Yi-Fan Zhang
Yi-Fan Zhang
Postdoctoral Fellow, CSIRO
Verified email at csiro.au - Homepage
TitleCited byYear
Data-aware task scheduling for all-to-all comparison problems in heterogeneous distributed systems
YF Zhang, YC Tian, C Fidge, W Kelly
Journal of parallel and distributed computing 93, 87-101, 2016
102016
Applying Multi-Layer Artificial Neural Network and Mutual Information to the Prediction of Trends in Dissolved Oxygen
YF Zhang, P Fitch, PM Vilas, P Thorburn
Frontiers in Environmental Science 7, 46, 2019
82019
A distributed computing framework for all-to-all comparison problems
YF Zhang, YC Tian, W Kelly, C Fidge
IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society …, 2014
82014
SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data
YF Zhang, P Thorburn, W Xiang, P Fitch
IEEE Internet of Things Journal 6 (4), 6618-6628, 2019
62019
Scalable and efficient data distribution for distributed computing of all-to-all comparison problems
YF Zhang, YC Tian, W Kelly, C Fidge
Future Generation Computer Systems 67, 152-162, 2017
62017
Application of simulated annealing to data distribution for all-to-all comparison problems in homogeneous systems
YF Zhang, YC Tian, W Kelly, C Fidge, J Gao
Lecture Notes in Computer Science (LNCS) 9491, 683-691, 2015
32015
Multi-Task Temporal Convolutional Network for Predicting Water Quality Sensor Data
YF Zhang, P Thorburn, P Fitch
Communications in Computer and Information Science (CCIS) 1142, 122-130, 2019
22019
HELPING FARMERS MITIGATE NUTRIENT LOSSES TO THE GREAT BARRIER REEF THROUGH “DIGITAL AGRICULTURE”
P Thorburn, P Fitch, YF Zhang, Y Shendryk, T Webster, J Biggs, M Mooij, ...
Occasional Report 32, 6, 2019
22019
Distributed computing of all-to-all comparison problems in heterogeneous systems
YF Zhang, YC Tian, W Kelly, C Fidge
IECON 2015-41st Annual Conference of the IEEE Industrial Electronics Society …, 2015
22015
Predicting the Trend of Dissolved Oxygen based on kPCA-RNN Model
YF Zhang, P Fitch, P Thorburn
Water 12 (2), 585, 2020
12020
Active Fault-Tolerant Control for Discrete Vehicle Active Suspension via Reduced-Order Observer
SY Han, J Zhou, YH Chen, YF Zhang, GY Tang, L Wang
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020
2020
Machine Learning Approaches to Improve and Predict Water Quality Data
YF Zhang, P Thorburn, P Fitch
The 23rd International Congress on Modelling and Simulation (MODSIM2019 …, 2019
2019
‘Digital agriculture’helping farmers reduce impacts of cropping on the Great Barrier Reef
PJ Thorburn, P Fitch, YF Zhang, Y Shendryk, T Webster, J Biggs, M Mooij, ...
19th Australian Society of Agronomy Conference, 2019
2019
A Deep Learning Approach for Recovering Missing Time Series Sensor Data
YF Zhang, P Fitch, P Thorburn
AGU Fall Meeting, H53P-1809, 2018
2018
Real-time provision of water quality information to support farmers optimising their crop management
YF Zhang, P Fitch, AJ Webster, AM Davis, PJ Thorburn, SJ Macdonald
2018 conference of the Australian society of sugar cane technologists 40, 316, 2018
2018
Data distribution and task scheduling for distributed computing of all-to-all comparison problems
YF Zhang, YC Tian, C Fidge, W Kelly
Queensland University of Technology, 2016
2016
A pair-based distributed storage system and related method for large-scale data sets
YF Zhang
CN Patent CN106,445,403 A, 2015
2015
A distributed computing system and related strategies for processing all-to-all comparison problems with large-scale data sets
YF Zhang
CN Patent CN103,942,235 A, 2014
2014
A framework for airborne aviation software safety requirements analysis
YF Zhang, X Bao, M Lu, B Liu
Proceeding of the 1st International Symposium on Aircraft Airworthiness …, 2009
2009
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Articles 1–19