Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications
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DOI: 10.1109/tvcg.2019.2934594
Abstract: With the rapid adoption of machine learning techniques for large-scale applications in science and engineering comes the convergence of two grand challenges in visualization. First, the utilization of black box models (e.g., deep neural networks)… read more here.
Keywords: scalable topological; topology; topological data; data analysis ... See more keywords