Optimizing copious activity type classes based on classification accuracy and entropy retention

Wim Ectors,Sofie Reumers,Won Lee,Bruno Kochan,Davy Janssens,Tom Bellemans,Geert Wets

Future Generation Computer Systems（2020）

引用 3|浏览21

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摘要

Despite the advantages, big transport data are characterized by a considerable disadvantage as well. Personal and activity-travel information are often lacking, making it necessary to deduce this information with data mining techniques.

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关键词

Activity type classification,(Big) Transport data annotation,Optimal set of activity types,Local search algorithm,Classification accuracy,Entropy indices

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