Ensemble k-nearest neighbors based on centroid displacement AX Wang, SS Chukova, BP Nguyen Information Sciences 629, 313-323, 2023 | 50 | 2023 |
Churn prediction using ensemble learning AX Wang, SS Chukova, BP Nguyen Proceedings of the 4th international conference on machine learning and soft …, 2020 | 24 | 2020 |
Synthetic minority oversampling using edited displacement-based k-nearest neighbors AX Wang, SS Chukova, BP Nguyen Applied Soft Computing 148, 110895, 2023 | 20 | 2023 |
Implementation and Analysis of Centroid Displacement-Based k-Nearest Neighbors AX Wang, SS Chukova, BP Nguyen International Conference on Advanced Data Mining and Applications, 431-443, 2022 | 12 | 2022 |
Herpes zoster vaccine effectiveness against herpes zoster and postherpetic neuralgia in New Zealand: a retrospective cohort study JF Mbinta, AX Wang, BP Nguyen, J Paynter, PMA Awuni, R Pine, ... The Lancet Regional Health–Western Pacific 31, 2023 | 10 | 2023 |
Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand’s Integrated Data Infrastructure AX Wang, SS Chukova, A Sporle, BJ Milne, CR Simpson, BP Nguyen Information Processing & Management 61 (1), 103558, 2024 | 8 | 2024 |
Challenges and opportunities of generative models on tabular data AX Wang, SS Chukova, CR Simpson, BP Nguyen Applied Soft Computing, 112223, 2024 | 4 | 2024 |
Data-centric AI to Improve Early Detection of Mental Illness AX Wang, SS Chukova, CR Simpson, BP Nguyen 2023 IEEE Statistical Signal Processing Workshop (SSP), 369-373, 2023 | 4 | 2023 |
Data-Centric AI to Improve Churn Prediction with Synthetic Data AX Wang, SS Chukova, BP Nguyen 2023 3rd International Conference on Computer, Control and Robotics (ICCCR …, 2023 | 3 | 2023 |
Herpes zoster vaccine safety in the Aotearoa New Zealand population: a self-controlled case series study JF Mbinta, AX Wang, BP Nguyen, J Paynter, PMA Awuni, R Pine, ... Nature Communications 14 (1), 4330, 2023 | 2 | 2023 |
Early Detection of Depression Using Machine Learning and Social Well-Being Survey Data AX Wang, BP Nguyen, T Elliott, JF Mbinta, A Sporle, CR Simpson 2024 16th International Conference on Computer and Automation Engineering …, 2024 | 1 | 2024 |
Zoster vaccine effectiveness against zoster and postherpetic neuralgia in New Zealand: a retrospective cohort study J Mbinta, A Wang, B Nguyen, J Paynter, PM Awuni, R Pine, A Sporle, ... AUSTRALIAN JOURNAL OF PRIMARY HEALTH 28 (4), XXXVIII-XXXVIII, 2022 | 1 | 2022 |
Blending is all you need: Data-centric ensemble synthetic data AX Wang, CR Simpson, BP Nguyen Information Sciences, 121610, 2024 | | 2024 |
Data-Centric AI: Tabular Data Synthesis with Deep Generative Models AX Wang Open Access Te Herenga Waka-Victoria University of Wellington, 2024 | | 2024 |
Enhancing Data Governance through Data-Centric AI: Case Study in New Zealand Government Sector AX Wang, CR Simpson, BP Nguyen 2024 16th International Conference on Computer and Automation Engineering …, 2024 | | 2024 |
Application of Machine Learning in Predicting All-Cause Mortality in Patients With Left Ventricular Assist Device VT Truong, B Nguyen, AX Wang, P Dai, V Patel, M Ahmad, MS Siddique, ... Circulation 148 (Suppl_1), A18204-A18204, 2023 | | 2023 |
Herpes zoster vaccines effectiveness against herpes zoster and postherpetic neuralgia J Mbinta, A Wang, B Nguyen, J Paynter, PM Awuni, R Pine, A Sporle, ... | | |