Concepedia

Simone Pampuri

SP

19

Publications

1.3K

Citations

15

H-Index

2010

Active since

Affiliations

University of Pavia(Current)

University of Padua

National University of Ireland, Maynooth

Infineon Technologies (Austria)

STMicroelectronics (Italy)

Simone Pampuri is an author at University of Pavia specializing in engineering, systems engineering, and industrial engineering.

Top concepts

EngineeringSystems EngineeringIndustrial EngineeringMachine LearningPredictive AnalyticsProcess ControlComputer EngineeringMetrologyData ScienceIndustrial Informatics

Publications per year

2010–2018

19

Publications

19

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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