James K. Murphy

Affiliations:

Cambridge University, UK

According to our database¹, James K. Murphy authored at least 23 papers between 2011 and 2018.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of five.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2018

Bayesian Intent Prediction in Object Tracking Using Bridging Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

2017

Intelligent Interactive Displays in Vehicles with Intent Prediction: A Bayesian framework.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2017

2016

Bayesian Learning of Degenerate Linear Gaussian State Space Models Using Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

Pete Bunch

James K. Murphy

Simon J. Godsill

IEEE Trans. Signal Process., 2016

Intent Inference for Hand Pointing Gesture-Based Interactions in Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Blocked Particle Gibbs Schemes for High Dimensional Interacting Systems.

[BibT_eX]

[DOI]

James K. Murphy

Simon J. Godsill

IEEE J. Sel. Top. Signal Process., 2016

Bayesian Inference of Task-Based Functional Brain Connectivity Using Markov Chain Monte Carlo Methods.

[BibT_eX]

[DOI]

M. Faizan Ahmad

James K. Murphy

Deniz Vatansever

Emmanuel A. Stamatakis

Simon J. Godsill

IEEE J. Sel. Top. Signal Process., 2016

A Metropolis-within-Gibbs sampler to infer task-based functional brain connectivity.

[BibT_eX]

[DOI]

Emmanuel A. Stamatakis

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Predictive Pointing from Automotive to Inclusive Design.

[BibT_eX]

[DOI]

Proceedings of the Universal Access in Human-Computer Interaction. Users and Context Diversity, 2016

Sparse structure inference for group and network tracking.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

Sequential sparse system estimation for linear systems with nonlinear observations.

[BibT_eX]

[DOI]

James K. Murphy

Simon J. Godsill

Proceedings of the 19th International Conference on Information Fusion, 2016

Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints.

[BibT_eX]

[DOI]

Pete Bunch

James K. Murphy

Simon J. Godsill

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

Bayesian parameter estimation of Jump-Langevin systems for trend following in finance.

[BibT_eX]

[DOI]

James K. Murphy

Simon J. Godsill

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Efficient filtering and sampling for a class of time-varying linear systems.

[BibT_eX]

[DOI]

James K. Murphy

Simon J. Godsill

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Tracking changes in functional connectivity of brain networks from resting-state fMRI using particle filters.

[BibT_eX]

[DOI]

M. Faizan Ahmad

James K. Murphy

Deniz Vatansever

Emmanuel A. Stamatakis

Simon J. Godsill

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Destination inference using bridging distributions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Filtering perturbed in-vehicle pointing gesture trajectories: Improving the reliability of intent inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Road-assisted multiple target tracking in clutter.

[BibT_eX]

[DOI]

James K. Murphy

Simon J. Godsill

Proceedings of the 17th International Conference on Information Fusion, 2014

Bayesian target prediction from partial finger tracks: Aiding interactive displays in vehicles.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Benders, Nested Benders and Stochastic Programming: An Intuitive Introduction.

[BibT_eX]

[DOI]

James K. Murphy

CoRR, 2013

2012

Forecasting High-Frequency Futures Returns Using Online Langevin Dynamics.

[BibT_eX]

[DOI]

Hugh L. Christensen

James K. Murphy

Simon J. Godsill

IEEE J. Sel. Top. Signal Process., 2012

Simultaneous localization and mapping for non-parametric potential field environments.

[BibT_eX]

[DOI]

James K. Murphy

Simon J. Godsill

Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2012

Structure inference for networks with general non-parametric inter-object relationships.

[BibT_eX]

[DOI]

James K. Murphy

Simon J. Godsill

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

Joint Bayesian removal of impulse and background noise.

[BibT_eX]

[DOI]

James K. Murphy

Simon J. Godsill

Proceedings of the IEEE International Conference on Acoustics, 2011

James K. Murphy

Timeline

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