Scholar
Lin Liu
Google Scholar ID: QP6jqRwAAAAJ
Professor, University of South Australia
Citations & Impact
Citations
4,851
H-index
34
i10-index
109
Publications
20
Co-authors
17
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Research Experience
- Since joining UniSA in 2002, she has been supervising PhD students in data mining, machine learning, and bioinformatics. She also supervised PhD students in network security analysis in the past.
Background
- Professor Lin Liu's research interest is in the fields of machine learning and data mining, with the focus on developing robust machine learning/data mining algorithms by utilising causal relationships discovered from big data. Her research is supported by the Australian Research Council (ARC) and the Cooperative Research Centre (CRC) program, as well as industry research funding. She also works closely with experts in other areas (e.g., cancer biology, marketing, and education) to develop and apply data mining/machine learning and causal inference methods to solve real-world problems.
