Yi-Fan Zhang

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 12

Top Topics

Convolutional Network

Distributed Computing

Top Venues

Future Gener. Comput. Syst.

IEEE Internet Things J.

Publications

Yi-Fan Zhang, Peter J. Thorburn
A deep surrogate model with spatio-temporal awareness for water quality sensor measurement. Expert Syst. Appl. 200 (2022)
Yi-Fan Zhang, Peter J. Thorburn
Handling missing data in near real-time environmental monitoring: A system and a review of selected methods. Future Gener. Comput. Syst. 128 (2022)
Neethu Madhukumar, Eric Wang, Yi-Fan Zhang, Wei Xiang
Consensus Forecast of Rainfall Using Hybrid Climate Learning Model. IEEE Internet Things J. 8 (9) (2021)
Yi-Fan Zhang, Peter J. Thorburn
A dual-head attention model for time series data imputation. Comput. Electron. Agric. 189 (2021)
Shi-Yuan Han, Jin Zhou, Yuehui Chen, Yi-Fan Zhang, Gong-You Tang, Lin Wang
Active Fault-Tolerant Control for Discrete Vehicle Active Suspension Via Reduced-Order Observer. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
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
1622WQ: A web-based application to increase farmer awareness of the impact of agriculture on water quality. Environ. Model. Softw. 132 (2020)
Joel Janek Dabrowski, Yi-Fan Zhang, Ashfaqur Rahman
ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series Forecasting. CoRR (2020)
Joel Janek Dabrowski, Yi-Fan Zhang, Ashfaqur Rahman
ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-step-Ahead Time-Series Forecasting. ICONIP (3) (2020)
Yi-Fan Zhang, Peter J. Thorburn, Wei Xiang, Peter Fitch
SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data. IEEE Internet Things J. 6 (4) (2019)
Yi-Fan Zhang, Peter J. Thorburn, Peter Fitch
Multi-task Temporal Convolutional Network for Predicting Water Quality Sensor Data. ICONIP (4) (2019)
Yi-Fan Zhang, Yu-Chu Tian, Wayne Kelly, Colin J. Fidge
Scalable and efficient data distribution for distributed computing of all-to-all comparison problems. Future Gener. Comput. Syst. 67 (2017)
Yi-Fan Zhang, Yu-Chu Tian, Colin J. Fidge, Wayne Kelly
Data-aware task scheduling for all-to-all comparison problems in heterogeneous distributed systems. J. Parallel Distributed Comput. (2016)
Yi-Fan Zhang, Yu-Chu Tian, Wayne Kelly, Colin J. Fidge
Distributed computing of all-to-all comparison problems in heterogeneous systems. IECON (2015)
Yi-Fan Zhang, Yu-Chu Tian, Wayne Kelly, Colin J. Fidge, Jing Gao
Application of Simulated Annealing to Data Distribution for All-to-All Comparison Problems in Homogeneous Systems. ICONIP (3) (2015)
Yi-Fan Zhang, Yu-Chu Tian, Wayne Kelly, Colin J. Fidge
A distributed computing framework for All-to-All comparison problems. IECON (2014)