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1

System Identification: A Machine Learning Perspective

Chiuso, A., Pillonetto, G.

Journal:

Annual Review of Control, Robotics, and Autonomous Systems

Year:

2019

Language:

english

File:

PDF, 744 KB

english, 2019

2

Dynamic Textures

Gianfranco Doretto, Alessandro Chiuso, Ying Nian Wu, Stefano Soatto

Journal:

International Journal of Computer Vision

Year:

2003

Language:

english

File:

PDF, 2.63 MB

english, 2003

3

Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint

Pillonetto, Gianluigi, Chen, Tianshi, Chiuso, Alessandro, De Nicolao, Giuseppe, Ljung, Lennart

Journal:

Year:

2016

Language:

english

File:

PDF, 879 KB

english, 2016

4

The role of vector autoregressive modeling in predictor-based subspace identification

Alessandro Chiuso

Journal:

Year:

2007

Language:

english

File:

PDF, 414 KB

english, 2007

5

A Bayesian approach to sparse dynamic network identification

Alessandro Chiuso, Gianluigi Pillonetto

Journal:

Year:

2012

Language:

english

File:

PDF, 643 KB

english, 2012

6

[Lecture Notes in Control and Information Sciences] Modeling, Estimation and Control Volume 364 || Patchy Solutions of Hamilton-Jacobi-Bellman Partial Differential Equations

Chiuso, Alessandro, Pinzoni, Stefano, Ferrante, Augusto

Year:

2007

Language:

english

File:

PDF, 336 KB

english, 2007

7

A New Kernel-Based Approach for NonlinearSystem Identification

Pillonetto, Gianluigi, Quang, Minh Ha, Chiuso, Alessandro

Journal:

IEEE Transactions on Automatic Control

Year:

2011

Language:

english

File:

PDF, 779 KB

english, 2011

8

System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques

Chen, Tianshi, Andersen, Martin S., Ljung, Lennart, Chiuso, Alessandro, Pillonetto, Gianluigi

Journal:

IEEE Transactions on Automatic Control

Year:

2014

Language:

english

File:

PDF, 701 KB

english, 2014

9

[IEEE 2013 IEEE 52nd Annual Conference on Decision and Control (CDC) - Firenze (2013.12.10-2013.12.13)] 52nd IEEE Conference on Decision and Control - Rank-1 kernels for regularized system identification

Tianshi Chen,, Chiuso, Alessandro, Pillonetto, Gianluigi, Ljung, Lennart

Year:

2013

Language:

english

File:

PDF, 743 KB

english, 2013

10

LQG-like control of scalar systems over communication channels: The role of data losses, delays and SNR limitations

Chiuso, Alessandro, Laurenti, Nicola, Schenato, Luca, Zanella, Andrea

Journal:

Year:

2014

Language:

english

File:

PDF, 966 KB

english, 2014

11

Tuning complexity in regularized kernel-based regression and linear system identification: The robustness of the marginal likelihood estimator

Pillonetto, Gianluigi, Chiuso, Alessandro

Journal:

Year:

2015

Language:

english

File:

PDF, 700 KB

english, 2015

12

Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint

Pillonetto, Gianluigi, Chen, Tianshi, Chiuso, Alessandro, De Nicolao, Giuseppe, Ljung, Lennart

Journal:

Year:

2016

File:

PDF, 879 KB

2016

13

Regularization and Bayesian learning in dynamical systems: Past, present and future

Journal:

Annual Reviews in Control

Year:

2016

Language:

english

File:

PDF, 842 KB

english, 2016

14

Maximum entropy properties of discrete-time first-order stable spline kernel

Chen, Tianshi, Ardeshiri, Tohid, Carli, Francesca P., Chiuso, Alessandro, Ljung, Lennart, Pillonetto, Gianluigi

Journal:

Year:

2016

Language:

english

File:

PDF, 359 KB

english, 2016

15

Maximum Entropy vector kernels for MIMO system identification

Prando, Giulia, Chiuso, Alessandro, Pillonetto, Gianluigi

Journal:

Year:

2017

Language:

english

File:

PDF, 876 KB

english, 2017

16

The harmonic analysis of kernel functions

Zorzi, Mattia, Chiuso, Alessandro

Journal:

Year:

2018

Language:

english

File:

PDF, 1.50 MB

english, 2018

17

PI-shaped LQG control design for adaptive optics systems

Mocci, Jacopo, Quintavalla, Martino, Chiuso, Alessandro, Bonora, Stefano, Muradore, Riccardo

Journal:

Control Engineering Practice

Year:

2020

File:

PDF, 1.40 MB

2020

18

Numerical conditioning and asymptotic variance of subspace estimates

Alessandro Chiuso, Giorgio Picci

Journal:

Year:

2004

Language:

english

File:

PDF, 290 KB

english, 2004

19

Consistency analysis of some closed-loop subspace identification methods

Alessandro Chiuso, Giorgio Picci

Journal:

Year:

2005

Language:

english

File:

PDF, 662 KB

english, 2005

20

Information fusion strategies and performance bounds in packet-drop networks

Alessandro Chiuso, Luca Schenato

Journal:

Year:

2011

Language:

english

File:

PDF, 728 KB

english, 2011

21

Asymptotic variance of subspace methods by data orthogonalization and model decoupling: a comparative analysis

Alessandro Chiuso, Giorgio Picci

Journal:

Year:

2004

Language:

english

File:

PDF, 354 KB

english, 2004

22

Subspace identification by data orthogonalization and model decoupling

Alessandro Chiuso, Giorgio Picci

Journal:

Year:

2004

Language:

english

File:

PDF, 2.96 MB

english, 2004

23

Fast computation of smoothing splines subject to equality constraints

Gianluigi Pillonetto, Alessandro Chiuso

Journal:

Year:

2009

Language:

english

File:

PDF, 2.56 MB

english, 2009

24

Prediction error identification of linear systems: A nonparametric Gaussian regression approach

Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao

Journal:

Year:

2011

Language:

english

File:

PDF, 1.29 MB

english, 2011

25

The asymptotic variance of subspace estimates

Alessandro Chiuso, Giorgio Picci

Journal:

Journal of Econometrics

Year:

2004

Language:

english

File:

PDF, 369 KB

english, 2004

26

Dietary restriction abrogates antibody production induced by a DNA vaccine encoding the mycobacterial 65 kDa heat shock protein

Larissa Lumi Watanabe Ishikawa, Thaís Graziela Donegá França, Fernanda Chiuso-Minicucci, Sofia Fernanda Gonçalves Zorzella-Pezavento, Mendes Nelson Marra, Paulo Câmara Marques Pereira, Célio Lopes Sil

Journal:

Genetic Vaccines and Therapy

Year:

2009

Language:

english

File:

PDF, 2.06 MB

english, 2009

27

On the ill-conditioning of subspace identification with inputs

Alessandro Chiuso, Giorgio Picci

Journal:

Year:

2004

Language:

english

File:

PDF, 372 KB

english, 2004

28

Experimental autoimmune encephalomyelitis evolution was not modified by multiple infections with Strongyloides venezuelensis

F. CHIUSO-MINICUCCI, D. BUI VAN, S. F. G. ZORZELLA-PEZAVENTO, R. S. PERES, L. L. W. ISHIKAWA, L. C. ROSA, T. G. D. FRANÇA, W. M. TURATO, A. F. T. AMARANTE, A. SARTORI

Journal:

Parasite Immunology

Year:

2011

Language:

english

File:

PDF, 639 KB

english, 2011

29

Migratory route of Strongyloides venezuelensis in Lewis rats: Comparison of histological analyses and PCR

Nelson Mendes Marra, Fernanda Chiuso-Minicucci, Gabriel Capella Machado, Sofia Fernanda Gonçalves Zorzella-Pezavento, Thaís Graziela Donegá França, Larissa Lumi Watanabe Ishikawa, Alessandro F.T. Amar

Journal:

Experimental Parasitology

Year:

2011

Language:

english

File:

PDF, 654 KB

english, 2011

30

Influence of different doses of retinoic acid on cardiac remodeling

Cristiana M.M. Freire, Paula S. Azevedo, Marcos F. Minicucci, Silvio A. Oliveira Júnior, Paula F. Martinez, Rosangela Novo, Fernanda Chiuso-Minicucci, Beatriz B. Matsubara, Luiz S. Matsubara, Katashi

Journal:

Year:

2011

Language:

english

File:

PDF, 166 KB

english, 2011

31

Gossip Algorithms for Simultaneous Distributed Estimation and Classification in Sensor Networks

Chiuso, A., Fagnani, F., Schenato, L., Zampieri, S.

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2011

Language:

english

File:

PDF, 1.21 MB

english, 2011

32

Immunization protected well nourished mice but not undernourished ones from lung injury in Methicillin-resistantStaphylococcus aureus(MRSA) infection

Thais Graziela Donegá França, Larissa Lumi Watanabe Ishikawa, Sofia Fernanda Gonçalves Zorzella-Pezavento, Fernanda Chiuso-Minicucci, Clara Pires Fujiara Guerino, de Lourdes Ribeiro de Souza Maria da

Journal:

BMC Microbiology

Year:

2009

Language:

english

File:

PDF, 826 KB

english, 2009

33

Influence of AIN-93 diet on mortality and cardiac remodeling after myocardial infarction in rats

Lidiane P. Ardisson, Marcos F. Minicucci, Paula S. Azevedo, Fernanda Chiuso-Minicucci, Beatriz B. Matsubara, Luiz S. Matsubara, Priscila P. Santos, Heloisa B. Assalin, Rosangela Novo, Ethel L. Novelli

Journal:

International Journal of Cardiology

Year:

2012

Language:

english

File:

PDF, 246 KB

english, 2012

34

Structure from motion causally integrated over time

Chiuso, A., Favaro, P., Hailin Jin, Soatto, S.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2002

Language:

english

File:

PDF, 400 KB

english, 2002

35

Classification and Recognition of Dynamical Models: The Role of Phase, Independent Components, Kernels and Optimal Transport

Bissacco, A., Chiuso, A., Soatto, S.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2007

Language:

english

File:

PDF, 1.45 MB

english, 2007

36

Role of vitamin D in the cardiac remodeling induced by tobacco smoke exposure

Bruna Paola Murino Rafacho, Priscila Santos, Heloisa Balan Assalin, Lidiane Paula Ardisson, Meliza Goi Roscani, Bertha Furlan Polegato, Fernanda Chiuso-Minicucci, Ana Angelica Henrique Fernandes, Paul

Journal:

International Journal of Cardiology

Year:

2012

Language:

english

File:

PDF, 75 KB

english, 2012

37

Distributed Kalman filtering based on consensus strategies

Carli, R., Chiuso, A., Schenato, L., Zampieri, S.

Journal:

IEEE Journal on Selected Areas in Communications

Year:

2008

Language:

english

File:

PDF, 929 KB

english, 2008

38

[Lecture Notes in Control and Information Sciences] Modeling, Estimation and Control Volume 364 || Stochastic Realization for Stochastic Control with Partial Observations

Chiuso, Alessandro, Pinzoni, Stefano, Ferrante, Augusto

Year:

2007

Language:

english

File:

PDF, 217 KB

english, 2007

39

Recovery from Strongyloides venezuelensis infection in Lewis rats is associated with a strong Th2 response

F. CHIUSO-MINICUCCI, N. M. MARRA, S. F. G. ZORZELLA-PEZAVENTO, T. G. D. FRANÇA, L. L. W. ISHIKAWA, M. R. V. AMARANTE, A. F. T. AMARANTE, A. SARTORI

Journal:

Parasite Immunology

Year:

2010

Language:

english

File:

PDF, 263 KB

english, 2010

40

[Lecture Notes in Control and Information Sciences] Modeling, Estimation and Control Volume 364 || Role of LQ Decomposition in Subspace Identification Methods

Chiuso, Alessandro, Pinzoni, Stefano, Ferrante, Augusto

Year:

2007

Language:

english

File:

PDF, 243 KB

english, 2007

41

[Lecture Notes in Control and Information Sciences] Modeling, Estimation and Control Volume 364 || A Mutual Information Based Distance for Multivariate Gaussian Processes

Chiuso, Alessandro, Pinzoni, Stefano, Ferrante, Augusto

Year:

2007

Language:

english

File:

PDF, 300 KB

english, 2007

42

[Lecture Notes in Control and Information Sciences] Modeling, Estimation and Control Volume 364 ||

Chiuso, Alessandro, Pinzoni, Stefano, Ferrante, Augusto

Year:

2007

Language:

english

File:

PDF, 3.37 MB

english, 2007

43

Previous infection withStaphylococcus aureusstrains attenuated experimental encephalomyelitis

França, Thais Graziela, Chiuso-Minicucci, Fernanda, Zorzella-Pezavento, Sofia Fernanda, Ishikawa, Larissa Lumi, da Rosa, Larissa, Colavite, Priscila, Marques, Camila, Ikoma, Maura Rosane, da Cunha, Ma

Journal:

BMC Neuroscience

Year:

2014

Language:

english

File:

PDF, 846 KB

english, 2014

44

Differential arthritogenicity ofStaphylococcus aureusstrains isolated from biological samples

Colavite-Machado, Priscila, Ishikawa, Larissa Lumi, Donegá França, Thaís, Zorzella-Pezavento, Sofia Fernanda, da Rosa, Larissa, Chiuso-Minicucci, Fernanda, da Cunha, Maria de Lourdes Ribeiro de Souza,

Journal:

BMC Infectious Diseases

Year:

2013

Language:

english

File:

PDF, 880 KB

english, 2013

45

Pressure-dependence of the aortic valve gradient

Leoni, L., Gerosa, G., Vendrametto, F., Chiuso, G., Casarotto, D., Chioin, R., Razzolini, R.

Journal:

Journal of the American College of Cardiology

Year:

1998

Language:

english

File:

PDF, 144 KB

english, 1998

46

Agenda

Zorzella-Pezavento, Sofia Fernanda Gonçalves, Chiuso-Minicucci, Fernanda, França, Thais Graziela Donegá, Ishikawa, Larissa Lumi Watanabe, da Rosa, Larissa Camargo, Colavite, Priscila Maria, Marques, C

Journal:

Douleurs : Evaluation - Diagnostic - Traitement

Year:

2012

Language:

french

File:

PDF, 211 KB

french, 2012

47

Downmodulation of peripheral MOG-specific immunity by pVAXhsp65 treatment during EAE does not reach the CNS

Zorzella-Pezavento, Sofia Fernanda Gonçalves, Chiuso-Minicucci, Fernanda, França, Thais Graziela Donegá, Ishikawa, Larissa Lumi Watanabe, da Rosa, Larissa Camargo, Colavite, Priscila Maria, Marques, C

Journal:

Journal of Neuroimmunology

Year:

2014

Language:

english

File:

PDF, 1.05 MB

english, 2014

48

Previous contact with Strongyloides venezuelensis contributed to prevent insulitis in MLD-STZ diabetes

Peres, Raphael Sanches, Chiuso-Minicucci, Fernanda, da Rosa, Larissa Camargo, Domingues, Alexandre, Zorzella-Pezavento, Sofia Fernanda Gonçalves, França, Thais Graziela Donegá, Ishikawa, Larissa Lumi

Journal:

Experimental Parasitology

Year:

2013

Language:

english

File:

PDF, 983 KB

english, 2013

49

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - Sparse multiple kernels for impulse response estimation with majorization minimization algorithms

Chen, Tianshi, Ljung, Lennart, Andersen, Martin, Chiuso, Alessandro, Carli, Francesca, Pillonetto, Gianluigi

Year:

2012

Language:

english

File:

PDF, 238 KB

english, 2012

50

Remote Estimation With Noisy Measurements Subject to Packet Loss and Quantization Noise

Dey, Subhrakanti, Chiuso, Alessandro, Schenato, Luca

Journal:

IEEE Transactions on Control of Network Systems

Year:

2014

Language:

english

File:

PDF, 772 KB

english, 2014