基本信息
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Bio
Dr Wang's research expertise lies in the theoretical, algorithmic, and application aspects of data analysis and data visualization, with a focus on topological techniques. In particular, her research leverages topological data analysis, which provides a strong theoretical basis for transforming large, complex data into compact, structure-highlighting representations. Such representations connect naturally with and provide infrastructures for data visualization, and inspire the rethinking of interactive data exploration to facilitate analytical reasoning. Some of her current research activities draw inspirations from topology, geometry and machine learning, in studying vector fields, high-dimensional point clouds, networks and multivariate ensembles.
Research Interests
Papers共 180 篇Author StatisticsCo-AuthorSimilar Experts
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arxiv(2024)
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CoRR (2024): 80:1-80:18
IEEE Pacific Visualization Symposiumpp.1-10, (2024)
EPJ Web of Conferences (2024): 02019
ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMSno. 1 (2024)
IEEE Transactions on Visualization and Computer Graphicspp.1-11, (2023)
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