Luis Antonio Aguirre

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 28

Top Topics

Differential Equations

Top Venues

Commun. Nonlinear Sci. Numer. Simul.

Int. J. Model. Identif. Control.

Publications

Petrus Emmanuel Oliveira Gomes Brant Abreu, Henrique Carvalho de Castro, Bruno Henrique Groenner Barbosa, Luis Antonio Aguirre
Identification and control of systems with hysteresis: concepts and tools. Int. J. Model. Identif. Control. 44 (3) (2024)
Thiago de Almeida Ushikoshi, Luis Antonio Aguirre
Guidelines for choosing hyperparameters of echo state networks for system identification: two case studies. Int. J. Model. Identif. Control. 42 (2) (2023)
Luis Antonio Aguirre, Felipe B. Freitas, Christophe Letellier
Numerical interpretation of controllability coefficients in nonlinear dynamics. Commun. Nonlinear Sci. Numer. Simul. 116 (2023)
Arthur N. Montanari, Chao Duan, Luis Antonio Aguirre, Adilson E. Motter
Functional observability and target state estimation in large-scale networks. CoRR (2022)
Erivelton G. Nepomuceno, Márcia L. C. Peixoto, Márcio J. Lacerda, Andriana S. L. O. Campanharo, Ricardo H. C. Takahashi, Luis Antonio Aguirre
Application of Optimal Control of Infectious Diseases in a Model-Free Scenario. SN Comput. Sci. 2 (5) (2021)
Leandro Freitas, Bruno Henrique Groenner Barbosa, Luis Antonio Aguirre
Including steady-state information in nonlinear models: An application to the development of soft-sensors. Eng. Appl. Artif. Intell. 102 (2021)
Leandro Freitas, Bruno Henrique Groenner Barbosa, Luis Antonio Aguirre
Including steady-state information in nonlinear models: an application to the development of soft-sensors. CoRR (2020)
Antônio H. Ribeiro, Koen Tiels, Luis Antonio Aguirre, Thomas B. Schön
Beyond exploding and vanishing gradients: analysing RNN training using attractors and smoothness. AISTATS (2020)
Antônio H. Ribeiro, Koen Tiels, Jack Umenberger, Thomas B. Schön, Luis Antonio Aguirre
On the smoothness of nonlinear system identification. Autom. 121 (2020)
Arthur N. Montanari, Ercilio I. Moreira, Luis Antonio Aguirre
Effects of network heterogeneity and tripping time on the basin stability of power systems. Commun. Nonlinear Sci. Numer. Simul. 89 (2020)
Petrus E. O. G. B. Abreu, Lucas A. Tavares, Bruno Otávio Soares Teixeira, Luis Antonio Aguirre
Identification and nonlinearity compensation of hysteresis using NARX models. CoRR (2020)
Lucas A. Tavares, Petrus E. O. G. B. Abreu, Luis Antonio Aguirre
Nonlinearity Compensation Based on Identified NARX Polynomials Models. CoRR (2020)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes, Luis Antonio Aguirre
MultiObjective Evolutionary Approach to Grey-Box Identification of Buck Converter. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2020)
Lucas A. Tavares, Petrus E. O. G. B. Abreu, Luis Antonio Aguirre
Identification of NARX Models for Compesation Design. CoRR (2020)
Luis Antonio Aguirre
A Bird's Eye View of Nonlinear System Identification. CoRR (2019)
Faizal M. F. Hafiz, Akshya Swain, Eduardo M. A. M. Mendes, Luis Antonio Aguirre
Multi-objective Evolutionary Approach to Grey-Box Identification of Buck Converter. CoRR (2019)
Antônio H. Ribeiro, Koen Tiels, Luis Antonio Aguirre, Thomas B. Schön
The trade-off between long-term memory and smoothness for recurrent networks. CoRR (2019)
Eduardo M. A. M. Mendes, Gustavo H. O. Salgado, Luis Antonio Aguirre
Numerical solution of Caputo fractional differential equations with infinity memory effect at initial condition. Commun. Nonlinear Sci. Numer. Simul. 69 (2019)
Antônio H. Ribeiro, Koen Tiels, Jack Umenberger, Thomas B. Schön, Luis Antonio Aguirre
On the Smoothness of Nonlinear System Identification. CoRR (2019)
Pedro F. Leite Retes, Luis Antonio Aguirre
NARMAX model identification using a randomised approach. Int. J. Model. Identif. Control. 31 (3) (2019)
Erivelton G. Nepomuceno, Ricardo H. C. Takahashi, Luis Antonio Aguirre
Reducing vaccination level to eradicate a disease by means of a mixed control with isolation. Biomed. Signal Process. Control. 40 (2018)
Antônio H. Ribeiro, Luis Antonio Aguirre
Lasso Regularization Paths for NARMAX Models via Coordinate Descent. ACC (2018)
Rafael F. Santos, Guilherme A. S. Pereira, Luis Antonio Aguirre
Learning robot reaching motions by demonstration using nonlinear autoregressive models. Robotics Auton. Syst. 107 (2018)
Antônio H. Ribeiro, Luis Antonio Aguirre
"Parallel Training Considered Harmful?": Comparing series-parallel and parallel feedforward network training. Neurocomputing 316 (2018)
Antônio H. Ribeiro, Luis Antonio Aguirre
Lasso Regularization Paths for NARMAX Models via Coordinate Descent. CoRR (2017)
Antônio H. Ribeiro, Luis Antonio Aguirre
"Parallel Training Considered Harmful?": Comparing Series-Parallel and Parallel Feedforward Network Training. CoRR (2017)
Dimas Abreu Dutra, Bruno Otávio Soares Teixeira, Luis Antonio Aguirre
Joint maximum a posteriori state path and parameter estimation in stochastic differential equations. Autom. 81 (2017)
Gustavo H. O. Salgado, Luis Antonio Aguirre
A hybrid algorithm for Caputo fractional differential equations. Commun. Nonlinear Sci. Numer. Simul. 33 (2016)
Luis Antonio Aguirre
The historical development of texts for teaching classical control of linear systems. Annu. Rev. Control. 39 (2015)
Dimas Abreu Dutra, Bruno Otávio Soares Teixeira, Luis Antonio Aguirre
Maximum a posteriori state path estimation: Discretization limits and their interpretation. Autom. 50 (5) (2014)
Luis Antonio Aguirre
Identification of smooth nonlinear dynamical systems with non-smooth steady-state features. Autom. 50 (4) (2014)
Cristina C. R. Sady, Ubiratan S. Freitas, Adriana Portmann, Jean-François Muir, Christophe Letellier, Luis Antonio Aguirre
Automatic sleep staging from ventilator signals in non-invasive ventilation. Comput. Biol. Medicine 43 (7) (2013)
Giovani Guimaraes Rodrigues, U. S. Freitas, Dounia Bounoiare, Luis Antonio Aguirre, Christophe Letellier
Leakage Estimation Using Kalman Filtering in Noninvasive Mechanical Ventilation. IEEE Trans. Biomed. Eng. 60 (5) (2013)
Marcela Andrade Alves, Marcelo Vieira Corrêa, Luis Antonio Aguirre
Use of self-consistency in the structure selection of NARX polynomial models. Int. J. Model. Identif. Control. 15 (1) (2012)
Bruno Henrique Groenner Barbosa, Luis Antonio Aguirre, C. B. Martinez, Antônio de Pádua Braga
Black and Gray-Box Identification of a Hydraulic Pumping System. IEEE Trans. Control. Syst. Technol. 19 (2) (2011)
Bruno Henrique Groenner Barbosa, Lam Thu Bui, Hussein A. Abbass, Luis Antonio Aguirre, Antônio de Pádua Braga
The use of coevolution and the artificial immune system for ensemble learning. Soft Comput. 15 (9) (2011)
Giovani Guimaraes Rodrigues, Luis Antonio Aguirre, Antoine Cuvelier, Jean-François Muir, Christophe Letellier
Global models for patient-ventilator interactions in noninvasive ventilation with asynchronies. Comput. Biol. Medicine 41 (5) (2011)
Angelo Palladino, Luis Antonio Aguirre, Giovanni Fiengo, Rodrigo de Castro Lima
Modeling priority analysis via Hybrid Petri Nets for an Internal Combustion Engine Management System. ACC (2010)
Bruno Otávio Soares Teixeira, Jaganath Chandrasekar, Leonardo A. B. Tôrres, Luis Antonio Aguirre, Dennis S. Bernstein
State estimation for linear and non-linear equality-constrained systems. Int. J. Control 82 (5) (2009)
Bruno Henrique Groenner Barbosa, Lam Thu Bui, Hussein A. Abbass, Luis Antonio Aguirre, Antônio de Pádua Braga
Evolving an Ensemble of Neural Networks Using Artificial Immune Systems. SEAL (2008)
Bruno Otávio Soares Teixeira, Jaganath Chandrasekar, Harish J. Palanthandalam-Madapusi, Leonardo A. B. Tôrres, Luis Antonio Aguirre, Dennis S. Bernstein
Gain-Constrained Kalman Filtering for Linear and Nonlinear Systems. IEEE Trans. Signal Process. 56 (9) (2008)
Bruno Otávio Soares Teixeira, Aaron J. Ridley, Leonardo A. B. Tôrres, Luis Antonio Aguirre, Dennis S. Bernstein
Data assimilation for magnetohydrodynamics with a zero-divergence constraint on the magnetic field. ACC (2008)
Edgar Campos Furtado, Luis Antonio Aguirre, Leonardo A. B. Tôrres
UPS Parallel Balanced Operation Without Explicit Estimation of Reactive Power - A Simpler Scheme. IEEE Trans. Circuits Syst. II Express Briefs (10) (2008)
Bruno Otávio Soares Teixeira, Jaganath Chandrasekar, Leonardo Antônio Borges Torres, Luis Antonio Aguirre, Dennis S. Bernstein
Unscented filtering for equality-constrained nonlinear systems. ACC (2008)
Bruno Otávio Soares Teixeira, Leonardo A. B. Tôrres, Luis Antonio Aguirre, Dennis S. Bernstein
Unscented filtering for interval-constrained nonlinear systems. CDC (2008)
Erivelton G. Nepomuceno, Ricardo H. C. Takahashi, Luis Antonio Aguirre
Multiobjective parameter estimation for non-linear systems: affine information and least-squares formulation. Int. J. Control 80 (6) (2007)
Bruno Otávio Soares Teixeira, Jaganath Chandrasekar, Leonardo A. B. Tôrres, Luis Antonio Aguirre, Dennis S. Bernstein
State estimation for equality-constrained linear systems. CDC (2007)
Luis Antonio Aguirre, Gladstone Barbosa Alves, Marcelo Vieira Corrêa
Steady-state performance constraints for dynamical models based on RBF networks. Eng. Appl. Artif. Intell. 20 (7) (2007)
Guilherme A. S. Pereira, Mario Fernando Montenegro Campos, Luis Antonio Aguirre
Data-based dynamical modeling of externally observed actuators-only robots. IEEE Trans. Syst. Man Cybern. Part A 36 (4) (2006)
Luis Antonio Aguirre
Chaotification of Discrete Systems Based on Models Identified from Data. Int. J. Bifurc. Chaos 16 (1) (2006)
Leonardo A. B. Tôrres, Luis Antonio Aguirre
Pcchua - a Laboratory setup for Real-Time Control and Synchronization of Chaotic oscillations. Int. J. Bifurc. Chaos 15 (8) (2005)
Erivelton G. Nepomuceno, Ricardo H. C. Takahashi, Luis Antonio Aguirre, Oriane M. Neto, Eduardo M. A. M. Mendes
Multiobjective nonlinear system identification: a case study with thyristor controlled series capacitor (TCSC). Int. J. Syst. Sci. 35 (9) (2004)
Luis Antonio Aguirre, Álvaro V. P. Souza
Stability analysis of sleep apnea time series using identified models: a case study. Comput. Biol. Medicine 34 (3) (2004)
Erivelton G. Nepomuceno, Ricardo H. C. Takahashi, Gleison F. V. Amaral, Luis Antonio Aguirre
Nonlinear Identification Using Prior Knowledge of Fixed Points: a Multiobjective Approach. Int. J. Bifurc. Chaos 13 (5) (2003)
Murilo E. D. Gomes, Homero N. Guimarães, Antônio L. P. Ribeiro, Luis Antonio Aguirre
Does preprocessing change nonlinear measures of heart rate variability? Comput. Biol. Medicine 32 (6) (2002)
Luis Antonio Aguirre, Jean Maquet, Christophe Letellier
Induced One-Parameter bifurcations in Identified Nonlinear Dynamical Models. Int. J. Bifurc. Chaos 12 (1) (2002)
Luis Antonio Aguirre, Leonardo A. B. Tôrres
Control of nonlinear Dynamics: where do Models Fit in? Int. J. Bifurc. Chaos 10 (3) (2000)
Marcelo Vieira Corrêa, Luis Antonio Aguirre, Eduardo M. A. M. Mendes
Modeling Chaotic Dynamics with discrete nonlinear Rational Models. Int. J. Bifurc. Chaos 10 (5) (2000)
Guilherme A. S. Pereira, Mario Fernando Montenegro Campos, Luis Antonio Aguirre
Improved control of visually observed robotic agents based on autoregressive model prediction. IROS (2000)
Guilherme A. S. Pereira, Mario F. M. Campos, Luis Antonio Aguirre
Data based dynamical modeling of vision observed small robots. SMC (2000)
Luis Antonio Aguirre, Vinicius C. Barros, Álvaro V. P. Souza
Nonlinear multivariable modeling and analysis of sleep apnea time series. Comput. Biol. Medicine 29 (3) (1999)
Luis Antonio Aguirre, Leonardo A. B. Tôrres
Fixed Point Stability Analysis of Chua's Circuit: A Case Study with a Real Circuit. J. Circuits Syst. Comput. 7 (2) (1997)
Luis Antonio Aguirre
The Use of Identified Models in the Control of a Chaotic Circuit. ISCAS (1995)