Yi-Fan Zhang

According to our database, Yi-Fan Zhang authored at least 14 papers between 2014 and 2022.

Collaborative distances:

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

2022

Handling missing data in near real-time environmental monitoring: A system and a review of selected methods.

Yi-Fan Zhang, Peter J. Thorburn

Future Gener. Comput. Syst., 2022

A deep surrogate model with spatio-temporal awareness for water quality sensor measurement.

Yi-Fan Zhang, Peter J. Thorburn

Expert Syst. Appl., 2022

2021

Active Fault-Tolerant Control for Discrete Vehicle Active Suspension Via Reduced-Order Observer.

Shi-Yuan Han, Jin Zhou, Yuehui Chen, Yi-Fan Zhang, Gong-You Tang, Lin Wang

IEEE Trans. Syst. Man Cybern. Syst., 2021

Consensus Forecast of Rainfall Using Hybrid Climate Learning Model.

Neethu Madhukumar, Eric Wang, Yi-Fan Zhang, Wei Xiang

IEEE Internet Things J., 2021

A dual-head attention model for time series data imputation.

Yi-Fan Zhang, Peter J. Thorburn

Comput. Electron. Agric., 2021

2020

1622WQ: A web-based application to increase farmer awareness of the impact of agriculture on water quality.

Maria P. Vilas, Peter J. Thorburn, Simon Fielke, Tony Webster, Martijn Mooij, Jody S. Biggs, Yi-Fan Zhang, Adam Adham, Aaron Davis, Bertrand Dungan, Roger Butler, Peter Fitch

Environ. Model. Softw., 2020

ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-step-Ahead Time-Series Forecasting.

Joel Janek Dabrowski, Yi-Fan Zhang, Ashfaqur Rahman

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data.

Yi-Fan Zhang, Peter J. Thorburn, Wei Xiang, Peter Fitch

IEEE Internet Things J., 2019

Multi-task Temporal Convolutional Network for Predicting Water Quality Sensor Data.

Yi-Fan Zhang, Peter J. Thorburn, Peter Fitch

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2017

Scalable and efficient data distribution for distributed computing of all-to-all comparison problems.

Yi-Fan Zhang, Yu-Chu Tian, Wayne Kelly, Colin J. Fidge

Future Gener. Comput. Syst., 2017

2016

Data-aware task scheduling for all-to-all comparison problems in heterogeneous distributed systems.

Yi-Fan Zhang, Yu-Chu Tian, Colin J. Fidge, Wayne Kelly

J. Parallel Distributed Comput., 2016

2015

Distributed computing of all-to-all comparison problems in heterogeneous systems.

Yi-Fan Zhang, Yu-Chu Tian, Wayne Kelly, Colin J. Fidge

Proceedings of the IECON 2015, 2015

Application of Simulated Annealing to Data Distribution for All-to-All Comparison Problems in Homogeneous Systems.

Yi-Fan Zhang, Yu-Chu Tian, Wayne Kelly, Colin J. Fidge, Jing Gao

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

A distributed computing framework for All-to-All comparison problems.

Yi-Fan Zhang, Yu-Chu Tian, Wayne Kelly, Colin J. Fidge

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014