On kernel structures for regularized system identification (I): a machine learning perspective**This work has been supported by a research grant for junior researchers No. 621-2014-5894 and the Linnaeus Center CADICS, both funded by the Swedish Research Council, and the ERC advanced grant LEARN, No. 267381, funded by the European Research Council.http://www.hamecmopsys.ens2m.fr.

On kernel structures for regularized system identification (II): a system theory perspective**This work has been supported by a research grant for junior researchers No. 621-2014-5894 and the Linnaeus Center CADICS, both funded by the Swedish Research Council, and the ERC advanced grant LEARN, No. 267381, funded by the European Research Council.http://www.hamecmopsys.ens2m.fr.

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.12.268 ◽

2015 ◽

Vol 48 (28) ◽

pp. 1041-1046 ◽

Cited By ~ 5

Author(s):

Tianshi Chen ◽

Lennart Ljung

Keyword(s):

System Theory ◽

System Identification ◽

Research Council ◽

European Research ◽

A kernel-based approach to Hammerstein system identification**This work was supported by the European Research Council under the advanced grant LEARN, contract 267381 and by the Swedish Research Council under contract 621-2009-4017

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.12.263 ◽

2015 ◽

Vol 48 (28) ◽

pp. 1011-1016 ◽

Cited By ~ 5

Author(s):

Riccardo S. Risuleo ◽

Giulio Bottegal ◽

Håkan Hjalmarsson

Keyword(s):

System Identification ◽

Research Council ◽

European Research ◽

Hammerstein System ◽

Blind system identification using kernel-based methods**This work was supported by the European Research Council under the advanced grant LEARN, contract 267381 and by the Swedish Research Council under contract 621-2009-4017.

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.12.172 ◽

2015 ◽

Vol 48 (28) ◽

pp. 466-471 ◽

Cited By ~ 4

Author(s):

Giulio Bottegal ◽

Riccardo S. Risuleo ◽

Håkan Hjalmarsson

Keyword(s):

System Identification ◽

Research Council ◽

European Research ◽

Blind System Identification

Uncertainty in system identification: learning from the theory of risk**This work was supported by the Swedish Research Council under contracts 621-2011-5890 and 621-2009-4017, and by the European Research Council under the advanced grant LEARN, contract 267381.

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.12.270 ◽

2015 ◽

Vol 48 (28) ◽

pp. 1053-1058 ◽

Cited By ~ 1

Author(s):

Patricio E Valenzuela ◽

Cristian R Rojas ◽

Håkan Hjalmarsson

Keyword(s):

System Identification ◽

Research Council ◽

European Research ◽

Predictors of Success in the Proof-of-Concept Program of the European Research Council: An Automated Machine Learning Model of Application and Winning

SSRN Electronic Journal ◽

10.2139/ssrn.3996128 ◽

2021 ◽

Author(s):

Marco Seeber ◽

Ilan Alon ◽

David Pina ◽

Fredrik Niclas Piro ◽

Michele Seeber

Keyword(s):

Machine Learning ◽

Research Council ◽

Learning Model ◽

European Research ◽

Proof Of Concept ◽

Predictors Of Success ◽

Machine Learning Model ◽

Automated Machine Learning

Design Degrees of Freedom in a Hybrid Observer for a Continuous Plant under an Intrinsic Pulse-modulated Feedback∗∗A. Medvedev and D. Yamalova are in part financed by the European Research Council, Advanced Grant 247035 (SysTEAM) and Grant 2012-3153 from the Swedish Research Council. D. Yamalova and A. Churilov were partly supported by Saint Petersburg State University, Grant 6.38.230.2015. A. Churilov was partly finanaced by the Russian Foundation for Basic Research, Grant 14-01-00107-a.

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.09.337 ◽

2015 ◽

Vol 48 (11) ◽

pp. 1080-1085 ◽

Cited By ~ 2

Author(s):

Diana Yamalova ◽

Alexander Churilov ◽

Alexander Medvedev

Keyword(s):

Degrees Of Freedom ◽

Research Council ◽

Basic Research ◽

State University ◽

European Research ◽

Saint Petersburg ◽

Continuous Plant ◽

Basic Research Grant ◽

A Least Squares Method for Identification of Feedback Cascade Systems**This work was supported by the European Research Council under the advanced grant LEARN, contract 267381 and by the Swedish Research Council under contract 621-2009-4017.

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.12.107 ◽

2015 ◽

Vol 48 (28) ◽

pp. 98-103 ◽

Cited By ~ 1

Author(s):

Miguel Galrinho ◽

Cristian R. Rojas ◽

Håkan Hjalmarsson

Keyword(s):

Least Squares ◽

Research Council ◽

Least Squares Method ◽

European Research ◽

Cascade Systems ◽

Fast Diffusion of a Mutant in Controlled Evolutionary Dynamics * *The second author is a member of the excellence centers LCCC and ELLIIT. His work was partially supported by the Swedish Research Council through Project Research Grant 2015-04066 and by the Compagnia di San Paolo through a PoliTo Starting Grant

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2017.08.1429 ◽

2017 ◽

Vol 50 (1) ◽

pp. 11908-11913 ◽

Cited By ~ 2

Author(s):

Lorenzo Zino ◽

Giacomo Como ◽

Fabio Fagnani

Keyword(s):

Research Council ◽

Evolutionary Dynamics ◽

Fast Diffusion ◽

Sequential Monte Carlo Methods for System Identification**This work was supported by the projects Learning of complex dynamical systems (Contract number: 637-2014-466) and Probabilistic modeling of dynamical systems (Contract number: 621-2013-5524), both funded by the Swedish Research Council.

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2015.12.224 ◽

2015 ◽

Vol 48 (28) ◽

pp. 775-786 ◽

Cited By ~ 9

Author(s):

Thomas B. Schön ◽

Fredrik Lindsten ◽

Johan Dahlin ◽

Johan Wågberg ◽

Christian A. Naesseth ◽

...

Keyword(s):

Monte Carlo ◽

System Identification ◽

Dynamical Systems ◽

Monte Carlo Methods ◽

Research Council ◽

Sequential Monte Carlo ◽

Probabilistic Modeling ◽

Complex Dynamical Systems ◽

Sequential Monte Carlo Methods ◽

Hybrid Observer for an Intrinsic Impulsive Feedback System * *A. Medvedev and D. Yamalova are in part financed by the Swedish Research Council, Grant 2015-05256. A. Churilov was partly supported by the Russian Foundation for Basic Research, Grant 17-01-00102-a, and by Saint Petersburg State University, Grant 6.38.230.2015

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2017.08.733 ◽

2017 ◽

Vol 50 (1) ◽

pp. 4570-4575

Author(s):

Diana Yamalova ◽

Alexander Churilov ◽

Alexander Medvedev

Keyword(s):

Research Council ◽

Basic Research ◽

Feedback System ◽

State University ◽

Saint Petersburg ◽

System A ◽

Basic Research Grant ◽