Colin R. Simpson

According to our database, Colin R. Simpson authored at least 8 papers between 2019 and 2025.

Collaborative distances:

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

2025

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

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

Inf. Sci., 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

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