Dr Guo, Yi
Data Science, Computational Statistics and Machine Learning
Yi Guo received the B. Eng. (Hons.) in instrumentation in 1998, and the M. Eng. in automatic control in 2002. From 2005, he studied Computer Science at the University of New England, Armidale, Australia, focusing on di- mensionality reduction for structured data with no vectorial representation. He received a Ph.D. degree in 2008. Between 2008 and 2016, he was with CSIRO, working as a computational statistician on various projects in spectroscopy, remote sensing and materials science. He recently joined Center for Research in Mathematics at the School of Computing, Engineering and Mathematics, Western Sydney University.
|Phone:||(02) 9685 9374|
My research interests are in machine learning, computational statistics and some applied mathematics such as optimisation, with applications in the areas such as computer vision, image analysis, remote sensing and in applied sciences as well such as environment monitoring, material science, medical science and so on.
The models I worked on include
These methodologies have been applied to many problems in spectroscopy, remote sensing, computer vision, image processing, signal processing and so on.
My recent research focuses on data science including
If you are interested in pursue PhD study in machine learning or computational statistics, please contact me through emails.
Locked Bag 1797
Penrith NSW 2751
Tel: +61 2 9852 5222
ABN 53 014 069 881
CRICOS Provider No: 00917k