Scientific & Practical Journal
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Dear readers! This is the fifth issue of the LOGISTICS journal, dedicated to the current challenges of modern logistics.
Dear readers! We present you a new issue of the magazine dedicated to current logistics issues.
Dear readers! We present you the third issue of the journal dedicated to current issues in the logistics industry.
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CITATIONS
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Impact of time features and high-cardinality categorical feature processing methods on the quality of arrival time prediction models
A.M. Sergeev, M. D. Titkov4 / 2026 | TRANSPORT. TRANSPORTATION
Annotation. The article considers the task of predicting the duration of a taxi ride and the time of order delivery as a special case of the task of calculating the estimated arrival time of ETA, which is of practical importance for taxi services, courier delivery and e-commerce.
Key words. Arrival time prediction, order delivery time, time features, high-cardinality categorical features, target encoding, frequency encoding, machine learning.
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