Darren Yates

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Programmable Graphics Hardware

Decision Tree Algorithm

Processing Speed

Top Venues

Comput. Electron. Agric.

Publications

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) (2024)
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 (2024)
Darren Yates, Md Zahidul Islam
Data Mining on Smartphones: An Introduction and Survey. ACM Comput. Surv. 55 (5) (2023)
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 (2023)
Darren Yates, Md Zahidul Islam
FastForest: Increasing random forest processing speed while maintaining accuracy. Inf. Sci. 557 (2021)
Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere
PostMatch: A Framework for Efficient Address Matching. AusDM (2021)
Darren Yates, Md Zahidul Islam
FastForest: Increasing Random Forest Processing Speed While Maintaining Accuracy. CoRR (2020)
Darren Yates, Md Zahidul Islam, Junbin Gao
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. ADMA (2019)
Darren Yates, Md Zahidul Islam
Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health. AusDM (2019)
Darren Yates, Md Zahidul Islam, Junbin Gao
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. CoRR (2019)
Darren Yates, Md Zahidul Islam, Junbin Gao
Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones. AusDM (2018)
Darren Yates, Md Zahidul Islam, Junbin Gao
SPAARC: A Fast Decision Tree Algorithm. AusDM (2018)