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10/04/2022
Representing missing values through polar encoding
We propose polar encoding, a representation of categorical and numerical...
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research
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06/28/2022
No imputation without representation
By filling in missing values in datasets, imputation allows these datase...
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02/22/2022
Choquet-Based Fuzzy Rough Sets
Fuzzy rough set theory can be used as a tool for dealing with inconsiste...
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02/04/2021
Optimised one-class classification performance
We provide a thorough treatment of hyperparameter optimisation for three...
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01/26/2021