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个人简介
Currently Dustin’s research interests covers the intersection of machine learning, networks, and visual analytics, with a particular focus on novel and intuitive ways to communicate dynamism in complex changing systems.
Dustin is pioneering novel and scalable techniques for using storylines to visualize dynamic structure in networks and other forms of data. Recently an application of this new research won the top prize in the 2015 IEEE VPG international data visualization contest. Dustin has also recently published work on “Ocelot: User-centered Design of a Decision Support Visualization for Network Quarantine.” This research provided a novel way for users to interact with and explore a typical sized computer network for the purpose of performing moving target defense operations. Future areas of interest for Dustin will include a focus on adapting his novel techniques to real-world applications where the data is constantly streaming.
研究兴趣
论文共 61 篇作者统计合作学者相似作者
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NEURAL COMPUTING & APPLICATIONSno. 1 (2024): 505-516
Brenda Praggastis,Sinan Aksoy,Dustin Arendt, Mark Bonicillo,Cliff Joslyn,Emilie Purvine,Madelyn Shapiro, Ji Young Yun
Journal of Open Source Softwareno. 95 (2023)
Joseph Cottam,Maria Glenski, Zhuanyi Huang Shaw,Ryan Rabello, Austin Golding,Svitlana Volkova,Dustin Arendt
semanticscholar(2021)
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Svitlana Volkova,Dustin Arendt,Emily Saldanha,Maria Glenski,Ellyn Ayton,Joseph Cottam, Sinan Aksoy, Brett Jefferson, Karthnik Shrivaram
user-613ea93de55422cecdace10f(2021)
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