Geoffrey Holmes
University of Waikato
H-index: 59
Oceania-New Zealand
Top articles of Geoffrey Holmes
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
NEWS FROM | Champion | Arthur Allen | 2010/4 |
Chemometric models for high-throughput biomass grading of the kelp Ecklonia radiata, using mid-infrared (MIR) and near-infrared (NIR) spectroscopy | Algal Research | Jacob Nepper-Davidsen Marie Magnusson Rebecca J Lawton Dale Fletcher Geoffrey Holmes | 2024/1/1 |
Feature extractor stacking for cross-domain few-shot learning | Machine Learning | Hongyu Wang Eibe Frank Bernhard Pfahringer Michael Mayo Geoffrey Holmes | 2024/1 |
Self-trained Centroid Classifiers for Semi-supervised Cross-domain Few-shot Learning | Hongyu Wang Eibe Frank Bernhard Pfahringer Geoffrey Holmes | 2023/11/20 | |
Augmenting NIR Spectra in deep regression to improve calibration | Chemometrics and Intelligent Laboratory Systems | Mark Wohlers Andrew McGlone Eibe Frank Geoffrey Holmes | 2023/9/15 |
Image classification using class-agnostic object detection | Geoffrey Holmes Eibe Frank Dale Fletcher | 2023/6/1 | |
Machine learning for data streams: with practical examples in MOA | Albert Bifet Ricard Gavalda Geoffrey Holmes Bernhard Pfahringer | 2023/5/9 | |
GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles | PeerJ Computer Science | Rory Mitchell Eibe Frank Geoffrey Holmes | 2022 |
Efficiently correcting machine learning: considering the role of example ordering in human-in-the-loop training of image classification models | Geoff Holmes Eibe Frank Dale Fletcher Corey Sterling | 2022/3/22 | |
Bandwidth-optimal random shuffling for GPUs | ACM Transactions on Parallel Computing | Rory Mitchell Daniel Stokes Eibe Frank Geoffrey Holmes | 2022/1/31 |
Sampling permutations for shapley value estimation | Journal of Machine Learning Research | Rory Mitchell Joshua Cooper Eibe Frank Geoffrey Holmes | 2022 |
Experiments in cross-domain few-shot learning for image classification | Journal of the Royal Society of New Zealand | Hongyu Wang Henry Gouk Huon Fraser Eibe Frank Bernhard Pfahringer | 2022/4/5 |
A feasibility study of in vivo control and tracking of microrobot using taxicab geometry for direct drug targeting | IEEE Transactions on NanoBioscience | Neda Sharifi Zheng Gong Geoffrey Holmes Yifan Chen | 2021/2/24 |
Classifier chains: A review and perspectives | Jesse Read Bernhard Pfahringer Geoffrey Holmes Eibe Frank | 2021/2/11 | |
Quantitative mineral mapping of drill core surfaces II: Long-wave infrared mineral characterization using μXRF and machine learning | Economic Geology | Rocky D Barker Shaun LL Barker Matthew J Cracknell Elizabeth D Stock Geoffrey Holmes | 2021/6/1 |
An empirical study of moment estimators for quantile approximation | ACM Transactions on Database Systems (TODS) | Rory Mitchell Eibe Frank Geoffrey Holmes | 2021/3/18 |
Blind Obstacle Avoidance Using Taxicab Geometry for NanorobotAssisted Direct Drug Targeting | Neda Sharifi Muhammad Ali Geoffrey Holmes Yifan Chen | 2020/7/20 | |
Drug delivery via nanomachines | Encyclopedia of Wireless Networks | Yifan Chen Yu Zhou Neda Sharifi Ross Murch Geoffrey Holmes | 2020 |
