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On the estimation of transfer functions, regularizations and Gaussian processes—Revisited

Automatica (Oxford), 2012-08, Vol.48 (8), p.1525-1535

2012

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Identification of switched linear regression models using sum-of-norms regularization

Automatica (Oxford), 2013-04, Vol.49 (4), p.1045-1050

2013

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Segmentation of ARX-models using sum-of-norms regularization

Automatica (Oxford), 2010-06, Vol.46 (6), p.1107-1111

2010

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Smoothed state estimates under abrupt changes using sum-of-norms regularization

Automatica (Oxford), 2012-04, Vol.48 (4), p.595-605

2012

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Decentralized Particle Filter With Arbitrary State Decomposition

IEEE transactions on signal processing, 2011-02, Vol.59 (2), p.465-478

2011

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Four Encounters with System Identification

European journal of control, 2011, Vol.17 (5-6), p.449-471

2011

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Scalable anomaly detection in large homogeneous populations

Automatica (Oxford), 2014-05, Vol.50 (5), p.1459-1465

2014

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On Climate Reconstruction Using Bivalve Shells: Three Methods To Interpret the Chemical Signature of a Shell

Computer methods and programs in biomedicine, 2011, Vol.104 (2), p.104

2011

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Trajectory generation using sum-of-norms regularization

49th IEEE Conference on Decision and Control (CDC), 2010, p.540-545

2010

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A Brain Computer Interface for Communication Using Real-Time fMRI

2010 20th International Conference on Pattern Recognition, 2010, p.3665-3669

2010

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Clustering using sum-of-norms regularization: With application to particle filter output computation

2011 IEEE Statistical Signal Processing Workshop (SSP), 2011, p.201-204

2011

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A nonlinear multi-proxy model based on manifold learning to reconstruct water temperature from high resolution trace element profiles in biogenic carbonates

Geoscientific Model Development, 2010-01, Vol.3 (2), p.653-667

2010

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Using Real-Time fMRI to Control a Dynamical System by Brain Activity Classification

CADICS, 2009, Vol.12 (Pt 1), p.1000-1008

2009

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Identification of Piecewise Affine Systems Using Sum-of-Norms Regularization

IFAC Proceedings Volumes, 2011, Vol.44 (1), p.6640-6645

2011

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Kernel selection in linear system identification part II: A classical perspective

2011 50th IEEE Conference on Decision and Control and European Control Conference, 2011, p.4326-4331

2011

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On the Estimation of Transfer Functions, Regularizations and Gaussian Processes – Revisited

IFAC Proceedings Volumes, 2011, Vol.44 (1), p.2303-2308

2011

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A convex approach to subspace clustering

2011 50th IEEE Conference on Decision and Control and European Control Conference, 2011, p.1467-1472

2011

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Gray-Box Identification for High-Dimensional Manifold Constrained Regression

IFAC Proceedings Volumes, 2009, Vol.42 (10), p.1292-1297

2009

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Parameter Identification Near Periodic Orbits of Hybrid Dynamical Systems

IFAC Proceedings Volumes, 2012, Vol.45 (16), p.1197-1202

2012

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State smoothing by sum-of-norms regularization

49th IEEE Conference on Decision and Control (CDC), 2010, p.2880-2885

2010

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Geo-referencing for UAV navigation using environmental classification

2010 IEEE International Conference on Robotics and Automation, 2010, p.1420-1425

2010

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Segmentation of time series from nonlinear dynamical systems

IFAC Proceedings Volumes, 2011, Vol.44 (1), p.13209-13214

2011

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Manifold-constrained regressors in system identification

2008 47th IEEE Conference on Decision and Control, 2008, p.1364-1369

2008

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Distributed Change Detection

IFAC Proceedings Volumes, 2012, Vol.45 (16), p.77-82

2012

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On manifolds, climate reconstruction and bivalve shells

Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference, 2009, p.5738-5743

2009

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On the estimation of transfer functions, regularizations and Gaussian processes—Revisited

Identification of switched linear regression models using sum-of-norms regularization

Segmentation of ARX-models using sum-of-norms regularization

Smoothed state estimates under abrupt changes using sum-of-norms regularization

Decentralized Particle Filter With Arbitrary State Decomposition

Four Encounters with System Identification

Scalable anomaly detection in large homogeneous populations

On Climate Reconstruction Using Bivalve Shells: Three Methods To Interpret the Chemical Signature of a Shell

Trajectory generation using sum-of-norms regularization

A Brain Computer Interface for Communication Using Real-Time fMRI

Clustering using sum-of-norms regularization: With application to particle filter output computation

A nonlinear multi-proxy model based on manifold learning to reconstruct water temperature from high resolution trace element profiles in biogenic carbonates

Using Real-Time fMRI to Control a Dynamical System by Brain Activity Classification

Identification of Piecewise Affine Systems Using Sum-of-Norms Regularization

Kernel selection in linear system identification part II: A classical perspective

On the Estimation of Transfer Functions, Regularizations and Gaussian Processes – Revisited

A convex approach to subspace clustering

Gray-Box Identification for High-Dimensional Manifold Constrained Regression

Parameter Identification Near Periodic Orbits of Hybrid Dynamical Systems

State smoothing by sum-of-norms regularization

Geo-referencing for UAV navigation using environmental classification

Segmentation of time series from nonlinear dynamical systems

Manifold-constrained regressors in system identification

Distributed Change Detection

On manifolds, climate reconstruction and bivalve shells

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