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Ensemble learning with systematic hyperparameter optimization for urban-bike-sharing demand prediction
Ivona Brajevic, Eva Tuba, Milan Tuba
Izvirni znanstveni članek
Oznake: izposoja koles;optimizacija;napoved izposoje;bike sharing;ensemble learning;swarm intelligence;boosting algorithms;voting ensemble;optimization;random forest;sharing demand prediction;
Bike sharing is an established component of urban mobility infrastructure, offering a low-emission alternative to motorized transport for short trips in cities worldwide. Accurate demand forecasting is essential for efficient system operation: it enables better bike redistribution, reduces user wait ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
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