Shu-Kay Ng

23 papers Misc 3Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Non-IID federated survival analysis with data augmentation and gradient boosted trees.
Appl. Intell.
Xinyi Zhang, Yi Zou, Yanni Huang, Shu-Kay Ng, Hong Wang
2025 J jnl
A Hybrid Bidirectional Deep Learning Model Using HRV for Prediction of ICU Mortality Risk in TBI Patients.
J. Heal. Informatics Res.
A Hasitha Kuruwita, Shu-Kay Ng, Alan Wee-Chung Liew, Kelvin Ross, Brent Richards, Kuldeep Kumar, Luke J. Haseler, Ping Zhang
2025 — conf
Dynamic and Explainable Mortality Risk Prediction for TBI Patients in the ICU.
AIiH (1)
A Hasitha Kuruwita, Shu-Kay Ng, Alan Wee-Chung Liew, Kelvin Ross, Brent Richards, Kuldeep Kumar, Luke J. Haseler, Ping Zhang
2023 J jnl
Deep survival forests for extremely high censored data.
Appl. Intell.
Xuewei Cheng, Sizheng Wang, Hong Wang, Shu-Kay Ng
2022 — conf
Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks.
BIBM
A Hasitha Kuruwita, Shu-Kay Ng, Alan Wee-Chung Liew, Brent Richards, Kelvin Ross, Kuldeep Kumar, Luke J. Haseler, Meghan McConnell, Ping Zhang
2019 J jnl
Unsupervised pattern recognition of mixed data structures with numerical and categorical features using a mixture regression modelling framework.
Pattern Recognit.
Shu-Kay Ng, Richard Tawiah, Geoffrey J. McLachlan
2016 — conf
Finding group structures in "Big Data" in healthcare research using mixture models.
BIBM
Shu-Kay Ng, Geoffrey J. McLachlan
2014 J jnl
Mixture models for clustering multilevel growth trajectories.
Comput. Stat. Data Anal.
Shu-Kay Ng, Geoffrey J. McLachlan
2013 Misc conf
Automatic Segmentation of Molecular Pathology Images Using a Robust Mixture Model with Markov Random Fields.
DICTA
Shu-Kay Ng, Alfred K. Lam
2013 — conf
Using cluster analysis to improve gene selection in the formation of discriminant rules for the prediction of disease outcomes.
BIBM
Shu-Kay Ng, Geoffrey J. McLachlan
2012 J jnl
Clustering of time-course gene expression profiles using normal mixture models with autoregressive random effects.
BMC Bioinform.
Kui Wang, Shu-Kay Ng, Geoffrey J. McLachlan
2010 J jnl
A Very Fast Algorithm for Matrix Factorization
CoRR
Vladimir Nikulin, Tian-Hsiang Huang, Shu-Kay Ng, Suren I. Rathnayake, Geoffrey J. McLachlan
2009 J jnl
A computer graphical user interface for survival mixture modelling of recurrent infections.
Comput. Biol. Medicine
Andy H. Lee, Yun Zhao, Kelvin K. W. Yau, Shu-Kay Ng
2009 — conf
Ensemble Approach for the Classification of Imbalanced Data.
Australasian Conference on Artificial Intelligence
Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay Ng
2009 Misc conf
Multivariate Skew t Mixture Models: Applications to Fluorescence-Activated Cell Sorting Data.
DICTA
Kui Wang, Shu-Kay Ng, Geoffrey J. McLachlan
2007 J jnl
Extension of mixture-of-experts networks for binary classification of hierarchical data.
Artif. Intell. Medicine
Shu-Kay Ng, Geoffrey J. McLachlan
2006 J jnl
A Mixture model with random-effects components for clustering correlated gene-expression profiles.
Bioinform.
Shu-Kay Ng, Geoffrey J. McLachlan, Kui Wang, Liat Ben-Tovim Jones, S.-W. Ng
2006 J jnl
An incremental EM-based learning approach for on-line prediction of hospital resource utilization.
Artif. Intell. Medicine
Shu-Kay Ng, Geoffrey J. McLachlan, Andy H. Lee
2005 — conf
Normalized Gaussian Networks with Mixed Feature Data.
Australian Conference on Artificial Intelligence
Shu-Kay Ng, Geoffrey J. McLachlan
2004 J jnl
Speeding up the EM algorithm for mixture model-based segmentation of magnetic resonance images.
Pattern Recognit.
Shu-Kay Ng, Geoffrey J. McLachlan
2004 J jnl
Using the EM algorithm to train neural networks: misconceptions and a new algorithm for multiclass classification.
IEEE Trans. Neural Networks
Shu-Kay Ng, Geoffrey J. McLachlan
2003 J jnl
On the choice of the number of blocks with the incremental EM algorithm for the fitting of normal mixtures.
Stat. Comput.
Shu-Kay Ng, Geoffrey J. McLachlan
2003 Misc conf
Robust Estimation in Gaussian Mixtures Using Multiresolution Kd-trees.
DICTA
Shu-Kay Ng, Geoffrey J. McLachlan