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This paper discusses Scorpion, a system designed to explain outliers in aggregate query results within large datasets. Scorpion identifies user-specified outlier points and generates predicates that elucidate the common properties of input tuples responsible for these outliers. The system aims to improve data exploration by providing effective solutions for explaining outlier behavior in aggregate results, utilizing algorithms that run significantly faster than naive methods while maintaining...
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MIT Open Access Articles are scholarly articles authored by MIT researchers that are made freely available to the public, allowing wider dissemination of knowledge and research findings.
All faculty, researchers, and staff at MIT who publish scholarly articles are required to file MIT Open Access Articles to ensure compliance with the MIT Open Access Policy.
To fill out MIT Open Access Articles, authors must complete an online form providing details about their publication, including title, journal name, and uploading a copy of the article if necessary.
The purpose of MIT Open Access Articles is to enhance the accessibility of research findings to the public, facilitate knowledge sharing, and support the dissemination of academic work.
The information that must be reported includes the article's title, authors, publication date, journal name, DOI (Digital Object Identifier), and any relevant funding sources.
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