Derives a closed-form Shapley value for the squared robust Interval-Mahalanobis distance to explain variable contributions to outlyingness in interval-valued data.
2023.languageserver: Language Server Protocol
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flowR is an IDE extension that performs incremental interprocedural dataflow analysis on R scripts to provide interactive comprehension support including graphs and inline values.
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Explainable Outlier Detection for Interval-valued Data
Derives a closed-form Shapley value for the squared robust Interval-Mahalanobis distance to explain variable contributions to outlyingness in interval-valued data.
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Supporting the Comprehension of Data Analysis Scripts
flowR is an IDE extension that performs incremental interprocedural dataflow analysis on R scripts to provide interactive comprehension support including graphs and inline values.