基本信息
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个人简介
Research
The focus of my research is to develop novel data science insights and methodologies that will accelerate the pace of scientific discovery. Specifically, my main thrust is in developing techniques for discovering untapped information in space-time data that is becoming ubiquitous in several domains, including neuroscience, climate science, mobile health, and social sciences. Development of novel frameworks for knowledge discovery is crucial to tackle the challenges introduced by the characteristics of the data and the new data science problems that arise in these domains. Some key directions in my research that are motivated from the above disciplines include studying networks in space-time data, comparing space-time instances, discovering patterns, and integrating data from different sources. With my work in these directions, I hope to advance data science and have a far reaching impact in the form of scientific discoveries in several application domains.
The focus of my research is to develop novel data science insights and methodologies that will accelerate the pace of scientific discovery. Specifically, my main thrust is in developing techniques for discovering untapped information in space-time data that is becoming ubiquitous in several domains, including neuroscience, climate science, mobile health, and social sciences. Development of novel frameworks for knowledge discovery is crucial to tackle the challenges introduced by the characteristics of the data and the new data science problems that arise in these domains. Some key directions in my research that are motivated from the above disciplines include studying networks in space-time data, comparing space-time instances, discovering patterns, and integrating data from different sources. With my work in these directions, I hope to advance data science and have a far reaching impact in the form of scientific discoveries in several application domains.
研究兴趣
论文共 59 篇作者统计合作学者相似作者
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Neuroinformaticsno. 2 (2023): 323-337
arxiv(2021)
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Simon Akar,Gowtham Atluri,Thomas Boettcher, Michael Peters,Henry Schreiner,Michael Sokoloff, Marian Stahl,William Tepe,Constantin Weisser,Mike Williams
arxiv(2021)
Michael G Sherenian,Arjun Kothari,Jocelyn M Biagini,John Kroner, Asel Baatyrbek, Elisabet Johannson,Gowtham Atluri,Hua He,Lisa J Martin,Gurjit K Khurana Hershey
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