Understanding People Relationship: Analysis of Digitised Historical Newspaper Articles. - Sharon Torao-Pingi; Richi Nayak (Australasian Conference on Artificial Intelligence, 2015)

A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets. - Sharon Torao-Pingi; Md. Abul Bashar; Richi Nayak (AusDM, 2022)

Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data. - Sharon Torao-Pingi; Duoyi Zhang; Md. Abul Bashar; Richi Nayak (Data Sci. Eng., 2024)

Conditional Generative Adversarial Network for Early Classification of Longitudinal Datasets Using an Imputation Approach. - Sharon Torao-Pingi; Richi Nayak; Md. Abul Bashar (ACM Trans. Knowl. Discov. Data, 2024)

Imputation of Longitudinal Data Using GANs: Challenges and Implications for Classification. - Sharon Torao-Pingi; Md. Abul Bashar; Richi Nayak (CoRR, 2025)