Jorge M. Gonçalves

IEEE Trans. Autom. Control., February, 2024

Early warning of atrial fibrillation using deep learning.

[BibT_eX]

[DOI]

Patterns, 2024

Towards automatic home-based sleep apnea estimation using deep learning.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2024

Identifiability of Differential-Algebraic Systems.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Asymptotically stable polarization of multi-agent gradient flows over manifolds.

[BibT_eX]

[DOI]

La Mi

CoRR, 2023

Functional observability and subspace reconstruction in nonlinear systems.

[BibT_eX]

[DOI]

CoRR, 2023

Boolean Internal Structure Reconstruction from Collapsed Small-Scale Networks.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Riemannian Polarization of Multi-Agent Gradient Flows.

[BibT_eX]

[DOI]

La Mi

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Linear system identifiability from single-cell data.

[BibT_eX]

[DOI]

Atte Aalto

François Lamoline

Syst. Control. Lett., 2022

Performance of early warning signals for disease re-emergence: A case study on COVID-19 data.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2022

Rényi Entropy in Statistical Mechanics.

[BibT_eX]

[DOI]

Jesús Fuentes

Entropy, 2022

Bayesian Inference of Stochastic Dynamical Networks.

[BibT_eX]

[DOI]

Yasen Wang

Junyang Jin

Isabel Fernandes Arroteia

CoRR, 2022

Initialisation of Deep Brain Stimulation Parameters with Multi-objective Optimisation Using Imaging Data.

[BibT_eX]

[DOI]

Mehri Baniasadi

Andreas Husch

Daniele Proverbio

Frank Hertel

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

System Aliasing in Dynamic Network Reconstruction: Issues on Low Sampling Frequencies.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

A Full Bayesian Approach to Sparse Network Inference Using Heterogeneous Datasets.

[BibT_eX]

[DOI]

Junyang Jin

IEEE Trans. Autom. Control., 2021

Reply to: Clinical interpretation of an interpretable prognostic model for patients with COVID-19.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2021

Reply to: Consider the laboratory aspects in developing patient prediction models.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2021

Li Yan et al. reply.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2021

Dynamic network reconstruction from heterogeneous datasets.

[BibT_eX]

[DOI]

Autom., 2021

Automated Deep Learning-based Segmentation of Brain, SEEG and DBS Electrodes on CT Images.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Koopman-Based Lifting Techniques for Nonlinear Systems Identification.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

FastField: An open-source toolbox for efficient approximation of deep brain stimulation electric fields.

[BibT_eX]

[DOI]

NeuroImage, 2020

An interpretable mortality prediction model for COVID-19 patients.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2020

High-dimensional Kuramoto models on Stiefel manifolds synchronize complex networks almost globally.

[BibT_eX]

[DOI]

Autom., 2020

High precision variational Bayesian inference of sparse linear networks.

[BibT_eX]

[DOI]

Junyang Jin

Autom., 2020

Robust synchronization of heterogeneous robot swarms on the sphere.

[BibT_eX]

[DOI]

Daniele Proverbio

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Synchronisation of partial multi-matchings via non-negative factorisations.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Dynamical differential expression (DyDE) reveals the period control mechanisms of the Arabidopsis circadian oscillator.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2019

Machine Discovery of Partial Differential Equations from Spatiotemporal Data.

[BibT_eX]

[DOI]

CoRR, 2019

Network Stability, Realisation and Random Model Generation.

[BibT_eX]

[DOI]

Zuogong Yue

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Linear system identification from ensemble snapshot observations.

[BibT_eX]

[DOI]

Atte Aalto

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Identification of Nonlinear State-Space Systems From Heterogeneous Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2018

Almost Global Consensus on the $n$ -Sphere.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

A state-space approach to sparse dynamic network reconstruction.

[BibT_eX]

[DOI]

CoRR, 2018

Data-driven Discovery of Cyber-Physical Systems.

[BibT_eX]

[DOI]

CoRR, 2018

An Approach to Sparse Continuous-time System Identification from Unevenly Sampled Data.

[BibT_eX]

[DOI]

Rui Teixeira Ribeiro

CoRR, 2018

Dynamic controllers for column synchronization of rotation matrices: A QR-factorization approach.

[BibT_eX]

[DOI]

Autom., 2018

A lifting method for analyzing distributed synchronization on the unit sphere.

[BibT_eX]

[DOI]

Autom., 2018

Towards Almost Global Synchronization on the Stiefel Manifold.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

A Minimal Realization Technique for the Dynamical Structure Function of a Class of LTI Systems.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2017

Local Lyapunov Functions for Consensus in Switching Nonlinear Systems.

[BibT_eX]

[DOI]

Xiaoming Hu

IEEE Trans. Autom. Control., 2017

Network Identifiability from Intrinsic Noise.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Shape-aware surface reconstruction from sparse 3D point-clouds.

[BibT_eX]

[DOI]

Medical Image Anal., 2017

Distributed Kalman filtering with minimum-time consensus algorithm.

[BibT_eX]

[DOI]

CoRR, 2017

Distributed methods for synchronization of orthogonal matrices over graphs.

[BibT_eX]

[DOI]

Florian Bernard

Autom., 2017

On definition and inference of nonlinear Boolean dynamic networks.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Distributed synchronization of Euclidean transformations with guaranteed convergence.

[BibT_eX]

[DOI]

Florian Bernard

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Experimental design trade-offs for gene regulatory network inference: An in silico study of the yeast Saccharomyces cerevisiae cell cycle.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Identification of nonlinear sparse networks using sparse Bayesian learning.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

A Sparse Bayesian Approach to the Identification of Nonlinear State-Space Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2016

Linear Dynamic Network Reconstruction from Heterogeneous Datasets.

[BibT_eX]

[DOI]

CoRR, 2016

Identification of Sparse Continuous-Time Linear Systems with Low Sampling Rate: Exploring Matrix Logarithms.

[BibT_eX]

[DOI]

CoRR, 2016

Inverse Problems for Matrix Exponential in System Identification: System Aliasing.

[BibT_eX]

[DOI]

Zuogong Yue

CoRR, 2016

Shaping Pulses to Control Bistable Monotone Systems Using Koopman Operator.

[BibT_eX]

[DOI]

Aivar Sootla

CoRR, 2016

On Identification of Sparse Multivariable ARX Model: A Sparse Bayesian Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2016

On Identification of Dynamical Structure Functions: A Sparse Bayesian Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2016

Shape-aware Surface Reconstruction from Sparse Data.

[BibT_eX]

[DOI]

CoRR, 2016

Consensus and formation control on SE(3) for switching topologies.

[BibT_eX]

[DOI]

Xiaoming Hu

Autom., 2016

Sparse network identifiability via Compressed Sensing.

[BibT_eX]

[DOI]

Autom., 2016

Fast correspondences for statistical shape models of brain structures.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Linear identification of nonlinear systems: A lifting technique based on the Koopman operator.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Global converegence properties of a consensus protocol on the n-sphere.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

On Transitive Consistency for Linear Invertible Transformations between Euclidean Coordinate Systems.

[BibT_eX]

[DOI]

Florian Bernard

CoRR, 2015

On minimal realisations of dynamical structure functions.

[BibT_eX]

[DOI]

Keith Glover

Autom., 2015

Online fault diagnosis for nonlinear power systems.

[BibT_eX]

[DOI]

Autom., 2015

A solution for multi-alignment by transformation synchronisation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Dynamical Structure Function and Granger Causality: Similarities and differences.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Global network identification from reconstructed dynamical structure subnetworks: Applications to biochemical reaction networks.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Identifying biochemical reaction networks from heterogeneous datasets.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Assessing the effect of unknown widespread perturbations in complex systems using the ν-gap.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A stochastic framework for the design of transient and steady state behavior of biochemical reaction networks.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

On minimal realisations of dynamical structure functions.

[BibT_eX]

[DOI]

CoRR, 2014

Finite-time road grade computation for a vehicle platoon.

[BibT_eX]

[DOI]

Karl Henrik Johansson

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

H2 norm based network volatility measures.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

Network reconstruction from intrinsic noise: Minimum-phase systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

2013

Network Reconstruction from Intrinsic Noise.

[BibT_eX]

[DOI]

CoRR, 2013

Decentralised minimum-time consensus.

[BibT_eX]

[DOI]

Autom., 2013

Network reconstruction using knock-out and over-expression data.

[BibT_eX]

[DOI]

Proceedings of the 12th European Control Conference, 2013

Distributed Kalman Filter with minimum-time covariance computation.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Real-time fault diagnosis for large-scale nonlinear power networks.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Robust signal-structure reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Global State Synchronization in Networks of Cyclic Feedback Systems.

[BibT_eX]

[DOI]

Rodolphe Sepulchre

IEEE Trans. Autom. Control., 2012

Minimal realization of the dynamical structure function and its application to network reconstruction

[BibT_eX]

[DOI]

CoRR, 2012

Quantifying crosstalk in biochemical systems.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Reconstruction of arbitrary biochemical reaction networks: A compressive sensing approach.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Robust network reconstruction in polynomial time.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Dynamical structure function identifiability conditions enabling signal structure reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Decentralised minimal-time dynamic consensus.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

2011

The Meaning of Structure in Interconnected Dynamic Systems

[BibT_eX]

[DOI]

CoRR, 2011

Robust dynamical network structure reconstruction.

[BibT_eX]

[DOI]

Autom., 2011

Decentralised minimal-time consensus.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Mathematical relationships between representations of structure in linear interconnected dynamical systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

2010

A Cost-Effective Atomic Force Microscope for Undergraduate Control Laboratories.

[BibT_eX]

[DOI]

Colin N. Jones

IEEE Trans. Educ., 2010

Robust dynamical network reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Minimal-time network reconstruction for DTLTI systems.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Representing structure in linear interconnected dynamical systems.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Constructive synchronization of networked feedback systems.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Fluctuations and limitations of a multi-sector economic model with delays.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

2009

A Linear Programming Approach to Parameter Fitting for the Master Equation.

[BibT_eX]

[DOI]

Nuno C. Martins

IEEE Trans. Autom. Control., 2009

Minimal dynamical structure realisations with application to network reconstruction from data.

[BibT_eX]

[DOI]

Guy-Bart Vincent Stan

Sean Warnick

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Decentralised final value theorem for discrete-time LTI systems with application to minimal-time distributed consensus.

[BibT_eX]

[DOI]

Guy-Bart Vincent Stan

Ling Shi

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Network structure preserving model reduction with weak a priori structural information.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008

Necessary and Sufficient Conditions for Dynamical Structure Reconstruction of LTI Networks.

[BibT_eX]

[DOI]

Sean Warnick

IEEE Trans. Autom. Control., 2008

Reachability analysis of continuous-time piecewise affine systems.

[BibT_eX]

[DOI]

Autom., 2008

Dynamical structure analysis of sparsity and minimality heuristics for reconstruction of biochemical networks.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Robust synchronization in networks of cyclic feedback systems.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Heterogeneous agent models in economics: A study of heterogenous productivity of sectors.

[BibT_eX]

[DOI]

Robert Tonita

Glenn Vinnicombe

Proceedings of the American Control Conference, 2008

2007

Dynamical structure functions for the reverse engineering of LTI networks.

[BibT_eX]

[DOI]

Russell Howes

Sean Warnick

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Output synchronization in networks of cyclic biochemical oscillators.

[BibT_eX]

[DOI]

Rodolphe Sepulchre

Proceedings of the American Control Conference, 2007

2006

Clinical data based optimal STI strategies for HIV: a reinforcement learning approach.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

Regions of stability for limit cycle oscillations in piecewise linear systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2005

Reachability Analysis of Continuous-Time Piecewise Linear Systems.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Finding surface Lyapunov functions through sum-of-squares programming.

[BibT_eX]

[DOI]

Demetri P. Spanos

Proceedings of the 2004 American Control Conference, 2004

2003

Global analysis of piecewise linear systems using impact maps and surface Lyapunov functions.

[BibT_eX]

[DOI]

Alexandre Megretski

IEEE Trans. Autom. Control., 2003

Regions of stability for limit cycles of piecewise linear systems.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002

λ<sub>2</sub>-Gain of double integrators with saturation nonlinearity.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2002

2001

Global stability of relay feedback systems.

[BibT_eX]

[DOI]

Alexandre Megretski

IEEE Trans. Autom. Control., 2001

Global analysis of piecewise linear systems using impact maps and quadratic surface Lyapunov functions.

[BibT_eX]

[DOI]

Alexandre Megretski

Proceedings of the 6th European Control Conference, 2001

Quadratic surface Lyapunov functions in global stability analysis of saturation systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2001

2000

Constructive global analysis of hybrid systems.

[BibT_eX]

[DOI]

PhD thesis, 2000

Global stability analysis of on/off systems.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1998

Necessary Conditions for Robust Stability of a Class of Nonlinear Systems.

[BibT_eX]

[DOI]