This page provides Liping’s selected publications.
(For a full list of publications, check Liping’s Google Scholar Profile.)
- New machine/deep learning paper led by Liping: Analysis of remote sensing imagery for disaster assessment using deep learning: a case study of flooding event .
A full-text view-only version of the paper can be found via the link: https://rdcu.be/bpUvx.
- Yang L, MacEachren AM, Mitra P, Onorati T. Visually-Enabled Active Deep Learning for (Geo) Text and Image Classification: A Review. ISPRS International Journal of Geo-Information. 2018; 7(2):65. (online here; PDF here)
Through the synthesis of multiple rapidly developing research areas, this systematic review is relevant to multiple research domains, including but not limited to GIScience, computer science, data science, information science, visual analytics, information visualization, image analysis, and computational linguistics, as well as any domains that need to leverage machine learning and deep learning .
- A few more papers led by Liping are on the way.