James K. Murphy

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 15

Top Topics

Bayesian Learning

Markov Chain Monte Carlo

Top Venues

IEEE J. Sel. Top. Signal Process.

IEEE Trans. Cybern.

Publications

Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
Bayesian Intent Prediction in Object Tracking Using Bridging Distributions. IEEE Trans. Cybern. 48 (1) (2018)
Bashar I. Ahmad, James K. Murphy, Simon J. Godsill, Patrick M. Langdon, Robert Hardy
Intelligent Interactive Displays in Vehicles with Intent Prediction: A Bayesian framework. IEEE Signal Process. Mag. 34 (2) (2017)
M. Faizan Ahmad, James K. Murphy, Deniz Vatansever, Emmanuel A. Stamatakis, Simon J. Godsill
Bayesian Inference of Task-Based Functional Brain Connectivity Using Markov Chain Monte Carlo Methods. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
M. Faizan Ahmad, James K. Murphy, Simon J. Godsill, Deniz Vatansever, Emmanuel A. Stamatakis
A Metropolis-within-Gibbs sampler to infer task-based functional brain connectivity. ICASSP (2016)
James K. Murphy, Simon J. Godsill
Blocked Particle Gibbs Schemes for High Dimensional Interacting Systems. IEEE J. Sel. Top. Signal Process. 10 (2) (2016)
Pete Bunch, James K. Murphy, Simon J. Godsill
Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints. FUSION (2016)
James K. Murphy, Emre Özkan, Pete Bunch, Simon J. Godsill
Sparse structure inference for group and network tracking. FUSION (2016)
Pete Bunch, James K. Murphy, Simon J. Godsill
Bayesian Learning of Degenerate Linear Gaussian State Space Models Using Markov Chain Monte Carlo. IEEE Trans. Signal Process. 64 (16) (2016)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
Predictive Pointing from Automotive to Inclusive Design. HCI (9) (2016)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill, Robert Hardy, Lee Skrypchuk
Intent Inference for Hand Pointing Gesture-Based Interactions in Vehicles. IEEE Trans. Cybern. 46 (4) (2016)
James K. Murphy, Simon J. Godsill
Sequential sparse system estimation for linear systems with nonlinear observations. FUSION (2016)
James K. Murphy, Simon J. Godsill
Bayesian parameter estimation of Jump-Langevin systems for trend following in finance. ICASSP (2015)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Robert Hardy, Simon J. Godsill
Destination inference using bridging distributions. ICASSP (2015)
M. Faizan Ahmad, James K. Murphy, Deniz Vatansever, Emmanuel A. Stamatakis, Simon J. Godsill
Tracking changes in functional connectivity of brain networks from resting-state fMRI using particle filters. ICASSP (2015)
James K. Murphy, Simon J. Godsill
Efficient filtering and sampling for a class of time-varying linear systems. ICASSP (2015)
James K. Murphy, Simon J. Godsill
Road-assisted multiple target tracking in clutter. FUSION (2014)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
Bayesian target prediction from partial finger tracks: Aiding interactive displays in vehicles. FUSION (2014)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
Filtering perturbed in-vehicle pointing gesture trajectories: Improving the reliability of intent inference. MLSP (2014)
James K. Murphy
Benders, Nested Benders and Stochastic Programming: An Intuitive Introduction. CoRR (2013)
Hugh L. Christensen, James K. Murphy, Simon J. Godsill
Forecasting High-Frequency Futures Returns Using Online Langevin Dynamics. IEEE J. Sel. Top. Signal Process. 6 (4) (2012)
James K. Murphy, Simon J. Godsill
Structure inference for networks with general non-parametric inter-object relationships. FUSION (2012)
James K. Murphy, Simon J. Godsill
Simultaneous localization and mapping for non-parametric potential field environments. SDF (2012)
James K. Murphy, Simon J. Godsill
Joint Bayesian removal of impulse and background noise. ICASSP (2011)