Giulio Bottegal
Giulio Bottegal
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Title
Cited by
Cited by
Year
Estimation of building occupancy levels through environmental signals deconvolution
A Ebadat, G Bottegal, D Varagnolo, B Wahlberg, KH Johansson
Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient …, 2013
632013
Robust EM kernel-based methods for linear system identification
G Bottegal, AY Aravkin, H Hjalmarsson, G Pillonetto
Automatica 67, 114-126, 2016
382016
Regularized deconvolution-based approaches for estimating room occupancies
A Ebadat, G Bottegal, D Varagnolo, B Wahlberg, KH Johansson
IEEE Transactions on Automation Science and Engineering 12 (4), 1157-1168, 2015
342015
An empirical Bayes approach to identification of modules in dynamic networks
N Everitt, G Bottegal, H Hjalmarsson
Automatica 91, 144-151, 2018
202018
Regularized spectrum estimation using stable spline kernels
G Bottegal, G Pillonetto
Automatica 49 (11), 3199-3209, 2013
202013
Local module identification in dynamic networks using regularized kernel-based methods
KR Ramaswamy, G Bottegal, PMJ Van den Hof
2018 IEEE Conference on Decision and Control (CDC), 4713-4718, 2018
182018
A new kernel-based approach to system identification with quantized output data
G Bottegal, H Hjalmarsson, G Pillonetto
Automatica 85, 145-152, 2017
172017
A nonparametric kernel-based approach to Hammerstein system identification
RS Risuleo, G Bottegal, H Hjalmarsson
Automatica 85, 234-247, 2017
152017
A kernel-based approach to Hammerstein system identification
RS Risuleo, G Bottegal, H Hjalmarsson
IFAC-PapersOnLine 48 (28), 1011-1016, 2015
152015
Outlier robust system identification: A Bayesian kernel-based approach
G Bottegal, AY Aravkin, H Hjalmarsson, G Pillonetto
IFAC Proceedings Volumes 47 (3), 1073-1078, 2014
142014
Blind system identification using kernel-based methods
G Bottegal, RS Risuleo, H Hjalmarsson
IFAC-PapersOnLine 48 (28), 466-471, 2015
132015
Modeling complex systems by generalized factor analysis
G Bottegal, G Picci
IEEE Transactions on Automatic Control 60 (3), 759-774, 2014
132014
Local module identification in dynamic networks with correlated noise: the full input case
PMJ Van den Hof, KR Ramaswamy, AG Dankers, G Bottegal
2019 IEEE 58th Conference on Decision and Control (CDC), 5494-5499, 2019
112019
A two-experiment approach to Wiener system identification
G Bottegal, R Castro-Garcia, JAK Suykens
Automatica 93, 282-289, 2018
102018
Identification of modules in dynamic networks: An empirical Bayes approach
N Everitt, G Bottegal, CR Rojas, H Hjalmarsson
2016 IEEE 55th Conference on Decision and Control (CDC), 4612-4617, 2016
102016
Blind identification strategies for room occupancy estimation
A Ebadat, G Bottegal, D Varagnolo, B Wahlberg, H Hjalmarsson, ...
2015 European control conference (ECC), 1315-1320, 2015
102015
Bayesian kernel-based system identification with quantized output data
G Bottegal, G Pillonetto, H Hjalmarsson
IFAC-PapersOnLine 48 (28), 455-460, 2015
102015
A benchmark for data-based office modeling: challenges related to CO2 dynamics
RS Risuleo, M Molinari, G Bottegal, H Hjalmarsson, KH Johansson
IFAC-PapersOnLine 48 (28), 1256-1261, 2015
102015
Outlier robust kernel-based system identification using l1-Laplace techniques
G Bottegal, H Hjalmarsson, AY Aravkin, G Pillonetto
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on, 2109-2114, 2015
92015
A note on generalized factor analysis models
G Bottegal, G Picci
2011 50th IEEE Conference on Decision and Control and European Control …, 2011
92011
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Articles 1–20