James K. Murphy

23 papers C 6Misc 6Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2018 J jnl
Bayesian Intent Prediction in Object Tracking Using Bridging Distributions.
IEEE Trans. Cybern.
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
2017 J jnl
Intelligent Interactive Displays in Vehicles with Intent Prediction: A Bayesian framework.
IEEE Signal Process. Mag.
Bashar I. Ahmad, James K. Murphy, Simon J. Godsill, Patrick M. Langdon, Robert Hardy
2016 Misc conf
A Metropolis-within-Gibbs sampler to infer task-based functional brain connectivity.
ICASSP
M. Faizan Ahmad, James K. Murphy, Simon J. Godsill, Deniz Vatansever, Emmanuel A. Stamatakis
2016 C conf
Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints.
FUSION
Pete Bunch, James K. Murphy, Simon J. Godsill
2016 J jnl
Bayesian Inference of Task-Based Functional Brain Connectivity Using Markov Chain Monte Carlo Methods.
IEEE J. Sel. Top. Signal Process.
M. Faizan Ahmad, James K. Murphy, Deniz Vatansever, Emmanuel A. Stamatakis, Simon J. Godsill
2016 J jnl
Bayesian Learning of Degenerate Linear Gaussian State Space Models Using Markov Chain Monte Carlo.
IEEE Trans. Signal Process.
Pete Bunch, James K. Murphy, Simon J. Godsill
2016 J jnl
Blocked Particle Gibbs Schemes for High Dimensional Interacting Systems.
IEEE J. Sel. Top. Signal Process.
James K. Murphy, Simon J. Godsill
2016 J jnl
Intent Inference for Hand Pointing Gesture-Based Interactions in Vehicles.
IEEE Trans. Cybern.
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill, Robert Hardy, Lee Skrypchuk
2016 — conf
Predictive Pointing from Automotive to Inclusive Design.
HCI (9)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
2016 C conf
Sequential sparse system estimation for linear systems with nonlinear observations.
FUSION
James K. Murphy, Simon J. Godsill
2016 C conf
Sparse structure inference for group and network tracking.
FUSION
James K. Murphy, Emre Özkan, Pete Bunch, Simon J. Godsill
2015 Misc conf
Bayesian parameter estimation of Jump-Langevin systems for trend following in finance.
ICASSP
James K. Murphy, Simon J. Godsill
2015 Misc conf
Destination inference using bridging distributions.
ICASSP
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Robert Hardy, Simon J. Godsill
2015 Misc conf
Efficient filtering and sampling for a class of time-varying linear systems.
ICASSP
James K. Murphy, Simon J. Godsill
2015 Misc conf
Tracking changes in functional connectivity of brain networks from resting-state fMRI using particle filters.
ICASSP
M. Faizan Ahmad, James K. Murphy, Deniz Vatansever, Emmanuel A. Stamatakis, Simon J. Godsill
2014 C conf
Bayesian target prediction from partial finger tracks: Aiding interactive displays in vehicles.
FUSION
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
2014 — conf
Filtering perturbed in-vehicle pointing gesture trajectories: Improving the reliability of intent inference.
MLSP
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
2014 C conf
Road-assisted multiple target tracking in clutter.
FUSION
James K. Murphy, Simon J. Godsill
2013 J jnl
Benders, Nested Benders and Stochastic Programming: An Intuitive Introduction.
CoRR
James K. Murphy
2012 J jnl
Forecasting High-Frequency Futures Returns Using Online Langevin Dynamics.
IEEE J. Sel. Top. Signal Process.
Hugh L. Christensen, James K. Murphy, Simon J. Godsill
2012 — conf
Simultaneous localization and mapping for non-parametric potential field environments.
SDF
James K. Murphy, Simon J. Godsill
2012 C conf
Structure inference for networks with general non-parametric inter-object relationships.
FUSION
James K. Murphy, Simon J. Godsill
2011 Misc conf
Joint Bayesian removal of impulse and background noise.
ICASSP
James K. Murphy, Simon J. Godsill