Darren Yates

According to our database, Darren Yates authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The effect of dataset construction and data pre-processing on the eXtreme Gradient Boosting algorithm applied to head rice yield prediction in Australia.

Allister Clarke, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih-Ur Rehman, Rob Walsh

Comput. Electron. Agric., 2024

2023

Data Mining on Smartphones: An Introduction and Survey.

Darren Yates, Md Zahidul Islam

ACM Comput. Surv., 2023

Combined Location Online Weather Data: Easy-to-use Targeted Weather Analysis for Agriculture.

Darren Yates, Christopher Blanchard, Allister Clarke, Sabih-Ur Rehman, Md Zahidul Islam, Russell Ford, Rob Walsh

CoRR, 2023

2021

FastForest: Increasing random forest processing speed while maintaining accuracy.

Darren Yates, Md Zahidul Islam

Inf. Sci., 2021

PostMatch: A Framework for Efficient Address Matching.

Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere

Proceedings of the Data Mining, 2021

2019

Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health.

Darren Yates, Md Zahidul Islam

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets.

Darren Yates, Md Zahidul Islam, Junbin Gao

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018

Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones.

Darren Yates, Md Zahidul Islam, Junbin Gao

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

SPAARC: A Fast Decision Tree Algorithm.

Darren Yates, Md Zahidul Islam, Junbin Gao

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018