The SINGAPORE DATA SCIENCE CONSORTIUM (SDSC) DISSERTATION RESEARCH FELLOWSHIP aims to promote and recognise innovative and impactful data science thesis work of PhD students. This annual programme will provide up to ten (10) cash awards of S$10,000 for doctoral students at Singapore universities. The cash awards can be used to support research initiatives that are related to data science and involve the use of real-world data sets.

Click on the links below to view the research and video presentations done by the 2020 awardees:

Berend David Christopher – Enhancing Trustworthiness of AI Systems with Out-of-Distribution Detection & Generalization

Hasnain Ali – Data-Driven and Learning-Based Airport Traffic Control

Le Trung Hoang – Mining Product Textual Data for Recommendation Explanations

Liang Yuxuan – Learning Human Mobility with Deep Spatio-Temporal Neural Networks

Lim Xiang Hui Nicholas – User Preference Modelling for Recommendation

Liu Siqi – Applying Machine Learning Models as Clinical Decision Support (CDS) Tools to Assist Clinician’s Decision Making in Critical Care

Low Ching Nam Raymond – Data Issues in Urban Freight Studies

Wang Yiwei – Towards Effective Neural Networks on Graph Data

Zhang Huaizheng – Towards Efficient Model Deployment and Serving of Deep Neural Network

Zhou Daquan – Efficient Architecture Design for Deep Neural Networks