An overview of blind source separation methods for linear-quadratic and post-nonlinear mixtures

Y Deville, LT Duarte - … Conference on Latent Variable Analysis and Signal …, 2015 - Springer
Whereas most blind source separation (BSS) and blind mixture identification (BMI)
investigations concern linear mixtures (instantaneous or not), various recent works extended …

Source separation in chemical analysis: Recent achievements and perspectives

LT Duarte, S Moussaoui, C Jutten - IEEE Signal Processing …, 2014 - ieeexplore.ieee.org
Since its origins in the mid-1980s, the field of blind source separation (BSS) has attracted
considerable attention within the signal processing community. One of the main reasons for …

A Bayesian nonlinear source separation method for smart ion-selective electrode arrays

LT Duarte, C Jutten, S Moussaoui - IEEE Sensors Journal, 2009 - ieeexplore.ieee.org
Potentiometry with ion-selective electrodes (ISEs) provides a simple and cheap approach for
estimating ionic activities. However, a well-known shortcoming of ISEs regards their lack of …

Conceptual and practical aspects of the aiNet family of algorithms

FO de França, GP Coelho, PAD Castro… - Nature-Inspired …, 2012 - igi-global.com
In this paper, a review of the conceptual and practical aspects of the aiNet (Artificial Immune
Network) family of algorithms will be provided. This family of algorithms started with the aiNet …

Blind compensation of nonlinear distortions: Application to source separation of post-nonlinear mixtures

LT Duarte, R Suyama, B Rivet, R Attux… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
In this paper, we address the problem of blind compensation of nonlinear distortions. Our
approach relies on the assumption that the input signal is bandlimited. We then make use of …

Application of blind source separation methods to ion-selective electrode arrays in flow-injection analysis

LT Duarte, JMT Romano, C Jutten… - IEEE Sensors …, 2014 - ieeexplore.ieee.org
As shown recently, the interference problem typical of ion-selective electrodes can be dealt
with via smart arrays adjusted by blind source separation methods. In this letter, we resume …

A blind source separation method for chemical sensor arrays based on a second order mixing model

RA Ando, LT Duarte, C Jutten… - 2015 23rd European …, 2015 - ieeexplore.ieee.org
In this paper we propose a blind source separation method to process the data acquired by
an array of ion-selective electrodes in order to measure the ionic activity of different ions in …

Ion-selective electrode array based on a Bayesian nonlinear source separation method

LT Duarte, C Jutten, S Moussaoui - International Conference on …, 2009 - Springer
Ion-selective electrodes (ISE) offer a practical approach for estimating ionic activities.
Nonetheless, such devices are not selective, ie, the ISE response can be affected by …

An introduction to information theoretic learning, Part II: applications

D Silva, D Fantinato, J Canuto… - Journal of …, 2016 - jcis.emnuvens.com.br
This is the second part of the introductory tutorial about information theoretic learning, which,
after the theoretical foundations presented in Part I, now discusses the concepts of …

Blind source separation of post-nonlinear mixtures using evolutionary computation and gaussianization

TM Dias, R Attux, JMT Romano, R Suyama - … Component Analysis and …, 2009 - Springer
In this work, we propose a new method for source separation of post-nonlinear mixtures that
combines evolutionary-based global search, gaussianization and a local search step based …