Hierarchical Gaussian process mixtures for regression
JQ Shi, R Murray-Smith, DM Titterington - Statistics and computing, 2005 - Springer
As a result of their good performance in practice and their desirable analytical properties,
Gaussian process regression models are becoming increasingly of interest in statistics …
Gaussian process regression models are becoming increasingly of interest in statistics …
Gaussian process functional regression modeling for batch data
A Gaussian process functional regression model is proposed for the analysis of batch data.
Covariance structure and mean structure are considered simultaneously, with the …
Covariance structure and mean structure are considered simultaneously, with the …
Comprehensive description of sit-to-stand motions using force and angle data
V Norman-Gerum, J McPhee - Journal of Biomechanics, 2020 - Elsevier
A normative description of a motion details the necessary and sufficient criteria to identify
that motion. It equips researchers with a shared lexicon for describing their research and, in …
that motion. It equips researchers with a shared lexicon for describing their research and, in …
Curve prediction and clustering with mixtures of Gaussian process functional regression models
JQ Shi, B Wang - Statistics and Computing, 2008 - Springer
Abstract Shi, Wang, Murray-Smith and Titterington (Biometrics 63: 714–723, 2007) proposed
a Gaussian process functional regression (GPFR) model to model functional response …
a Gaussian process functional regression (GPFR) model to model functional response …
Automatic Detection of Magnetic Disturbances in Magnetic Inertial Measurement Unit Sensors Based on Recurrent Neural Networks
This paper proposes a new methodology for the automatic detection of magnetic
disturbances from magnetic inertial measurement unit (MIMU) sensors based on deep …
disturbances from magnetic inertial measurement unit (MIMU) sensors based on deep …
Experimental study on sit-to-stand (STS) movement: a systematic review
Q Xue, T Wang, S Yang, B Zhou, H Zhang - International Journal of …, 2022 - Springer
Abstract Sit-to-stand (STS) movement is a very common task for the elderly and the patients
with lower limb dysfunction in daily life. We hope to summarize the methods of STS …
with lower limb dysfunction in daily life. We hope to summarize the methods of STS …
Standing-up robot: an assistive rehabilitative device for training and assessment
R Kamnik, T Bajd - Journal of medical engineering & technology, 2004 - Taylor & Francis
In this paper a robotic assistive device is presented, aimed at assisting physically impaired
individuals when rising from a sitting to a standing position. The robotic device is designed …
individuals when rising from a sitting to a standing position. The robotic device is designed …
Recent trends in applying functional electrical stimulation in the management of spastic paraplegia induced by spinal cord injury: a systematic review
Methods We conducted a qualitative systematic review using the Preferred Reporting Items
for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The systematic literature …
for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The systematic literature …
Transition from sitting to standing after trans-femoral amputation
H Burger, J Kuželički… - Prosthetics and orthotics …, 2005 - journals.sagepub.com
Standing up is an important and common daily activity. It is essential for independence and
a prerequisite for walking. Many elderly and many subjects with impairments have problems …
a prerequisite for walking. Many elderly and many subjects with impairments have problems …
Nonlinear modeling of FES-supported standing-up in paraplegia for selection of feedback sensors
This paper presents analysis of the standing-up manoeuvre in paraplegia considering the
body supportive forces as a potential feedback source in functional electrical stimulation …
body supportive forces as a potential feedback source in functional electrical stimulation …