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10/09/2019
Estimating regression errors without ground truth values
Regression analysis is a standard supervised machine learning method use...
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05/07/2019
Guided Visual Exploration of Relations in Data Sets
Efficient explorative data analysis systems must take into account both ...
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05/20/2018
Human-guided data exploration using randomisation
An explorative data analysis system should be aware of what the user alr...
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04/09/2018
Human-Guided Data Exploration
The outcome of the explorative data analysis (EDA) phase is vital for su...
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10/23/2017
Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach
Visual exploration of high-dimensional real-valued datasets is a fundame...
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10/12/2017
Subjectively Interesting Subgroup Discovery on Real-valued Targets
Deriving insights from high-dimensional data is one of the core problems...
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01/20/2017
Multivariate Confidence Intervals
Confidence intervals are a popular way to visualize and analyze data dis...
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01/15/2014