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James K. Murphy
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- affiliation: Cambridge University, UK
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2010 – 2019
- 2018
- [j7]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): 215-227 (2018) - 2017
- [j6]Bashar I. Ahmad
Intelligent Interactive Displays in Vehicles with Intent Prediction: A Bayesian framework. IEEE Signal Process. Mag. 34(2): 82-94 (2017) - 2016
- [j5]James K. Murphy, Simon J. Godsill:
Blocked Particle Gibbs Schemes for High Dimensional Interacting Systems. IEEE J. Sel. Top. Signal Process. 10(2): 328-342 (2016) - [j4]M. Faizan Ahmad, James K. Murphy, Deniz Vatansever
Bayesian Inference of Task-Based Functional Brain Connectivity Using Markov Chain Monte Carlo Methods. IEEE J. Sel. Top. Signal Process. 10(7): 1150-1159 (2016) - [j3]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): 878-889 (2016) - [j2]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): 4100-4112 (2016) - [c15]Pete Bunch, James K. Murphy, Simon J. Godsill:
Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints. FUSION 2016: 597-605 - [c14]James K. Murphy, Simon J. Godsill:
Sequential sparse system estimation for linear systems with nonlinear observations. FUSION 2016: 606-611 - [c13]James K. Murphy, Emre Özkan, Pete Bunch, Simon J. Godsill:
Sparse structure inference for group and network tracking. FUSION 2016: 1208-1214 - [c12]Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill:
Predictive Pointing from Automotive to Inclusive Design. HCI (9) 2016: 527-537 - [c11]M. Faizan Ahmad, James K. Murphy, Simon J. Godsill, Deniz Vatansever
A Metropolis-within-Gibbs sampler to infer task-based functional brain connectivity. ICASSP 2016: 878-882 - 2015
- [c10]M. Faizan Ahmad, James K. Murphy, Deniz Vatansever
Tracking changes in functional connectivity of brain networks from resting-state fMRI using particle filters. ICASSP 2015: 798-802 - [c9]James K. Murphy, Simon J. Godsill:
Efficient filtering and sampling for a class of time-varying linear systems. ICASSP 2015: 3701-3705 - [c8]James K. Murphy, Simon J. Godsill:
Bayesian parameter estimation of Jump-Langevin systems for trend following in finance. ICASSP 2015: 4125-4129 - [c7]Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Robert Hardy, Simon J. Godsill:
Destination inference using bridging distributions. ICASSP 2015: 5585-5589 - 2014
- [c6]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: 1-7 - [c5]James K. Murphy, Simon J. Godsill:
Road-assisted multiple target tracking in clutter. FUSION 2014: 1-8 - [c4]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: 1-6 - 2013
- [i1]James K. Murphy:
Benders, Nested Benders and Stochastic Programming: An Intuitive Introduction. CoRR abs/1312.3158 (2013) - 2012
- [j1]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): 366-380 (2012) - [c3]James K. Murphy, Simon J. Godsill:
Structure inference for networks with general non-parametric inter-object relationships. FUSION 2012: 2193-2200 - [c2]James K. Murphy, Simon J. Godsill:
Simultaneous localization and mapping for non-parametric potential field environments. SDF 2012: 1-6 - 2011
- [c1]James K. Murphy, Simon J. Godsill:
Joint Bayesian removal of impulse and background noise. ICASSP 2011: 261-264
Coauthor Index
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