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)
Infineon Technologies (Austria)
Andrea Schirru is an author at University of Pavia specializing in engineering, systems engineering, and industrial engineering.
Top concepts
EngineeringSystems EngineeringIndustrial EngineeringMachine LearningPredictive AnalyticsProcess ControlComputer EngineeringMetrologyProduction ControlIndustrial Informatics
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 · 811 citations · Full text
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 · 75 citations
Virtual Manufacturing, Engineering, Semiconductor Manufacturing +12
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 · 64 citations · Full text
Engineering, Machine Learning, Feature Extraction +20
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, Industrial Risk, Industrial Engineering +14
Multilevel Lasso applied to Virtual Metrology in semiconductor manufacturing
Simone Pampuri, Andrea Schirru, Giuseppe Fazio et al. · 2011 · 30 citations
Virtual Manufacturing, Engineering, Machine Learning +23
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