Target-agnostic analytics: Building agile predictive models for big data

Project: Research

Status	Finished
Effective start/end date	1/04/19 → 30/06/22

MiniRocket: a very fast (almost) deterministic transform for time series classification
Dempster, A., Schmidt, D. F. & Webb, G. I., 2021, KDD'21 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Tang, J. & Derr, T. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 248-257 10 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

356 Citations (Scopus)
Neural Topic Model via Optimal Transport
Zhao, H., Phung, D., Huynh, V., Le, T. & Buntine, W., 2021, The Ninth International Conference on Learning Representations. Oh, A., Murray, N. & Titov, I. (eds.). USA: OpenReview, 15 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Open Access
File

43 Citations (Scopus)
Bayesian network classifiers using ensembles and smoothing
Zhang, H., Petitjean, F. & Buntine, W., 30 Mar 2020, In: Knowledge and Information Systems. 62, p. 3457-3480 24 p.
Research output: Contribution to journal › Article › Research › peer-review

15 Citations (Scopus)

Project Details