Research Publications for Eibe T Frank

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.

• Jia, Y., Frank, E., Pfahringer, B., Bifet, A., & Lim, N. (2021). Studying and exploiting the relationship between model accuracy and explanation quality. In N. Oliver, F. Pérez-Cruz, S. Kramer, J. Read, & J. A. Lozano (Eds.), Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2021. Lecture Notes in Computer Science Vol. 12976 (pp. 699-714). Cham: Springer. doi:10.1007/978-3-030-86520-7_43

  Open Access version at:
  https://hdl.handle.net/10289/14561
  Other publications by:
  JIA, Yunzhe (Alvin) :: BIFET FIGUEROL, Albert C :: FRANK, Eibe T :: PFAHRINGER, Bernhard M :: LIM, Jin Sean S (Nick)

• 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

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

• Yap, M. H., Hachiuma, R., Alavi, A., Brüngel, R., Cassidy, B., Goyal, M., . . . Frank, E. (2021). Deep learning in diabetic foot ulcers detection: A comprehensive evaluation. Computers in Biology and Medicine, 135, 104596. doi:10.1016/j.compbiomed.2021.104596

  Open Access version at:
  https://hdl.handle.net/10289/14444
  Other publications by:
  FRANK, Eibe T

• 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

• Gouk, H., Frank, E., Pfahringer, B., & Cree, M. J. (2021). Regularisation of neural networks by enforcing Lipschitz continuity. Machine Learning, 110, 393-416. doi:10.1007/s10994-020-05929-w

  Open Access version at:
  https://hdl.handle.net/10289/14147
  Other publications by:
  FRANK, Eibe T :: PFAHRINGER, Bernhard M :: CREE, Michael J

• Bull, D., Lim, N., & Frank, E. (2021). Perceptual improvements for Super-Resolution of Satellite Imagery. In M. J. Cree (Ed.), Proc 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ) (pp. 1-6). Tauranga, NZ: IEEE. doi:10.1109/ivcnz54163.2021.9653355

  Other publications by:
  LIM, Jin Sean S (Nick) :: FRANK, Eibe T

• Cassidy, B., Reeves, N. D., Pappachan, J. M., Gillespie, D., O'Shea, C., Rajbhandari, S., . . . Yap, M. H. (2021). The DFUC 2020 dataset: Analysis towards diabetic foot ulcer detection. European Endocrinology, 1(1), 5-11. doi:10.17925/EE.2021.1.1.5

  Other publications by:
  FRANK, Eibe T

• Compton, R., Frank, E., Patros, P., & Koay, A. (2020). Embedding Java classes with code2vec: improvements from variable obfuscation. In Proc IEEE/ACM 17th International Conference on Mining Software Repositories (MSR 2020) (pp. 243-253). New York, NY: ACM. doi:10.1145/3379597.3387445

  Open Access version at:
  https://hdl.handle.net/10289/13618
  Other publications by:
  FRANK, Eibe T :: PATROS, Panagiotis (Panos) :: KOAY, Abigail M Y

• Mayo, M., & Frank, E. (2020). Improving naive Bayes for regression with optimised artificial surrogate data. Applied Artificial Intelligence, 34(6), 484--514. doi:10.1080/08839514.2020.1726615

  Open Access version at:
  https://hdl.handle.net/10289/12514
  Other publications by:
  MAYO, Michael J :: FRANK, Eibe T

• Wang, H., Gouk, H., Frank, E., Pfahringer, B., & Mayo, M. (2020). A comparison of machine learning methods for cross-domain few-shot learning. In M. Gallagher, N. Moustafa, & E. Lakshika (Eds.), Proc 33rd Australasian Joint Conference on Advances in Artificial Intelligence (AI 2020), LNAI 12576 (pp. 445-457). Cham: Springer. doi:10.1007/978-3-030-64984-5_35

  Other publications by:
  WANG, Hongyu :: FRANK, Eibe T :: PFAHRINGER, Bernhard M :: MAYO, Michael J

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