GARATTI, SIMONE
GARATTI, SIMONE
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Machine Learning approach to fault detection in transformers by using vibration data
2020-01-01 Tavakoli, A.; De Maria, L.; Valecillos, B.; Bartalesi, D.; Garatti, S.; Bittanti, S.
A model identification approach to the analysis of the Kobe earthquake time series
2014-01-01 Bittanti, Sergio; Garatti, Simone
A model predictive control approach to aircraft motion control
2015-01-01 Deori, Luca; Garatti, Simone; Prandini, Maria
A randomized approach to stochastic model predictive control
2012-01-01 Prandini, Maria; Garatti, Simone; J., Lygeros
A scenario solution to state-feedback controller design for discrete-time linear systems subject to probabilistic constraints
2022-01-01 Salizzoni, Giulio; Falsone, Alessandro; Prandini, Maria; Garatti, Simone
A scenario-based approach to multi-agent optimization with distributed information
2020-01-01 Falsone, A.; Margellos, K.; Prandini, M.; Garatti, S.
A simulation-based approach to the approximation of stochastic hybrid systems
2012-01-01 Garatti, Simone; Prandini, Maria
A stochastic strategy integrating wind compensation for trajectory tracking in aircraft motion control
2016-01-01 Deori, Luca; Garatti, Simone; Prandini, Maria
A study on majority-voting classifiers with guarantees on the probability of error
2020-01-01 Carè, A.; Campi, M. C.; Ramponi, F. A.; Garatti, S.; Cobbenhagen, A. T. J. R.
Advance optimization methods for power systems
2014-01-01 P., Panciatici; M. C., Campi; Garatti, Simone; S. H., Low; D. K., Molzahn; A. X., Sun; L., Wehenkel
An incremental scenario approach for building energy management with uncertain occupancy
2020-01-01 Karshenas, A.; Margellos, K.; Garatti, S.
An iterative controller design scheme based on average robust control
2002-01-01 Bittanti, Sergio; M., Campi; Garatti, Simone
Certified system identification - towards distribution-free results
2012-01-01 M. C., Campi; B. C., Csaji; Garatti, Simone; E., Weyer
Complexity-based modulation of the data-set in scenario optimization
2019-01-01 Garatti, S.; Campi, M. C.
Compression at the service of learning: a case study for the Guaranteed Error Machine
2022-01-01 Garatti, S.; Campi, M. C.
Computational approaches to robust Model Predictive Control: a comparative analysis
2014-01-01 Deori, Luca; Garatti, Simone; Prandini, Maria
Constrained optimal control of stochastic switched affine systems using randomization
2016-01-01 Margellos, K.; Falsone, Alessandro; Garatti, Simone; Prandini, Maria
Data-Mining of a Large Virtual Community: Relationships Between the Users DB and the Web-Log File
2003-01-01 Savaresi, SERGIO MATTEO; Garatti, Simone; Bittanti, Sergio; LA BROCCA, L.
Deep Learning for a Comprehensive Transformer Fault Detection Through Vibrational Data
2023-01-01 Rucconi, Valerio; De Maria, Letizia; Bartalesi, Daniele; Valecillos, Bau; Garatti, Simone; Bittanti, Sergio
Deep learning for fault detection in transformers using vibration data
2021-01-01 Rucconi, V.; de Maria, L.; Garatti, S.; Bartalesi, D.; Valecillos, B.; Bittanti, S.