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Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains

Billings, Stephen A

1, 2013

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Stochastic, Adaptive Sampling of Information by Microvilli in Fly Photoreceptors

Current biology, 2012-08, Vol.22 (15), p.1371-1380

2012

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A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors

Sensors (Basel, Switzerland), 2017-09, Vol.17 (10), p.2181

2017

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Real-Life Measurement of Tri-Axial Walking Ground Reaction Forces Using Optimal Network of Wearable Inertial Measurement Units

IEEE transactions on neural systems and rehabilitation engineering, 2018-06, Vol.26 (6), p.1243-1253

2018

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Generalized multiscale radial basis function networks

Neural networks, 2007-12, Vol.20 (10), p.1081-1094

2007

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Fly Photoreceptors Encode Phase Congruency

PloS one, 2016-06, Vol.11 (6), p.e0157993-e0157993

2016

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Nonlinear influence in the frequency domain: Alternating series

Systems & control letters, 2011-05, Vol.60 (5), p.295-309

2011

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A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer's Disease and Healthy Controls

Brain sciences, 2018-07, Vol.8 (7), p.134

2018

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The neutrophil's eye-view: inference and visualisation of the chemoattractant field driving cell chemotaxis in vivo

PloS one, 2012-04, Vol.7 (4), p.e35182-e35182

2012

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Frequency domain analysis for suppression of output vibration from periodic disturbance using nonlinearities

Journal of sound and vibration, 2008-07, Vol.314 (3), p.536-557

2008

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Review of rational (total) nonlinear dynamic system modelling, identification, and control

International journal of systems science, 2015-09, Vol.46 (12), p.2122-2133

2015

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Nonlinear damping based semi-active building isolation system

Journal of sound and vibration, 2018-06, Vol.424, p.302-317

2018

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A new class of wavelet networks for nonlinear system identification

IEEE transaction on neural networks and learning systems, 2005-07, Vol.16 (4), p.862-874

2005

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Design of vibration isolators by exploiting the beneficial effects of stiffness and damping nonlinearities

Journal of sound and vibration, 2014-06, Vol.333 (12), p.2489-2504

2014

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Feature Subset Selection and Ranking for Data Dimensionality Reduction

IEEE transactions on pattern analysis and machine intelligence, 2007-01, Vol.29 (1), p.162-166

2007

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Prepatterning in the stem cell compartment

PloS one, 2010-05, Vol.5 (5), p.e10901-e10901

2010

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Modified variational Bayes EM estimation of hidden Markov tree model of cell lineages

Bioinformatics, 2009-11, Vol.25 (21), p.2824-2830

2009

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Markov Chain Monte Carlo Algorithm based metabolic flux distribution analysis on Corynebacterium glutamicum

Bioinformatics, 2006-11, Vol.22 (21), p.2681-2687

2006

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Identification of nonlinear time-varying systems using an online sliding-window and common model structure selection (CMSS) approach with applications to EEG

International journal of systems science, 2016-08, Vol.47 (11), p.2671-2681

2016

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A nonlinear causality measure in the frequency domain: Nonlinear partial directed coherence with applications to EEG

Journal of neuroscience methods, 2014-03, Vol.225, p.71-80

2014

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Drift-Diffusion Analysis of Neutrophil Migration during Inflammation Resolution in a Zebrafish Model

Advances in Hematology, 2012, Vol.2012 (2012), p.542-549

2012

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The cortical focus in childhood absence epilepsy; evidence from nonlinear analysis of scalp EEG recordings

Clinical neurophysiology, 2018-03, Vol.129 (3), p.602-617

2018

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A novel logistic-NARX model as a classifier for dynamic binary classification

Neural computing & applications, 2019-01, Vol.31 (1), p.11-25

2019

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Modeling and prediction of global magnetic disturbance in near‐Earth space: A case study for Kp index using NARX models

Space Weather, 2016-10, Vol.14 (10), p.899-916

2016

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Identification and frequency domain analysis of non-stationary and nonlinear systems using time-varying NARMAX models

International journal of systems science, 2015-08, Vol.46 (11), p.2087-2100

2015

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Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains

Stochastic, Adaptive Sampling of Information by Microvilli in Fly Photoreceptors

A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors

Real-Life Measurement of Tri-Axial Walking Ground Reaction Forces Using Optimal Network of Wearable Inertial Measurement Units

Generalized multiscale radial basis function networks

Fly Photoreceptors Encode Phase Congruency

Nonlinear influence in the frequency domain: Alternating series

A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer's Disease and Healthy Controls

The neutrophil's eye-view: inference and visualisation of the chemoattractant field driving cell chemotaxis in vivo

Frequency domain analysis for suppression of output vibration from periodic disturbance using nonlinearities

Review of rational (total) nonlinear dynamic system modelling, identification, and control

Nonlinear damping based semi-active building isolation system

A new class of wavelet networks for nonlinear system identification

Design of vibration isolators by exploiting the beneficial effects of stiffness and damping nonlinearities

Feature Subset Selection and Ranking for Data Dimensionality Reduction

Prepatterning in the stem cell compartment

Modified variational Bayes EM estimation of hidden Markov tree model of cell lineages

Markov Chain Monte Carlo Algorithm based metabolic flux distribution analysis on Corynebacterium glutamicum

Identification of nonlinear time-varying systems using an online sliding-window and common model structure selection (CMSS) approach with applications to EEG

A nonlinear causality measure in the frequency domain: Nonlinear partial directed coherence with applications to EEG

Drift-Diffusion Analysis of Neutrophil Migration during Inflammation Resolution in a Zebrafish Model

The cortical focus in childhood absence epilepsy; evidence from nonlinear analysis of scalp EEG recordings

A novel logistic-NARX model as a classifier for dynamic binary classification

Modeling and prediction of global magnetic disturbance in near‐Earth space: A case study for Kp index using NARX models

Identification and frequency domain analysis of non-stationary and nonlinear systems using time-varying NARMAX models

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