Search Results - "Zayane, Chadia"
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A Sustainable Fault Diagnosis Approach for Photovoltaic Systems Based on Stacking-Based Ensemble Learning Methods
Published in Mathematics (Basel) (01-02-2023)“…In this study, a novel technique for identifying and categorizing flaws in small-scale photovoltaic systems is presented. First, a supervised machine learning…”
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Journal Article -
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A Sensitivity Analysis of fMRI Balloon Model
Published in Computational and mathematical methods in medicine (01-01-2015)“…Functional magnetic resonance imaging (fMRI) allows the mapping of thebrain activation through measurements of the Blood Oxygenation Level Dependent (BOLD)…”
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A novel approach to calibrate the hemodynamic model using functional Magnetic Resonance Imaging (fMRI) measurements
Published in Journal of neuroscience methods (15-03-2016)“…•An efficient solution methodology for estimating the parameters of the brain response model is proposed.•This method distinguishes itself from existing…”
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Nonlinear neural network for hemodynamic model state and input estimation using fMRI data
Published in Biomedical signal processing and control (01-11-2014)“…•We implemented NARX networks to estimate the hemodynamic states.•The method has been used to estimate the neural activity.•We optimized the structure of the…”
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On the characterization of single-event related brain activity from functional Magnetic Resonance Imaging (fMRI) measurements
Published in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01-01-2014)“…We propose an efficient numerical technique for calibrating the mathematical model that describes the single-event related brain response when fMRI…”
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Conference Proceeding Journal Article -
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Control of a perturbed under-actuated mechanical system
Published in 2015 IEEE Conference on Control Applications (CCA) (01-09-2015)“…In this work, the trajectory tracking problem for an under-actuated mechanical system in presence of unknown input disturbances is addressed. The studied…”
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Conference Proceeding -
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Cauchy problem for Laplace equation: An observer based approach
Published in 3rd International Conference on Systems and Control (01-10-2013)“…A method to solve Cauchy Problem for Laplace equation using state observers is proposed. It is known that this problem is ill-posed. The domain under…”
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Conference Proceeding -
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An adaptive observer for wave equation's source estimation
Published 19-01-2014“…Observers are well known in control theory. Originally designed to estimate the hidden states of dynamical systems given some measurements, the observers scope…”
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Journal Article -
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A sliding mode observer for hemodynamic characterization under modeling uncertainties
Published in 22nd Mediterranean Conference on Control and Automation (01-06-2014)“…This paper addresses the case of physiological states reconstruction in a small region of the brain under modeling uncertainties. The misunderstood coupling…”
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Conference Proceeding -
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Joint state and parameter estimation for a class of cascade systems: Application to a hemodynamic model
Published in 2014 European Control Conference (ECC) (01-06-2014)“…In this paper, we address a special case of state and parameter estimation, where the system can be put on a cascade form allowing to estimate the state…”
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Conference Proceeding