Research Publications for Geoffrey Holmes

Welcome to the University of Waikato research publications search. This database includes all research publications produced by the University from 1998.

Author's Publications

  Search our Staff Profiles to contact our current staff members.

• Holmes, G., Frank, E., Fletcher, D., & Sterling, C. (2022). Efficiently correcting machine learning: considering the role of example ordering in human-in-the-loop training of image classification models. In Proc 27th International Conference on Intelligent User Interfaces (IUI '22) (pp. 584-593). New York, NY, USA: ACM. doi:10.1145/3490099.3511110

  Other publications by:
  HOLMES, Geoffrey :: FRANK, Eibe T :: FLETCHER, Dale B

• Mitchell, R., Cooper, J., Frank, E., & Holmes, G. (2022). Sampling permutations for Shapley value estimation. Journal of Machine Learning Research, 23(43), 1-46. Retrieved from https://jmlr.org/papers/volume23/21-0439/21-0439.pdf

  Open Access version at:
  https://hdl.handle.net/10289/14742
  Other publications by:
  FRANK, Eibe T :: HOLMES, Geoffrey

• Wang, H., Frank, E., Pfahringer, B., Mayo, M., & Holmes, G. (2022). Cross-domain Few-shot Meta-learning Using Stacking. arXiv. Retrieved from http://arxiv.org/abs/2205.05831v1

  Other publications by:
  FRANK, Eibe T :: PFAHRINGER, Bernhard M :: HOLMES, Geoffrey

• Mitchell, R., Frank, E., & Holmes, G. (2022). GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles. PeerJ Computer Science, 8, e880. doi:10.7717/peerj-cs.880

  Open Access version at:
  https://hdl.handle.net/10289/14815
  Other publications by:
  FRANK, Eibe T :: HOLMES, Geoffrey

• Mitchell, R., Stokes, D., Frank, E., & Holmes, G. (2022). Bandwidth-optimal random shuffling for GPUs. ACM Transactions on Parallel Computing, 9(1). doi:10.1145/3505287

  Other publications by:
  FRANK, Eibe T :: HOLMES, Geoffrey

• Wang, H., Gouk, H., Fraser, H., Frank, E., Pfahringer, B., Mayo, M., & Holmes, G. (2022). Experiments in cross-domain few-shot learning for image classification. Journal of the Royal Society of New Zealand, 1-23. doi:10.1080/03036758.2022.2059767

  Other publications by:
  FRANK, Eibe T :: PFAHRINGER, Bernhard M :: MAYO, Michael J :: HOLMES, Geoffrey

• Sharifi, N., Gong, Z., Holmes, G., & Chen, Y. (2021). A feasibility study of in vivo control and tracking of microrobot using taxicab geometry for direct drug targeting. IEEE Transactions on NanoBioscience, 20(2), 235-245. doi:10.1109/TNB.2021.3062006

  Other publications by:
  HOLMES, Geoffrey :: CHEN, Yifan

• Mitchell, R., Frank, E., & Holmes, G. (2021). An empirical study of moment estimators for quantile approximation. ACM Transactions on Database Systems, 46(1), 1-21. doi:10.1145/3442337

  Open Access version at:
  https://hdl.handle.net/10289/14197
  Other publications by:
  FRANK, Eibe T :: HOLMES, Geoffrey

• Read, J., Pfahringer, B., Holmes, G., & Frank, E. (2021). Classifier chains: A review and perspectives. Journal of Artificial Intelligence Research, 70, 683-718. doi:10.1613/jair.1.12376

  Other publications by:
  PFAHRINGER, Bernhard M :: HOLMES, Geoffrey :: FRANK, Eibe T

• Barker, R. D., Barker, S. L. L., Cracknell, M. J., Stock, E. D., & Holmes, G. (2021). Quantitative mineral mapping of drill core surfaces II: long-wave infrared mineral characterization using μXRF and machine learning. Economic Geology, 116(4), 821-836. doi:10.5382/econgeo.4804

  Open Access version at:
  https://hdl.handle.net/10289/14118
  Other publications by:
  HOLMES, Geoffrey

See Also: Research Links | Student Research Theses | Research Commons