Concepedia
Statistics
Publications
17
Citations
1.3K
H-Index
14
Active since
2010
Affiliations
University of Pavia(Current)
University of Padua
National University of Ireland, Maynooth
STMicroelectronics (Italy)
Queen's University Belfast
Andrea Schirru is an author at University of Pavia specializing in engineering, manufacturing engineering, and manufacturing.
Publications per year
2010–2018
Machine Learning for Predictive Maintenance: A Multiple Classifier Approach
Gian Antonio Susto, Andrea Schirru, Simone Pampuri et al. · IEEE Transactions on Industrial Informatics · 2014 · 850 citations · Full text
Engineering, Manufacturing Engineering, Machine Learning +16
Multi-step virtual metrology for semiconductor manufacturing: A multilevel and regularization methods-based approach
Gian Antonio Susto, Simone Pampuri, Andrea Schirru et al. · Computers & Operations Research · 2014 · 77 citations
Engineering, Industrial Engineering, Manufacturing Engineering +16
Supervised Aggregative Feature Extraction for Big Data Time Series Regression
Gian Antonio Susto, Andrea Schirru, Simone Pampuri et al. · IEEE Transactions on Industrial Informatics · 2015 · 65 citations · Full text
Computing, Computer Science, Machine Learning +13
A hidden-Gamma model-based filtering and prediction approach for monotonic health factors in manufacturing
Gian Antonio Susto, Andrea Schirru, Simone Pampuri et al. · Control Engineering Practice · 2018 · 41 citations · Full text
Engineering, Manufacturing Engineering, Forecasting +15
A predictive maintenance system for integral type faults based on support vector machines: An application to ion implantation
Gian Antonio Susto, Andrea Schirru, Simone Pampuri et al. · 2013 · 30 citations
Engineering, Industrial Engineering, Manufacturing Engineering +17
1–5 of 17