Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test von M.-F., Harkat, M., Mansouri, M.N., Nounou, H.N., Nounou

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Multiscale estimation of the Freundlich adsorption isotherm von Nounou, M. N., Nounou, H. N.

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Multiscale Denoising of Biological Data: A Comparative Analysis von Nounou, M. N., Nounou, H. N., Meskin, N., Datta, A., Dougherty, E. R.

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Model-based and model-free filtering of genomic data von Nounou, M. N., Nounou, H. N., Mansouri, M.

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On-line multiscale filtering of random and gross errors without process models von Nounou, Mohamed N., Bakshi, Bhavik R.

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Fuzzy Intervention in Biological Phenomena von Nounou, H. N., Nounou, M. N., Meskin, N., Datta, A., Dougherty, E. R.

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Robust adaptive sliding-mode control for continuous time-delay systems von Nounou, Mohamed N., Nounou, Hazem N., Mahmoud, Magdi S.

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Multiscale finite impulse response modeling von Nounou, Mohamed N.

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Multiscale rectification of random errors without fundamental process models von BAKSHI, R. R, BANSAL, P, NOUNOU, M. N

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Multiscale fuzzy system identification von Nounou, Mohamed N., Nounou, Hazem N.

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Dealing with Collinearity in Finite Impulse Response Models Using Bayesian Shrinkage von Nounou, Mohamed N

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Bayesian principal component analysis von Nounou, Mohamed N., Bakshi, Bhavik R., Goel, Prem K., Shen, Xiaotong

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Process modeling by Bayesian latent variable regression von Nounou, Mohamed N., Bakshi, Bhavik R., Goel, Prem K., Shen, Xiaotong

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Fuzzy control of a CSTR process von Almalki Al-Jehani, Nejoud, Nounou, H. N., Nounou, M. N.

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Application of a fuzzy learning intervention approach to a Glycolytic-Glycogenolytic pathway model von Basha, N., Nounou, H. N., Nounou, M. N.

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Adaptive control of nonlinear time-delay systems and application to a chemical reactor von Nounou, H. N., Nounou, M. N.

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Multiscale Bayesian Rectification of Data from Linear Steady-State and Dynamic Systems without Accurate Models von Bakshi, Bhavik R, Nounou, Mohamed N, Goel, Prem K, Shen, Xiaotong

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Improving principal component analysis using Bayesian estimation von Nounou, M.N., Bakshi, B.R., Goel, P.K., Xiaotong Shen

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Enhanced prediction accuracy of fuzzy models using multiscale estimation von Nounou, M.N., Nounou, H.N.

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Inferring Gene Regulatory Networks via Nonlinear State-Space Models and Exploiting Sparsity von Noor, A., Serpedin, E., Nounou, M., Nounou, Hazem N.

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