Colin R. Simpson

According to our database, Colin R. Simpson authored at least 12 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Edge-updating graph neural networks for modeling feature interactions in tabular data.

Pimwipa Charuthamrong, Colin R. Simpson, Binh P. Nguyen

Neural Networks, 2026

2025

Blending is all you need: Data-centric ensemble synthetic data.

Alex X. Wang, Colin R. Simpson, Binh P. Nguyen

Inf. Sci., 2025

Efficient Patient-centric EMR Sharing Block Tree.

Xiaohan Hu, Jyoti Sahni, Colin R. Simpson, Normalia Samian, Winston K. G. Seah

Proceedings of the 25th International Conference on Software Quality, 2025

Generative AI for Tabular Data Synthesis.

Alex X. Wang, Binh P. Nguyen, Colin R. Simpson

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

2024

Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand's Integrated Data Infrastructure.

Alex X. Wang, Stefanka S. Chukova, Andrew Sporle, Barry J. Milne, Colin R. Simpson, Binh P. Nguyen

Inf. Process. Manag., January, 2024

Challenges and opportunities of generative models on tabular data.

Alex X. Wang, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen

Appl. Soft Comput., 2024

Comparative Analysis of Oversampling Techniques and Deep Learning for Imbalanced Tabular Data.

Alex X. Wang, Colin R. Simpson, Binh P. Nguyen

Proceedings of the IEEE Region 10 Conference, 2024

Enhancing Data Governance through Data-Centric AI: Case Study in New Zealand Government Sector.

Alex X. Wang, Colin R. Simpson, Binh P. Nguyen

Proceedings of the 16th International Conference on Computer and Automation Engineering, 2024

Early Detection of Depression Using Machine Learning and Social Well-Being Survey Data.

Alex X. Wang, Binh P. Nguyen, Tom Elliott, James F. Mbinta, Andrew Sporle, Colin R. Simpson

Proceedings of the 16th International Conference on Computer and Automation Engineering, 2024

2023

Data-centric AI to Improve Early Detection of Mental Illness.

Alex X. Wang, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

2021

Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings.

Quang H. Nguyen, Binh P. Nguyen, Trung B. Nguyen, Trang T. T. Do, James F. Mbinta, Colin R. Simpson

Biomed. Signal Process. Control., 2021

2019

Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records.

Binh P. Nguyen, Hung N. Pham, Hop Tran, Nhung Nghiem, Quang H. Nguyen, Trang T. T. Do, Cao Truong Tran, Colin R. Simpson

Comput. Methods Programs Biomed., 2019