Items where Author is "Hofmeyr, David P."

Journal Article

van der Westhuizen, Stephan and Heuvelink, Gerard B. M. and Hofmeyr, David P. and Poggio, Laura and Nussbaum, Madlene and Brungard, Colby (2024) Mapping soil thickness by accounting for right‐censored data with survival probabilities and machine learning. European Journal of Soil Science, 75 (5): e13589. ISSN 1351-0754

Hofmeyr, David P. (2023) Incremental estimation of low-density separating hyperplanes for clustering large data sets. Pattern Recognition, 139: 109471. ISSN 0031-3203

van der Westhuizen, Stephan and Heuvelink, Gerard B.M. and Hofmeyr, David P. (2023) Multivariate random forest for digital soil mapping. Geoderma, 431: 116365. ISSN 0016-7061

Hofmeyr, David P. and Kamper, Francois and Melonas, Michail C. (2023) Optimal projections for Gaussian discriminants. Advances in Data Analysis and Classification, 17 (1). pp. 43-73.

van der Westhuizen, Stephan and Heuvelink, Gerard B.M. and Hofmeyr, David P. and Poggio, Laura (2022) Measurement error-filtered machine learning in digital soil mapping. Spatial Statistics, 47: 100572. ISSN 2211-6753

Hofmeyr, David P. (2021) Fast Exact Evaluation of Univariate Kernel Sums. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43 (2): 8769884. pp. 447-458. ISSN 0162-8828

Hofmeyr, David P. (2020) Degrees of freedom and model selection for k-means clustering. Computational Statistics & Data Analysis, 149: 106974.