Colin R. Simpson

13 papers C 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Edge-updating graph neural networks for modeling feature interactions in tabular data.
Neural Networks
Pimwipa Charuthamrong, Colin R. Simpson, Binh P. Nguyen
2025 J jnl
Blending is all you need: Data-centric ensemble synthetic data.
Inf. Sci.
Alex X. Wang, Colin R. Simpson, Binh P. Nguyen
2025 — conf
Efficient Patient-centric EMR Sharing Block Tree.
QRS Companion
Xiaohan Hu, Jyoti Sahni, Colin R. Simpson, Normalia Samian, Winston K. G. Seah
2025 J jnl
Efficient patient-centric EMR sharing block tree.
CoRR
Xiaohan Hu, Jyoti Sahni, Colin R. Simpson, Normalia Samian, Winston K. G. Seah
2025 — conf
Generative AI for Tabular Data Synthesis.
PAKDD (4)
Alex X. Wang, Binh P. Nguyen, Colin R. Simpson
2024 J jnl
Challenges and opportunities of generative models on tabular data.
Appl. Soft Comput.
Alex X. Wang, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen
2024 C conf
Comparative Analysis of Oversampling Techniques and Deep Learning for Imbalanced Tabular Data.
TENCON
Alex X. Wang, Colin R. Simpson, Binh P. Nguyen
2024 — conf
Early Detection of Depression Using Machine Learning and Social Well-Being Survey Data.
ICCAE
Alex X. Wang, Binh P. Nguyen, Tom Elliott, James F. Mbinta, Andrew Sporle, Colin R. Simpson
2024 — conf
Enhancing Data Governance through Data-Centric AI: Case Study in New Zealand Government Sector.
ICCAE
Alex X. Wang, Colin R. Simpson, Binh P. Nguyen
2024 J jnl
Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand's Integrated Data Infrastructure.
Inf. Process. Manag.
Alex X. Wang, Stefanka S. Chukova, Andrew Sporle, Barry J. Milne, Colin R. Simpson, Binh P. Nguyen
2023 — conf
Data-centric AI to Improve Early Detection of Mental Illness.
SSP
Alex X. Wang, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen
2021 J jnl
Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings.
Biomed. Signal Process. Control.
Quang H. Nguyen, Binh P. Nguyen, Trung B. Nguyen, Trang T. T. Do, James F. Mbinta, Colin R. Simpson
2019 J jnl
Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records.
Comput. Methods Programs Biomed.
Binh P. Nguyen, Hung N. Pham, Hop Tran, Nhung Nghiem, Quang H. Nguyen, Trang T. T. Do, Cao Truong Tran, Colin R. Simpson