Search Results - "Zayane, Chadia"

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  1. 1

    A Sustainable Fault Diagnosis Approach for Photovoltaic Systems Based on Stacking-Based Ensemble Learning Methods by Mellit, Adel, Zayane, Chadia, Boubaker, Sahbi, Kamel, Souad

    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
  2. 2

    A Sensitivity Analysis of fMRI Balloon Model by Zayane, Chadia, Laleg-Kirati, Taous Meriem

    “…Functional magnetic resonance imaging (fMRI) allows the mapping of thebrain activation through measurements of the Blood Oxygenation Level Dependent (BOLD)…”
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    Journal Article
  3. 3

    A novel approach to calibrate the hemodynamic model using functional Magnetic Resonance Imaging (fMRI) measurements by Khoram, Nafiseh, Zayane, Chadia, Djellouli, Rabia, Laleg-Kirati, Taous-Meriem

    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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    Journal Article
  4. 4

    Nonlinear neural network for hemodynamic model state and input estimation using fMRI data by Karam, Ayman M., Laleg-Kirati, Taous Meriem, Zayane, Chadia, Kashou, Nasser H.

    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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    Journal Article
  5. 5

    On the characterization of single-event related brain activity from functional Magnetic Resonance Imaging (fMRI) measurements by Khoram, Nafiseh, Zayane, Chadia, Laleg-Kirati, Taous-Meriem, Djellouli, Rabia

    “…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
  6. 6

    Control of a perturbed under-actuated mechanical system by Zayane-Aissa, Chadia, Laleg-Kirati, Taous-Meriem, Chemori, Ahmed

    “…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
  7. 7

    Cauchy problem for Laplace equation: An observer based approach by Majeed, Muhammad Usman, Zayane-Aissa, Chadia, Laleg-Kirati, Taous Meriem

    “…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
  8. 8

    An adaptive observer for wave equation's source estimation by Asiri, Sharefa, Laleg-Kirati, Taous-Meriem, Zayane-Aissa, Chadia

    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
  9. 9

    A sliding mode observer for hemodynamic characterization under modeling uncertainties by Zayane-Aissa, Chadia, Laleg-Kirati, Taous-Meriem

    “…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
  10. 10

    Joint state and parameter estimation for a class of cascade systems: Application to a hemodynamic model by Zayane-Aissa, Chadia, Da-Yan Liu, Laleg-Kirati, Taous-Meriem

    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