trieste, Department of Engineering and Architecture
Machine LearningProcess MiningExplainable AI
Citations & Impact
All-time
Citations
3,600
 
H-index
35
 
i10-index
94
 
Publications
20
 
Co-authors
32
list available
Resume (English only)
Academic Achievements
  • Leading or contributing to several research projects including:
  • - Decision Predicate Graphs (DPG): an Explainable AI framework for ML models
  • - PoAC: Problem-oriented AutoML in Clustering
  • - TPOT-Clustering: extending TPOT AutoML for unsupervised learning
  • Published numerous papers in 2024–2025 on topics such as XAI, process mining, AutoML, food engineering, and biomedical signal processing in venues including Elsevier, IEEE Access, Springer, and ACM