Gian Antonio Susto
Gian Antonio Susto
Assistant Professor @ University of Padova, Co-founder @ Statwolf
Verified email at dei.unipd.it - Homepage
TitleCited byYear
Machine learning for predictive maintenance: A multiple classifier approach
GA Susto, A Schirru, S Pampuri, S McLoone, A Beghi
IEEE Transactions on Industrial Informatics 11 (3), 812-820, 2014
2012014
Control of PDE-ODE cascades with Neumann interconnections
GA Susto, M Krstic
Journal of the Franklin Institute 347 (1), 284-314, 2010
1452010
Supervised aggregative feature extraction for big data time series regression
GA Susto, A Schirru, S Pampuri, S McLoone
IEEE Transactions on Industrial Informatics 12 (3), 1243-1252, 2015
372015
Multi-step virtual metrology for semiconductor manufacturing: A multilevel and regularization methods-based approach
GA Susto, S Pampuri, A Schirru, A Beghi, G De Nicolao
Computers & Operations Research 53, 328-337, 2015
332015
A predictive maintenance system for epitaxy processes based on filtering and prediction techniques
GA Susto, A Beghi, C De Luca
IEEE Transactions on Semiconductor Manufacturing 25 (4), 638-649, 2012
312012
A one-class svm based tool for machine learning novelty detection in hvac chiller systems
A Beghi, L Cecchinato, C Corazzol, M Rampazzo, F Simmini, GA Susto
IFAC Proceedings Volumes 47 (3), 1953-1958, 2014
242014
A predictive maintenance system for silicon epitaxial deposition
GA Susto, A Beghi, C De Luca
2011 IEEE International Conference on Automation Science and Engineering …, 2011
222011
A predictive maintenance system based on regularization methods for ion-implantation
GA Susto, A Schirru, S Pampuri, A Beghi
2012 SEMI Advanced Semiconductor Manufacturing Conference, 175-180, 2012
212012
Least angle regression for semiconductor manufacturing modeling
GA Susto, A Beghi
2012 IEEE International Conference on Control Applications, 658-663, 2012
202012
Dealing with time-series data in predictive maintenance problems
GA Susto, A Beghi
2016 IEEE 21st International Conference on Emerging Technologies and Factory …, 2016
182016
A virtual metrology system based on least angle regression and statistical clustering
GA Susto, A Beghi
Applied Stochastic Models in Business and Industry 29 (4), 362-376, 2013
182013
Learning from time series: Supervised aggregative feature extraction
A Schirru, GA Susto, S Pampuri, S McLoone
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 5254-5259, 2012
182012
Multistep virtual metrology approaches for semiconductor manufacturing processes
S Pampuri, A Schirru, GA Susto, C De Luca, A Beghi, G De Nicolao
Automation Science and Engineering (CASE), 2012 IEEE International …, 2012
182012
Automatic control and machine learning for semiconductor manufacturing: Review and challenges
GA Susto, S Pampuri, A Schirru, G De Nicolao, SF McLoone, A Beghi
Proceedings of the 10th European Workshop on Advanced Control and Diagnosis …, 2012
182012
A virtual metrology system for predicting cvd thickness with equipment variables and qualitative clustering
GA Susto, A Beghi, C De Luca
ETFA2011, 1-4, 2011
182011
An information-theory and virtual metrology-based approach to run-to-run semiconductor manufacturing control
GA Susto, A Schirru, S Pampuri, G De Nicolao, A Beghi
2012 IEEE International Conference on Automation Science and Engineering …, 2012
172012
Home automation oriented gesture classification from inertial measurements
A Cenedese, GA Susto, G Belgioioso, GI Cirillo, F Fraccaroli
IEEE Transactions on automation science and engineering 12 (4), 1200-1210, 2015
162015
Virtual metrology enabled early stage prediction for enhanced control of multi-stage fabrication processes
GA Susto, AB Johnston, PG O'Hara, S McLoone
2013 IEEE International Conference on Automation Science and Engineering …, 2013
162013
Time-series classification methods: Review and applications to power systems data
GA Susto, A Cenedese, M Terzi
Big data application in power systems, 179-220, 2018
142018
Optimal tuning of epitaxy pyrometers
GA Susto, S Pampuri, A Schirru, A Beghi
2012 SEMI Advanced Semiconductor Manufacturing Conference, 294-299, 2012
132012
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