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Australia

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Education and qualifications (2)

Australian National University: Canberra, ACT, AU

2020-08-31 to present | PhD Candidate (School of Computing)
Qualification
Source: Self-asserted source
Tommy Liu

The Australian National University: Canberra, ACT, AU

2017-02-24 to 2020-07-16 | Bachelor of Advanced Computing (Research and Development) (College of Engineering and Computer Science)
Education
Source: Self-asserted source
Tommy Liu

Works (4)

Understanding the importance of individual samples and their effects on materials data using explainable artificial intelligence

Digital Discovery
2024 | Journal article
Contributors: Tommy Liu; Zhi Yang Tho; Amanda S. Barnard
Source: check_circle
Crossref

The emergent role of explainable artificial intelligence in the materials sciences

Cell Reports Physical Science
2023-10 | Journal article
Contributors: Tommy Liu; Amanda S. Barnard
Source: check_circle
Crossref

Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis

Journal of Biomedical Informatics
2023-05 | Journal article
Contributors: Weitong Huang; Hanna Suominen; Tommy Liu; Gregory Rice; Carlos Salomon; Amanda S. Barnard
Source: check_circle
Crossref

Fast derivation of Shapley based feature importances through feature extraction methods for nanoinformatics

Machine Learning: Science and Technology
2021-09-01 | Journal article
Contributors: Tommy Liu; Amanda S Barnard
Source: check_circle
Crossref