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YiFan Zhang
YiFan Zhang
Data Scientist, LexisNexis Risk Solutions
Verified email at lexisnexisrisk.com - Homepage
Title
Cited by
Cited by
Year
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
722019
Predicting the Trend of Dissolved Oxygen based on kPCA-RNN Model
YF Zhang, P Fitch, P Thorburn
Water 12 (2), 585, 2020
372020
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
322019
ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-step-Ahead Time-Series Forecasting
JJ Dabrowski, YF Zhang, A Rahman
27th International Conference on Neural Information Processing (ICONIP2020 …, 2020
252020
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
172020
1622WQ: A web-based application to increase farmer awareness of the impact of agriculture on water quality
MP Vilas, PJ Thorburn, S Fielke, T Webster, M Mooij, JS Biggs, YF Zhang, ...
Environmental Modelling & Software 132, 104816, 2020
152020
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
152016
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
102014
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
82019
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
82017
Handling missing data in near real-time environmental monitoring: A system and a review of selected methods
Y Zhang, P Thorburn
Future Generation Computer Systems 128, 63-72, 2022
62022
Evolution and application of digital technologies to predict crop type and crop phenology in agriculture
AB Potgieter, Y Zhao, PJ Zarco-Tejada, K Chenu, Y Zhang, K Porker, ...
in silico Plants 3 (1), diab017, 2021
62021
Consensus forecast of rainfall using hybrid climate learning model
N Madhukumar, E Wang, YF Zhang, W Xiang
IEEE Internet of Things Journal 8 (9), 7270-7278, 2020
52020
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
42019
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
42015
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
32015
A dual-head attention model for time series data imputation
YF Zhang, P Thorburn
Computers and Electronics in Agriculture 189, 106377, 2021
22021
‘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
22019
A deep surrogate model with spatio-temporal awareness for water quality sensor measurement
YF Zhang, PJ Thorburn
Expert Systems with Applications 200, 116914, 2022
2022
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
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Articles 1–20