Researcher & Engineer with interests in Data Visualization, Data Mining, and Machine/Deep/Statistical Learning. Ph.D. in Computer Science, M.E. in Software Engineering, B.S. in Computer Science and Technology, and B.E. in Geographic Information System. chongzhang.nc[at]gmail.com
My research aims to enable users to better understand machine learning, data mining, and statistical models and results by leveraging interactive data visualizations. Specifically, my research interest lies in:
- Visual Data Mining & Machine Learning Explore the advantages of visualization in the analytical process of dimension reduction, clustering, classification, variable selection, multivariate regression, etc.
- Geospatial Visualization Develop new geovisualizations to facilitate insights into data and reduce misleading as a result of abstractions in spatial searching, spatial regression, spatial clustering, etc.
- Deep Learning in Imagery, Text Mining, and NLP