https://ogma.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 Estimation of general nonlinear state-space systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:11580 Wed 11 Apr 2018 17:29:32 AEST ]]> Maximum likelihood estimation of state space models from frequency domain data https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:7947 Wed 11 Apr 2018 16:14:31 AEST ]]> Estimating state-space models in innovations form using the expectation maximisation algorithm https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:11565 Wed 11 Apr 2018 12:47:53 AEST ]]> Recovering the spectrum of a low level signal from two noisy measurements using the cross power spectral density https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:15088 Wed 11 Apr 2018 12:36:41 AEST ]]> On gradient-based search for multivariable system estimates https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:4392 Wed 11 Apr 2018 10:55:14 AEST ]]> Nonlinear model predictive control of an inverted pendulum https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:8740 Wed 11 Apr 2018 10:37:28 AEST ]]> ASIC and FPGA implementation strategies for model predictive control https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:9166 Wed 11 Apr 2018 10:21:46 AEST ]]> Constructing Metropolis-Hastings proposals using damped BFGS updates https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:33400 Wed 04 Sep 2019 12:17:02 AEST ]]> Sparse Bayesian ARX models with flexible noise distributions https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:33401 Wed 04 Sep 2019 12:17:00 AEST ]]> Linearly constrained Gaussian processes https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:33170 Wed 04 Sep 2019 12:16:48 AEST ]]> Predicting political violence using a state-space model https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52200 Wed 04 Oct 2023 15:57:03 AEDT ]]> Bayesian non-parametric Bragg-edge fitting for neutron transmission strain imaging https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:45606 Wed 02 Nov 2022 14:06:57 AEDT ]]> Constrained subspace method for the identification of structured state-space models (COSMOS) https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:38902 Wed 02 Mar 2022 11:59:13 AEDT ]]> Probabilistic modelling and reconstruction of strain https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:36856 Tue 30 Mar 2021 11:40:58 AEDT ]]> Clinical Decision Support Tools for Predicting Outcomes in Patients Undergoing Total Knee Arthroplasty: A Systematic Review https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:39822 0.8), and only 2 studies were able to externally validate their developed model. In general, models that performed well used large patient numbers, were tested on similar demographics, and used either nonlinear input transformations or a completely nonlinear model. Conclusion: Some models do show promise; however, there remains the question of whether the reported predictive success can continue to be replicated. Furthermore, clinical applicability and interpretation of predictive tools should be considered during development.]]> Tue 26 Jul 2022 11:57:37 AEST ]]> Development of a planning tool for network ancillary services using customer-owned solar and battery storage https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44233 Tue 11 Oct 2022 10:15:26 AEDT ]]> Implementation of traction constraints in Bragg-edge neutron transmission strain tomography https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:36351 Tue 01 Sep 2020 10:34:33 AEST ]]> Affinely parametrized state-space models: ways to maximize the likelihood function https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:38789 Tue 01 Feb 2022 13:27:31 AEDT ]]> Variational State and Parameter Estimation https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44022 Thu 29 Feb 2024 14:53:53 AEDT ]]> Gaussian Variational State Estimation for Nonlinear State-Space Models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:48465 Thu 29 Feb 2024 14:14:56 AEDT ]]> Smoothed state estimation via efficient solution of linear equations https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:33826 Thu 17 Jan 2019 13:57:48 AEDT ]]> A heteroscedastic likelihood model for two-frame optical flow https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46062 Thu 10 Nov 2022 11:49:12 AEDT ]]> A MATLAB software environment for system identification https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:8940 Sat 24 Mar 2018 08:33:31 AEDT ]]> Estimation of generalised Hammerstein-Wiener systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:8947 Sat 24 Mar 2018 08:33:31 AEDT ]]> Wiener system identification using the maximum likelihood method https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:11321 Sat 24 Mar 2018 08:12:34 AEDT ]]> Issues in sampling and estimating continuous-time models with stochastic disturbances https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:10314 Sat 24 Mar 2018 08:07:03 AEDT ]]> Estimation of linear systems using a Gibbs sampler https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:21776 Sat 24 Mar 2018 08:00:39 AEDT ]]> Parallel implementation of particle MCMC methods on a GPU https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:21777 Sat 24 Mar 2018 08:00:39 AEDT ]]> Hierarchical Bayesian ARX models for robust inference https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:21778 Sat 24 Mar 2018 08:00:38 AEDT ]]> UNIT: a freely available system identification toolbox https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:18963 Sat 24 Mar 2018 07:58:55 AEDT ]]> Identification of Hammerstein-Wiener models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:18962 Sat 24 Mar 2018 07:58:54 AEDT ]]> Generalised Hammerstein-Wiener system estimation and a benchmark application https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:21166 Sat 24 Mar 2018 07:58:06 AEDT ]]> System identification of nonlinear state-space models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:17961 Sat 24 Mar 2018 07:56:22 AEDT ]]> Maximum likelihood identification of Wiener models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:5588 Sat 24 Mar 2018 07:49:26 AEDT ]]> Parameter estimation for discrete-time nonlinear systems using EM https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:6022 Sat 24 Mar 2018 07:47:51 AEDT ]]> A nonlinear programming approach to exposure optimization in scanning laser lithography https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:28560 Sat 24 Mar 2018 07:28:44 AEDT ]]> A fast quasi-Newton-type method for large-scale stochastic optimisation https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:41712 Fri 12 Aug 2022 08:31:06 AEST ]]>