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- W4386298140 abstract "In this paper, we consider a retail store classification problem supported by a real word dataset. It includes yearly sales from several thousand stores with dirty categorical features on product labels and product hierarchies. Despite the fact that classification is a well-known machine learning problem, current baseline methods are inefficient due to the dirty nature of the data. As a consequence, we propose a practical thesaurus-based transformation. It uses an intermediary global approximate classification of products, based on local products hierarchies. Activities for a subset of stores are human-labeled to serve as ground truth for validation, and enable semi-supervision. Experiments show the effectiveness of our approach compared to baseline methods. These experiments are based on datasets and solutions made available for reproducibility purposes." @default.
- W4386298140 created "2023-08-31" @default.
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- W4386298140 date "2023-01-01" @default.
- W4386298140 modified "2023-10-18" @default.
- W4386298140 title "Thesaurus-Based Transformation: A Classification Method for Real Dirty Data" @default.
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- W4386298140 doi "https://doi.org/10.1007/978-3-031-42941-5_23" @default.
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