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James Hensman

Formerly at Lancaster University

  1. 2019
  2. Forthcoming

    Pseudo-extended Markov chain Monte Carlo

    Nemeth, C., Lindsten, F., Filippone, M. & Hensman, J., 4/09/2019, (Accepted/In press) Thirty-third Conference on Neural Information Processing Systems. Neural information processing systems foundation, Vol. 33. (Neural Information Processing Systems).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  3. 2017
  4. E-pub ahead of print

    A new methodology for automating acoustic emission detection of metallic fatigue fractures in highly demanding aerospace environments: an overview

    Holford, K. M., Eaton, M. J., Hensman, J. J., Pullin, R., Evans, S. L., Dervilis, N. & Worden, K., 6/01/2017, In : Progress in Aerospace Sciences.

    Research output: Contribution to journalJournal article

  5. 2016
  6. Published

    Detecting periodicities with Gaussian processes

    Durrande, N., Hensman, J., Rattray, M. & Lawrence, N. D., 13/04/2016, In : PeerJ Computer Science. 2, 18 p., e50.

    Research output: Contribution to journalJournal article

  7. Published

    On sparse variational methods and the Kullback-Leibler divergence between stochastic processes

    Matthews, A. G. D. G., Hensman, J., Turner, R. & Ghahramani, Z., 2016, In : Journal of Machine Learning Research. 51, p. 231-239 9 p.

    Research output: Contribution to journalJournal article

  8. 2015
  9. Published

    Fast and accurate approximate inference of transcript expression from RNA-seq data

    Hensman, J., Papastamoulis, P., Glaus, P., Honkela, A. & Rattray, M., 15/12/2015, In : Bioinformatics. 31, 24, p. 3881-3889 9 p.

    Research output: Contribution to journalJournal article

  10. Published

    Damage localisation in delaminated composite plates using a Gaussian process approach

    Corrado, N., Gherlone, M., Surace, C., Hensman, J. & Durrande, N., 10/2015, In : Meccanica. 50, 10, p. 2537-2546 10 p.

    Research output: Contribution to journalJournal article

  11. Published

    Hoxa2 selectively enhances meis binding to change a branchial arch ground state

    Amin, S., Donaldson, I. J., Zannino, D. A., Hensman, J., Rattray, M., Losa, M., Spitz, F., Ladam, F., Sagerström, C. & Bobola, N., 9/02/2015, In : Developmental Cell. 32, 3, p. 265-277 13 p.

    Research output: Contribution to journalJournal article

  12. Published

    Fast nonparametric clustering of structured time-series

    Hensman, J., Rattray, M. & Lawrence, N. D., 1/02/2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 2, p. 383-393 11 p., 6802369.

    Research output: Contribution to journalJournal article

  13. Published

    Scalable variational Gaussian process classification

    Hensman, J., Matthews, A. G. & Ghahramani, Z., 02/2015, In : Proceedings of Machine Learning Research. 38, p. 351-360 10 p.

    Research output: Contribution to journalJournal article

  14. Published

    MCMC for variationally sparse Gaussian processes

    Hensman, J., De Matthews, A. G., Filippone, M. & Ghahramani, Z., 2015, Advances in Neural Information Processing Systems. Neural information processing systems foundation, Vol. 2015. p. 1648-1656 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  15. 2014
  16. Published

    Gremlin-2 is a BMP antagonist that is regulated by the circadian clock

    Yeung, C. Y. C., Gossan, N., Lu, Y., Hughes, A., Hensman, J. J., Bayer, M. L., Kjær, M., Kadler, K. E. & Meng, Q. J., 5/06/2014, In : Scientific Reports. 4, 5183.

    Research output: Contribution to journalJournal article

  17. Published

    Improved variational Bayes inference for transcript expression estimation

    Papastamoulis, P., Hensman, J., Glaus, P. & Rattray, M., 04/2014, In : Statistical Applications in Genetics and Molecular Biology. 13, 2, p. 203-216 14 p.

    Research output: Contribution to journalJournal article

  18. Published

    A Gaussian process approach to locate cracks in plate-like structures

    Surace, C., Hensman, J., Mattone, M., Gherlone, M. & Corrado, N., 2014, Proceedings of the Twelfth International Conference on Computational Structures Technology. Topping, B. H. V. & Ivanyi, P. (eds.). 122. (Civil-Comp Proceedings; vol. 106).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  19. Published

    Hybrid discriminative-generative approach with Gaussian processes

    Andrade-Pacheco, R., Hensman, J., Zwießele, M. & Lawrence, N. D., 2014, In : Proceedings of Machine Learning Research. 33, p. 47-56 10 p.

    Research output: Contribution to journalJournal article

  20. Published

    Tilted variational bayes

    Hensman, J., Zwießele, M. & Lawrence, N. D., 2014, In : Proceedings of Machine Learning Research. 33, p. 356-364 9 p.

    Research output: Contribution to journalJournal article

  21. 2013
  22. Published

    The circadian clock in murine chondrocytes regulates genes controlling key aspects of cartilage homeostasis

    Gossan, N., Zeef, L., Hensman, J., Hughes, A., Bateman, J. F., Rowley, L., Little, C. B., Piggins, H. D., Rattray, M., Boot-Handford, R. P. & Meng, Q. J., 09/2013, In : Arthritis and Rheumatism. 65, 9, p. 2334-2345 12 p.

    Research output: Contribution to journalJournal article

  23. Published

    Hierarchical Bayesian modelling of gene expression time series across irregularly sampled replicates and clusters

    Hensman, J., Lawrence, N. D. & Rattray, M., 20/08/2013, In : BMC Bioinformatics. 14, 1, 12 p., 252.

    Research output: Contribution to journalJournal article

  24. Published

    Gaussian processes for big data

    Hensman, J., Fusi, N. & Lawrence, N. D., 2013, Uncertainty in Artificial Intelligence - Proceedings of the 29th Conference, UAI 2013. p. 282-290 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  25. 2012
  26. Published

    Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference

    Worden, K. & Hensman, J. J., 10/2012, In : Mechanical Systems and Signal Processing. 32, p. 153-169 17 p.

    Research output: Contribution to journalJournal article

  27. Published

    Genome-wide occupancy links Hoxa2 to Wnt-β-catenin signaling in mouse embryonic development

    Donaldson, I. J., Amin, S., Hensman, J. J., Kutejova, E., Rattray, M., Lawrence, N., Hayes, A., Ward, C. M. & Bobola, N., 05/2012, In : Nucleic Acids Research. 40, 9, p. 3990-4001 12 p.

    Research output: Contribution to journalJournal article

  28. Published

    Fast variational inference in the conjugate exponential family

    Hensman, J., Rattray, M. & Lawrence, N. D., 2012, Advances in Neural Information Processing Systems. Vol. 4. p. 2888-2896 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  29. Published

    Identification of hysteretic systems using NARX models, part II: a Bayesian approach

    Worden, K., Barthorpe, R. J. & Hensman, J. J., 2012, Conference Proceedings of the Society for Experimental Mechanics Series. Vol. 4. p. 57-65 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  30. 2011
  31. Published

    Albumin level and patient age predict outcomes in patients referred for gastrostomy insertion: internal and external validation of a gastrostomy score and comparison with artificial neural networks

    Leeds, J., McAlindon, M. E., Grant, J., Robson, H. E., Morley, S. R., James, G., Hoeroldt, B., Kapur, K., Dear, K., Hensman, J., Worden, K. & Sanders, D. S., 11/2011, In : Gastrointestinal Endoscopy. 74, 5, p. 1033-1039 7 p.

    Research output: Contribution to journalJournal article

  32. Published

    Spatial scanning for anomaly detection in acoustic emission testing of an aerospace structure

    Hensman, J., Worden, K., Eaton, M., Pullin, R., Holford, K. & Evans, S., 10/2011, In : Mechanical Systems and Signal Processing. 25, 7, p. 2462-2474 13 p.

    Research output: Contribution to journalJournal article

  33. Published

    Principal component analysis of acoustic emission signals from landing gear components: an aid to fatigue fracture detection

    Eaton, M. J., Pullin, R., Hensman, J. J., Holford, K. M., Worden, K. & Evans, S. L., 06/2011, In : Strain. 47, SUPPL. 1, p. e588-e594 7 p.

    Research output: Contribution to journalJournal article

  34. Published

    Natural computing for mechanical systems research: a tutorial overview

    Worden, K., Staszewski, W. J. & Hensman, J. J., 01/2011, In : Mechanical Systems and Signal Processing. 25, 1, p. 4-111 108 p.

    Research output: Contribution to journalJournal article

  35. Published

    Detecting mode-shape discontinuities without differentiation: examining a Gaussian process approach

    Hensman, J., Surace, C. & Gherlone, M., 2011, In : Journal of Physics: Conference Series. 305, 1, 012001.

    Research output: Contribution to journalJournal article

  36. 2010
  37. Published

    Locating acoustic emission sources in complex structures using Gaussian processes

    Hensman, J., Mills, R., Pierce, S. G., Worden, K. & Eaton, M., 01/2010, In : Mechanical Systems and Signal Processing. 24, 1, p. 211-223 13 p.

    Research output: Contribution to journalJournal article

  38. Published

    Positioning challenges in reconfigurable semi-autonomous robotic NDE inspection

    Pierce, S. G., Dobie, G., Summan, R., MacKenzie, L., Hensman, J., Worden, K. & Hayward, G., 2010, Proceedings of SPIE - The International Society for Optical Engineering. PART 1 ed. Vol. 7650. 76501C

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  39. 2009
  40. Published

    Acoustic emission for monitoring aircraft structures

    Holford, K. M., Pullin, R., Evans, S. L., Eaton, M. J., Hensman, J. & Worden, K., 05/2009, In : Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering. 223, 5, p. 525-532 8 p.

    Research output: Contribution to journalJournal article

  41. Published

    Detecting and identifying artificial acoustic emission signals in an industrial fatigue environment

    Hensman, J., Pullin, R., Eaton, M., Worden, K., Holford, K. M. & Evans, S. L., 10/02/2009, In : Measurement Science and Technology. 20, 4, 10 p., 045101.

    Research output: Contribution to journalJournal article

  42. 2008
  43. Published

    A principal component analysis of acoustic emission signals from a landing gear component

    Pullin, R., Eaton, M. J., Hensman, J. J., Holford, K. M., Worden, K. & Evans, S. L., 2008, In : Applied Mechanics and Materials. 13-14, p. 41-47 7 p.

    Research output: Contribution to journalJournal article

  44. Published

    Force characterisation of a laser impulse using differential evolution with a local interaction simulation algorithm

    Spencer, A., Worden, K., Pierce, G., Hensman, J., Chetwynd, D. & Staszewski, W., 2008, 23rd International Conference on Noise and Vibration Engineering 2008, ISMA 2008. Katholieke Universiteit Leuven, Vol. 6. p. 3355-3368 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  45. Published

    The effects of uncertainties within acoustic emission modelling

    Chetwynd, D., Worden, K., Spencer, A. & Hensman, J., 2008, Conference Proceedings of the Society for Experimental Mechanics Series.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

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