Zhen He
Zhen He
Associate Professor, La Trobe University
Verified email at
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Cited by
Pulmonary nodule classification with deep residual networks
A Nibali, Z He, D Wollersheim
International journal of computer assisted radiology and surgery 12, 1799-1808, 2017
Numerical coordinate regression with convolutional neural networks
A Nibali, Z He, S Morgan, L Prendergast
arXiv preprint arXiv:1801.07372, 2018
The effectiveness of adaptive difficulty adjustments on students' motivation and learning in an educational computer game
S Sampayo-Vargas, CJ Cope, Z He, GJ Byrne
Computers & Education 69, 452-462, 2013
3d human pose estimation with 2d marginal heatmaps
A Nibali, Z He, S Morgan, L Prendergast
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1477-1485, 2019
Distributed training of deep learning models: A taxonomic perspective
M Langer, Z He, W Rahayu, Y Xue
IEEE Transactions on Parallel and Distributed Systems 31 (12), 2802-2818, 2020
Top-k most influential locations selection
J Huang, Z Wen, J Qi, R Zhang, J Chen, Z He
Proceedings of the 20th ACM international conference on Information and …, 2011
Aggregation in sensor networks with a user-provided quality of service goal
Z He, BS Lee, XS Wang
Information Sciences 178 (9), 2128-2149, 2008
Semi-supervised learning for medical image classification using imbalanced training data
T Huynh, A Nibali, Z He
Computer methods and programs in biomedicine 216, 106628, 2022
Trajic: An effective compression system for trajectory data
A Nibali, Z He
IEEE Transactions on Knowledge and Data Engineering 27 (11), 3138-3151, 2015
Boosting moving object indexing through velocity partitioning
T Nguyen, Z He, R Zhang, P Ward
arXiv preprint arXiv:1205.6697, 2012
Continuous video to simple signals for swimming stroke detection with convolutional neural networks
B Victor, Z He, S Morgan, D Miniutti
Proceedings of the IEEE conference on computer vision and pattern …, 2017
The safest path via safe zones
S Aljubayrin, J Qi, CS Jensen, R Zhang, Z He, Z Wen
2015 IEEE 31st International Conference on Data Engineering, 531-542, 2015
Wheat physiology predictor: predicting physiological traits in wheat from hyperspectral reflectance measurements using deep learning
RT Furbank, V Silva-Perez, JR Evans, AG Condon, GM Estavillo, W He, ...
Plant Methods 17, 1-15, 2021
MPCA SGD—a method for distributed training of deep learning models on spark
M Langer, A Hall, Z He, W Rahayu
IEEE Transactions on Parallel and Distributed Systems 29 (11), 2540-2556, 2018
Self-tuning cost modeling of user-defined functions in an object-relational DBMS
Z He, BS Lee, R Snapp
ACM Transactions on Database Systems (TODS) 30 (3), 812-853, 2005
Real-time continuous intersection joins over large sets of moving objects using graphic processing units
PGD Ward, Z He, R Zhang, J Qi
The VLDB Journal 23, 965-985, 2014
Extraction and classification of diving clips from continuous video footage
A Nibali, Z He, S Morgan, D Greenwood
Proceedings of the IEEE conference on computer vision and pattern …, 2017
Compressed histograms with arbitrary bucket layouts for selectivity estimation
D Fuchs, Z He, BS Lee
Information Sciences 177 (3), 680-702, 2007
Mining partial periodic correlations in time series
Z He, XS Wang, BS Lee, ACH Ling
Knowledge and Information systems 15, 31-54, 2008
Mcjoin: A memory-constrained join for column-store main-memory databases
SK Begley, Z He, YPP Chen
Proceedings of the 2012 ACM SIGMOD International Conference on Management of …, 2012
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