The Journal of Machine Learning Research
EventRiver: Visually Exploring Text Collections with Temporal References
IEEE Transactions on Visualization and Computer Graphics
LeadLine: Interactive visual analysis of text data through event identification and exploration
VAST '12 Proceedings of the 2012 IEEE Conference on Visual Analytics Science and Technology (VAST)
HierarchicalTopics: Visually Exploring Large Text Collections Using Topic Hierarchies
IEEE Transactions on Visualization and Computer Graphics
Editorial: Foreword to the special section on visual analytics
Computers and Graphics
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Big Data Analytics is getting a great deal of attention in the business and government communities. If it lives up to its name, visual analytics will be a prime path by which visualization competes successfully in this arena. This paper discusses some fundamental work we have done in this area through integration of interactive visualization and automated analysis methods and the applications that have resulted.