A subspace algorithm for balanced state space system identification. - Marc Moonen; José A. Ramos (IEEE Trans. Autom. Control., 1993)

A total least squares approach for data reduction of longterm ECG recordings. - José A. Ramos; Joseph S. Paul (CDC, 2003)

Exponential data fitting applied to environmental data. - José A. Ramos (CDC, 2004)

A Subspace Approach for Identifying Bilinear Systems with Deterministic Inputs. - José A. Ramos; P. Lopes dos Santos (CDC/ECC, 2005)

Identification of Bilinear Systems Using an Iterative Deterministic-Stochastic Subspace Approach. - P. Lopes dos Santos; José A. Ramos; J. L. Martins de Carvalho (CDC/ECC, 2005)

A Vectorized Principal Component Approach for Solving the Data Registration Problem. - José A. Ramos; P. Lopes dos Santos; Erik I. Verriest (CDC, 2006)

Mathematical modeling, system identification, and controller design of a two tank system. - José A. Ramos; P. Lopes dos Santos (CDC, 2007)

Derivation of a bilinear Kalman filter with autocorrelated inputs. - P. Lopes dos Santos; José A. Ramos (CDC, 2007)

Applications of TLS and related methods in the environmental sciences. - José A. Ramos (Comput. Stat. Data Anal., 2007)

Identification of LPV systems using successive approximations. - P. Lopes dos Santos; José A. Ramos; J. L. Martins de Carvalho (CDC, 2008)

Subspace identification of linear parameter-varying systems with innovation-type noise models driven by general inputs and a measurable white noise time-varying parameter vector. - P. Lopes dos Santos; José A. Ramos; J. L. Martins de Carvalho (Int. J. Syst. Sci., 2008)

Identification of Bilinear Systems With White Noise Inputs: An Iterative Deterministic-Stochastic Subspace Approach. - Paulo J. Lopes dos Santos; José A. Ramos; Jorge Leite Martins de Carvalho (IEEE Trans. Control. Syst. Technol., 2009)

Gas pipelines LPV modelling and identification for leakage detection. - P. Lopes dos Santos; Teresa Paula Azevedo Perdicoúlis; José A. Ramos; Gerhard Jank; J. L. Martins de Carvalho; João Milhinhos (ACC, 2010)

Parameter estimation of discrete and continuous-time physical models: A similarity transformation approach. - José A. Ramos; P. Lopes dos Santos (CDC, 2010)

A lumped transfer function model for High Pressure Gas Pipelines. - P. Lopes dos Santos; T.-P. Azevedo-Perdicoúlis; José A. Ramos; Gerhard Jank; J. L. Martins de Carvalho; João Milhinhos (CDC, 2010)

A subspace algorithm for identifying 2-D CRSD systems with deterministic inputs. - José A. Ramos; Ahmed Alenany; Helen Shang; Paulo J. Lopes dos Santos (CDC/ECC, 2011)

Subspace system identification of separable-in-denominator 2-D stochastic systems. - José A. Ramos; Paulo J. Lopes dos Santos (CDC/ECC, 2011)

Indirect continuous-time system identification - A subspace downsampling approach. - P. Lopes dos Santos; T.-P. Azevedo-Perdicoúlis; José A. Ramos; Gerhard Jank; J. L. Martins de Carvalho (CDC/ECC, 2011)

An LPV Modeling and Identification Approach to Leakage Detection in High Pressure Natural Gas Transportation Networks. - P. Lopes dos Santos; T.-P. Azevedo-Perdicoúlis; José A. Ramos; J. L. Martins de Carvalho; Gerhard Jank; João Milhinhos (IEEE Trans. Control. Syst. Technol., 2011)

Identification of affine linear parameter varying models for adaptive interventions in fibromyalgia treatment. - P. Lopes dos Santos; Sunil Deshpande; Daniel E. Rivera; T.-P. Azevedo-Perdicoúlis; José A. Ramos; Jarred Younger (ACC, 2013)

Identification of LPV State Space systems by a separable least squares approach. - P. Lopes dos Santos; T.-P. Azevedo-Perdicoúlis; José A. Ramos; Jorge Leite Martins de Carvalho (CDC, 2013)

Identifying second-order models of mechanical structures in physical coordinates: An orthogonal complement approach. - José A. Ramos; Guillaume Mercère; Olivier Prot (ECC, 2013)

Continuous-time IO systems identification through downsampled models. - P. Lopes dos Santos; T.-P. Azevedo-Perdicoúlis; José A. Ramos; Gerhard Jank; J. L. Martins de Carvalho (ECC, 2013)

A local approach framework for black-box and gray-box LPV system identification. - Daniel Vizer; Guillaume Mercère; Olivier Prot; José A. Ramos (ECC, 2013)

LPV system identification using a separable least squares support vector machines approach. - Paulo J. Lopes dos Santos; T.-P. Azevedo-Perdicoúlis; José A. Ramos; Sunil Deshpande; Daniel E. Rivera; Jorge Leite Martins de Carvalho (CDC, 2014)

Identification of 2D Roesser models by using linear fractional transformations. - Mohamed Farah 002; Guillaume Mercère; Régis Ouvrard; Thierry Poinot; José A. Ramos (ECC, 2014)

Identification of parameterized gray-box state-space systems: from a black-box linear time-invariant representation to a structured one: detailed derivation of the gradients involved in the cost functions. - Guillaume Mercère; José A. Ramos; Olivier Prot (CoRR, 2014)

Identification of Parameterized Gray-Box State-Space Systems: From a Black-Box Linear Time-Invariant Representation to a Structured One. - Guillaume Mercère; Olivier Prot; José A. Ramos (IEEE Trans. Autom. Control., 2014)

Deriving mechanical structures in physical coordinates from data-driven state-space realizations. - Paulo J. Lopes dos Santos; José A. Ramos; T.-P. Azevedo-Perdicoúlis; Jorge Leite Martins de Carvalho (ACC, 2015)

Machine learning barycenter approach to identifying LPV state-space models. - Rodrigo Alvite Romano; Paulo J. Lopes dos Santos; Felipe M. Pait; Teresa Paula Azevedo Perdicoúlis; José A. Ramos (ACC, 2016)

Innovation-based subspace identification in open- and closed-loop. - Guillaume Mercère; Ivan Markovsky; José A. Ramos (CDC, 2016)

Subspace algorithm for identifying bilinear repetitive processes with deterministic inputs. - José A. Ramos; Eric Rogers; Paulo J. Lopes dos Santos; Teresa Paula Azevedo Perdicoúlis (ECC, 2016)

Subspace algorithms for identifying separable-in-denominator 2D systems with deterministic-stochastic inputs. - José A. Ramos; Guillaume Mercère (Int. J. Control, 2016)

LPV system identification using the matchable observable linear identification approach. - P. Lopes dos Santos; R. Romano; T.-P. Azevedo-Perdicoúlis; Daniel E. Rivera; José A. Ramos (CDC, 2017)

Image modeling based on a 2-D stochastic subspace system identification algorithm. - José A. Ramos; Guillaume Mercère (Multidimens. Syst. Signal Process., 2017)

Subspace Identification of 2-D CRSD Roesser Models With Deterministic-Stochastic Inputs: A State Computation Approach. - Ahmed Alenany; Guillaume Mercère; José A. Ramos (IEEE Trans. Control. Syst. Technol., 2017)

Computation of the State Bias and Initial States for Stochastic State Space Systems in the General 2-D Roesser Model Form. - José A. Ramos; Guillaume Mercère (CoRR, 2018)

A stochastic subspace system identification algorithm for state-space systems in the general 2-D Roesser model form. - José A. Ramos; Guillaume Mercère (Int. J. Control, 2018)

Estimation of Humidity Sensor Equivalent Circuit Parameters Utilizing Frequency Response Measurements Combined With Subspace Identification and Similarity Transformations. - Mithun Mondal; José A. Ramos (IEEE Trans. Instrum. Meas., 2021)

Machine Learning Classification of Event-Related Brain Potentials during a Visual Go/NoGo Task. - Anna Bryniarska; José A. Ramos; Mercedes Fernández (Entropy, 2024)