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2020 – today
- 2024
[j4]Allister Clarke
, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih ur Rehman, Rob Walsh:
The effect of dataset construction and data pre-processing on the eXtreme Gradient Boosting algorithm applied to head rice yield prediction in Australia. Comput. Electron. Agric. 219: 108716 (2024)- [j3]Allister Clarke, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih ur Rehman, Rob Walsh:
Integrating Climate and Satellite Data for Multi-Temporal Pre-Harvest Prediction of Head Rice Yield in Australia. Remote. Sens. 16(10): 1815 (2024) - 2023
- [j2]Darren Yates, Md Zahidul Islam:
Data Mining on Smartphones: An Introduction and Survey. ACM Comput. Surv. 55(5): 101:1-101:38 (2023) - [i3]Darren Yates, Christopher Blanchard, Allister Clarke, Sabih ur Rehman, Md Zahidul Islam, Russell Ford, Rob Walsh:
Combined Location Online Weather Data: Easy-to-use Targeted Weather Analysis for Agriculture. CoRR abs/2302.06142 (2023) - 2021
- [j1]Darren Yates, Md Zahidul Islam:
FastForest: Increasing random forest processing speed while maintaining accuracy. Inf. Sci. 557: 130-152 (2021) - [c5]Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere:
PostMatch: A Framework for Efficient Address Matching. AusDM 2021: 136-151 - 2020
- [i2]Darren Yates, Md Zahidul Islam:
FastForest: Increasing Random Forest Processing Speed While Maintaining Accuracy. CoRR abs/2004.02423 (2020)
2010 – 2019
- 2019
- [c4]Darren Yates, Md Zahidul Islam, Junbin Gao:
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. ADMA 2019: 828-838 - [c3]Darren Yates, Md Zahidul Islam:
Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health. AusDM 2019: 235-246 - [i1]Darren Yates, Md Zahidul Islam, Junbin Gao:
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. CoRR abs/1906.03773 (2019) - 2018
- [c2]Darren Yates, Md Zahidul Islam, Junbin Gao:
SPAARC: A Fast Decision Tree Algorithm. AusDM 2018: 43-55 - [c1]Darren Yates, Md Zahidul Islam, Junbin Gao:
Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones. AusDM 2018: 331-343
Coauthor Index
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