151 citations · 210 across the 13 of their papers we have counts for
3 papers · 1 filter
Imputation of Longitudinal Data Using GANs: Challenges and Implications for Classification
Sharon Torao Pingi, Md Abul Bashar, Richi Nayak
Longitudinal data is commonly utilised across various domains, such as health, biomedical, education and survey studies. This ubiquity has led to a rise in statistical, machine and…
ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN
Md Abul Bashar, Richi Nayak
Anomaly detection in time series data, to identify points that deviate from normal behaviour, is a common problem in various domains such as manufacturing, medical imaging, and cyb…
Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty
Md Abul Bashar, Astin-Walmsley Kieren, Heath Kerina +1
Predicting a customer's propensity-to-pay at an early point in the revenue cycle can provide organisations many opportunities to improve the customer experience, reduce hardship an…