This page provides some resources about VIZ or GeoVIZ.
(Stay tuned, as I will update the content on this page while I plow and grow in my deep learning garden:))
(Geo) VIZ Scholars/Groups
Selected Talks from Prof. Tamara Munzner (see complete list of Talks HERE).
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- Information Visualization Mini-Course
- 5 hour version
- Part 1: Design, Models, Perception. Slides: pdf
- Part 2: Color, Space, Statistical Graphics. Slides: pdf
- Part 3: Multiples, Navigation, Focus+Context. Slides: pdf
- Part 4: High Dimensional, Graphs and Trees, User Studies. Slides: pdf
- 6 hour version
(There are videos and demos for some VIZ tools on Dr. Shixia Liu’s home page under Publications)

Some selected papers from Dr. Shixia Liu’s research group:
Liu, S., Wang, X., Collins, C., Dou, W., Ouyang, F., El-Assady, M., … & Keim, D. (2018). Bridging text visualization and mining: A task-driven survey. IEEE transactions on visualization and computer graphics. (PDF, tool — a visualization tool that is part of a survey of text visualization & mining)
Liu, S., Wang, X., Liu, M., & Zhu, J. (2017). Towards better analysis of machine learning models: A visual analytics perspective. Visual Informatics, 1(1), 48-56.
Jiang, L., Liu, S., & Chen, C. (2018). Recent research advances on interactive machine learning. Journal of Visualization, 1-17.
Liu, S., Chen, C., Lu, Y., Ouyang, F., & Wang, B. (2019). An interactive method to improve crowdsourced annotations. IEEE transactions on visualization and computer graphics, 25(1), 235-245.
Liu, S., Andrienko, G., Wu, Y., Cao, N., Jiang, L., Shi, C., … & Hong, S. (2018). Steering data quality with visual analytics: The complexity challenge. Visual Informatics.
Liu, M., Shi, J., Li, Z., Li, C., Zhu, J., & Liu, S. (2017). Towards better analysis of deep convolutional neural networks. IEEE transactions on visualization and computer graphics, 23(1), 91-100.

Selected papers:
Sacha, D., Sedlmair, M., Zhang, L., Lee, J. A., Weiskopf, D., North, S., & Keim, D. (2016, August). Human-centered machine learning through interactive visualization. ESANN. (PDF)
Selected papers:
Bernard, J., Hutter, M., Zeppelzauer, M., Fellner, D., & Sedlmair, M. (2018). Comparing visual-interactive labeling with active learning: An experimental study. IEEE transactions on visualization and computer graphics, 24(1), 298-308. (PDF)
(Geo) VIZ Charts


The Most Searched for Visualization Types, Tools, and Books

Finding D3 plugins with ease.

(Geo) VIZ Tools



Good (Geo) VIZ / GIS / geospatial Python libraries:


- Cartopy : Support for geographical data (using a wide range of other libraries)

Good (Geo) VIZ Posts:
Great post. If you do any visualization or computer vision, these are things you need to know (but most people still don’t know:))
Good (GeoAI) VIZ Posts:
Credits:
Prof. Alan M. MacEachren, Dr. Nai Yang, Dr. Teresa Onorati
Many thanks go to Professor Alan M. MacEachren letting me entering the interesting field of (Geo)VIZ!
References and Further Reading List: