Search Results for author: Marko Guček

Found 1 papers, 0 papers with code

Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach

no code implementations12 Oct 2023 Jože M. Rožanec, Gašper Petelin, João Costa, Blaž Bertalanič, Gregor Cerar, Marko Guček, Gregor Papa, Dunja Mladenić

This paper showcases two real-world use cases (home appliances classification and airport shuttle demand prediction) where a hierarchical model applied in the context of zero-inflated data leads to excellent results.

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