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 | 96 | 2013 |
Robust EM kernel-based methods for linear system identification G Bottegal, AY Aravkin, H Hjalmarsson, G Pillonetto Automatica 67, 114-126, 2016 | 59 | 2016 |
A new kernel-based approach to system identification with quantized output data G Bottegal, H Hjalmarsson, G Pillonetto Automatica 85, 145-152, 2017 | 55 | 2017 |
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 | 51 | 2015 |
An empirical Bayes approach to identification of modules in dynamic networks N Everitt, G Bottegal, H Hjalmarsson Automatica 91, 144-151, 2018 | 47 | 2018 |
A nonparametric kernel-based approach to Hammerstein system identification RS Risuleo, G Bottegal, H Hjalmarsson Automatica 85, 234-247, 2017 | 43 | 2017 |
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 | 34 | 2018 |
Learning linear modules in a dynamic network using regularized kernel-based methods KR Ramaswamy, G Bottegal, PMJ Van den Hof Automatica 129, 109591, 2021 | 26 | 2021 |
A two-experiment approach to Wiener system identification G Bottegal, R Castro-Garcia, JAK Suykens Automatica 93, 282-289, 2018 | 25 | 2018 |
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 | 24 | 2019 |
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 | 24 | 2015 |
Bayesian topology identification of linear dynamic networks S Shi, G Bottegal, PMJ Van den Hof 2019 18th European Control Conference (ECC), 2814-2819, 2019 | 23 | 2019 |
Regularized spectrum estimation using stable spline kernels G Bottegal, G Pillonetto Automatica 49 (11), 3199-3209, 2013 | 22 | 2013 |
A kernel-based approach to Hammerstein system identification RS Risuleo, G Bottegal, H Hjalmarsson IFAC-PapersOnLine 48 (28), 1011-1016, 2015 | 21 | 2015 |
Modeling complex systems by generalized factor analysis G Bottegal, G Picci IEEE Transactions on Automatic Control 60 (3), 759-774, 2014 | 20 | 2014 |
Identification of linear models from quantized data: a midpoint-projection approach RS Risuleo, G Bottegal, H Hjalmarsson IEEE Transactions on Automatic Control 65 (7), 2801-2813, 2019 | 19 | 2019 |
Blind system identification using kernel-based methods G Bottegal, RS Risuleo, H Hjalmarsson IFAC-PapersOnLine 48 (28), 466-471, 2015 | 19 | 2015 |
The Generalized Cross Validation Filter G Bottegal, G Pillonetto Automatica 90, 130-137, 2018 | 17 | 2018 |
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 | 16 | 2014 |
A sequential least squares algorithm for ARMAX dynamic network identification HHM Weerts, M Galrinho, G Bottegal, H Hjalmarsson, PMJ Van den Hof IFAC-PapersOnLine 51 (15), 844-849, 2018 | 15 | 2018 |