Research Fellow

3 days ago

Singapore Nanyang Technological University Full time

Key Responsibilities:
- Preprocess real brain imaging data for further analytical tasks;- Perform literature review and background study on graph analytics for brain network analysis;- Design novel and effective Data Mining & Machine Learning techniques (e.g., GNN-based models) for brain network analysis, develop/implement prototypes of the solutions, and validate their effectiveness empirically;- Publish the research work in top-tier research venues.

Job Requirements:
- Possess PhD degree in Computer Science, or a related discipline with a focus on Machine Learning, Data Mining, or Statistics.- Experiences in designing and developing graph analytics and/or brain network analysis technologies, in particular in GNN models.- Good programming skills in e.g., Python, Matlab, C++, etc.- Good interpersonal skills.- Excellent teamwork awareness.- Good communication and writing in English.- Strong research experience will be a plus.

Hiring Institution: NTU

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