Simone Pampuri

According to our database, Simone Pampuri authored at least 17 papers between 2010 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2018

A Fraud Detection Decision Support System via Human On-Line Behavior Characterization and Machine Learning.

Gian Antonio Susto, Matteo Terzi, Chiara Masiero, Simone Pampuri, Andrea Schirru

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2016

Supervised Aggregative Feature Extraction for Big Data Time Series Regression.

Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Seán F. McLoone

IEEE Trans. Ind. Informatics, 2016

2015

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach.

Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Seán F. McLoone, Alessandro Beghi

IEEE Trans. Ind. Informatics, 2015

Multi-step virtual metrology for semiconductor manufacturing: A multilevel and regularization methods-based approach.

Gian Antonio Susto, Simone Pampuri, Andrea Schirru, Alessandro Beghi, Giuseppe De Nicolao

Comput. Oper. Res., 2015

2014

A sampling decision system for semiconductor manufacturing: relying on virtual metrology and actual measurements.

Daniel Kurz, Jürgen Pilz, Andrea Schirru, Simone Pampuri, Cristina De Luca

Proceedings of the 2014 Winter Simulation Conference, 2014

An adaptive machine learning decision system for flexible predictive maintenance.

Gian Antonio Susto, Jian Wan, Simone Pampuri, Mattia Zanon, Adrian B. Johnston, Paul G. O'Hara, Seán F. McLoone

Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

Insight extraction for semiconductor manufacturing processes.

Simone Pampuri, Gian Antonio Susto, Jian Wan, Adrian B. Johnston, Paul G. O'Hara, Seán F. McLoone

Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013

Prediction of integral type failures in semiconductor manufacturing through classification methods.

Gian Antonio Susto, Seán F. McLoone, Daniele Pagano, Andrea Schirru, Simone Pampuri, Alessandro Beghi

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

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, Daniele Pagano, Seán F. McLoone, Alessandro Beghi

Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2012

Learning from time series: Supervised Aggregative Feature Extraction.

Andrea Schirru, Gian Antonio Susto, Simone Pampuri, Seán F. McLoone

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

An information-theory and Virtual Metrology-based approach to Run-to-Run semiconductor manufacturing control.

Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Giuseppe De Nicolao, Alessandro Beghi

Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

Multistep virtual metrology approaches for semiconductor manufacturing processes.

Simone Pampuri, Andrea Schirru, Gian Antonio Susto, Cristina De Luca, Alessandro Beghi, Giuseppe De Nicolao

Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011

Nonparametric Virtual Sensors for Semiconductor Manufacturing - Using Information Theoretic Learning and Kernel Machines.

Andrea Schirru, Simone Pampuri, Cristina De Luca, Giuseppe De Nicolao

Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Noordwijkerhout, The Netherlands, 28, 2011

Proportional hazard model with ℓ1 Penalization applied to Predictive Maintenance in semiconductor manufacturing.

Simone Pampuri, Andrea Schirru, Cristina De Luca, Giuseppe De Nicolao

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

Multilevel Lasso applied to Virtual Metrology in semiconductor manufacturing.

Simone Pampuri, Andrea Schirru, Giuseppe Fazio, Giuseppe De Nicolao

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2010

Multilevel statistical process control of asynchronous multi-stream processes in semiconductor manufacturing.

Andrea Schirru, Simone Pampuri, Giuseppe De Nicolao

Proceedings of the IEEE Conference on Automation Science and Engineering, 2010

Particle filtering of hidden Gamma processes for robust Predictive Maintenance in semiconductor manufacturing.

Andrea Schirru, Simone Pampuri, Giuseppe De Nicolao

Proceedings of the IEEE Conference on Automation Science and Engineering, 2010