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G

Giulio Bottegal

Royal Institute of Technology

14H-index
74Paper Count
667Citation Count
Published Papers 16
Publication Date
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Learning linear modules in a dynamic network using regularized kernel-based methods
errAUTOMATICA
IF5.9
err2021-07-01
err16
errOAAI
errRamaswamy, Karthik Raghavan; Bottegal, Giulio; Van den Hof, Paul M. J.
errShare
errSave
Identification of Linear Models From Quantized Data: A Midpoint-Projection Approach
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2020-07-01
err20
PREAI
errRisuleo, Riccardo Sven; Bottegal, Giulio; Hjalmarsson, Hakan
errShare
errSave
Modeling and identification of uncertain-input systems
errAUTOMATICA
IF5.9
err2019-07-01
err6
errOAAI
errRisuleo, Riccardo Sven; Bottegal, Giulio; Hjalmarsson, Hakan
errShare
errSave
Boosting as a kernel-based method
errMACHINE LEARNING
IF2.9
err2019-05-17
err3
errOAAI
errAravkin, Aleksandr Y.; Bottegal, Giulio; Pillonetto, Gianluigi
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errSave
A two-experiment approach to Wiener system identification
errAUTOMATICA
IF5.9
err2018-07-01
err22
PREAI
errBottegal, Giulio; Castro-Garcia, Ricardo; Suykens, Johan A. K.
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errSave
An empirical Bayes approach to identification of modules in dynamic networks
errAUTOMATICA
IF5.9
err2018-05-01
err33
errOAAI
errEveritt, Niklas; Bottegal, Giulio; Hjalmarsson, Hakan
errShare
errSave
The generalized cross validation filter
errAUTOMATICA
IF5.9
err2018-04-01
err11
errOAAI
errBottegal, Giulio; Pillonetto, Gianluigi
errShare
errSave
A nonparametric kernel-based approach to Hammerstein system identification
errAUTOMATICA
IF5.9
err2017-11-01
err31
errOAAI
errRisuleo, Riccardo Sven; Bottegal, Giulio; Hjalmarsson, Hakan
errShare
errSave
A new kernel-based approach to system identification with quantized output data
errAUTOMATICA
IF5.9
err2017-11-01
err44
errOAAI
errBottegal, Giulio; Hjalmarsson, Hakan; Pillonetto, Gianluigi
errShare
errSave
] Variance analysis of linear SIMO models with spatially correlated noise
errAUTOMATICA
IF5.9
err2017-03-01
err1
errOAAI
errEveritt, Niklas; Bottegal, Giulio; Rojas, Cristian R.; Hjalmarsson, Hakan
errShare
errSave
On the Zero-Freeness of Tall Multirate Linear Systems
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2016-11-01
err3
errOAAI
errZamani, Mohsen; Bottegal, Giulio; Anderson, Brian D. O.
errShare
errSave
Robust EM kernel-based methods for linear system identification
errAUTOMATICA
IF5.9
err2016-05-01
err42
errOAAI
errBottegal, Giulio; Aravkin, Aleksandr Y.; Hjalmarsson, Hakan; Pillonetto, Gianluigi
errShare
errSave
Regularized Deconvolution-Based Approaches for Estimating Room Occupancies
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2015-10-01
err33
errOAAI
errEbadat, Afrooz; Bottegal, Giulio; Varagnolo, Damiano; Wahlberg, Bo; Johansson, Karl H.
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errSave
Modeling Complex Systems by Generalized Factor Analysis
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2015-03-01
err10
PREAI
errBottegal, Giulio; Picci, Giorgio
errShare
errSave
Regularized spectrum estimation using stable spline kernels
errAUTOMATICA
IF5.9
err2013-11-01
err10
PREAI
errBottegal, Giulio; Pillonetto, Gianluigi
errShare
errSave
On the identifiability of errors-in-variables models with white measurement errors
errAUTOMATICA
IF5.9
err2011-03-01
err6
PREAI
errBottegal, Giulio; Picci, Giorgio; Pinzoni, Stefano
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
B
Brian D. O. Anderson
H-index: 107 · Papers: 1.4K
K
Karl Henrik Johansson
H-index: 95 · Papers: 1.6K
J
Johan A. K. Suykens
H-index: 86 · Papers: 872
A
Aleksandr Y. Aravkin
H-index: 76 · Papers: 369
P
Paul M.J. Van den Hof
H-index: 49 · Papers: 464
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