| 2016 | ICDM | The Time-Varying Dependency Patterns of NetFlow Statistics. | Alexander J. Gibberd, Marina Evangelou, James D. B. Nelson |
| 2016 | ICIP | M-Estimate robust PCA for Seismic Noise Attenuation. | Hojjat Akhondi Asl, James D. B. Nelson |
| 2016 | ICIP | Introducing the locally stationary dual-tree complex wavelet model. | James D. B. Nelson, Alexander J. Gibberd |
| 2016 | ICIP | Scattering convolutional hidden Markov trees. | J.-B. Regli, James D. B. Nelson |
| 2015 | ICMLA | Sparse Temporal Difference Learning via Alternating Direction Method of Multipliers. | Nikos Tsipinakis, James D. B. Nelson |
| 2014 | ICASSP | High dimensional changepoint detection with a dynamic graphical lasso. | Alexander J. Gibberd, James D. B. Nelson |
| 2014 | ICIP | Regularised, semi-local hurst estimation via generalised lasso and dual-tree complex wavelets. | Corina Nafornita, Alexandru Isar, James D. B. Nelson |
| 2013 | ACIVS | Fast Road Network Extraction from Remotely Sensed Images. | Vladimir A. Krylov, James D. B. Nelson |
| 2012 | FUSION | Multi-rate estimation of coloured noise models in graph-based estimation algorithms. | Simon J. Julier, Renzo De Nardi, James D. B. Nelson |
| 2010 | ICIP | Dual-tree wavelets for estimation of locally varying and anisotropic fractal dimension. | James D. B. Nelson, Nick G. Kingsbury |
| 2008 | FUSION | Tracking ground based targets in aerial video with dual-tree wavelet polar matching and particle filtering. | James D. B. Nelson, Sze Kim Pang, Nick G. Kingsbury, Simon J. Godsill |