Alex X. Wang - Dissemin

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All papers authored by Alex X. Wang

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2025 Alex X. Wang

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, Colin R. Simpson, Binh P. Nguyen

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

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2024 Alex X. Wang

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, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen

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Challenges and opportunities of generative models on tabular data

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This paper was not found in any repository; the policy of its publisher is unknown or unclear.

Alex X. Wang

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Data-Centric AI: Tabular Data Synthesis with Deep Generative Models

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Alex X. Wang

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, Binh P. Nguyen, Tom Elliott, James F. Mbinta

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, Andrew Sporle, Colin R. Simpson

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

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Alex X. Wang

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, Colin R. Simpson, Binh P. Nguyen

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

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Alex Xing Wang

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, Stefanka S. Chukova, Andrew Sporle

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, Barry J. Milne

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, Colin R. Simpson, Binh P. Nguyen

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

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2023 Vien T. Truong, Binh Nguyen

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, Alex Xing X. Wang

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, Phan Dai, Vivek Patel, Mansoor Ahmad, Muhammad Saad Siddique, Syed Muhammad Usama, Avilash Mondal, Kevin Quach, Durgesh Agrawal, Syed Fahad Shah, Sonela Skenderi, Thomas Metkus, Sunil Dhar and 1 other authors

Abstract 18204: Application of Machine Learning in Predicting All-Cause Mortality in Patients With Left Ventricular Assist Device

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Alex X. Wang

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, Stefanka S. Chukova, Binh P. Nguyen

ORCID

Synthetic minority oversampling using edited displacement-based k-nearest neighbors

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James F. Mbinta

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, Alex X. Wang

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, Binh P. Nguyen

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, Janine Paynter

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, Prosper Mandela A. Awuni

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, Andrew A. Sporle

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, Colin R. Simpson

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Herpes zoster vaccine safety in the Aotearoa New Zealand population: a self-controlled case series study

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This paper was not found in any repository, but could be made available legally by the author.

Alex X. Wang

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, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen

ORCID

Data-centric AI to Improve Early Detection of Mental Illness

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Alex X. Wang

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, Stefanka S. Chukova, Binh P. Nguyen

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Ensemble k-nearest neighbors based on centroid displacement

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Alex X. Wang

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, Stefanka S. Chukova, Binh P. Nguyen

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Data-Centric AI to Improve Churn Prediction with Synthetic Data

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James F. Mbinta

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, Alex X. Wang

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, Binh P. Nguyen

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, Janine Paynter, Prosper Mandela A. Awuni, Russell Pine, Andrew A. Sporle, Colin R. Simpson

Herpes zoster vaccine effectiveness against herpes zoster and postherpetic neuralgia in New Zealand: a retrospective cohort study

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2022 Alex X. Wang

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, Stefanka S. Chukova

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, Binh P. Nguyen

ORCID

Implementation and Analysis of Centroid Displacement-Based k-Nearest Neighbors

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This paper was not found in any repository; the policy of its publisher is unknown or unclear.

2020 Xing Wang

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, Khang Nguyen, Binh P. Nguyen

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Churn Prediction using Ensemble Learning

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