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02/10/2022
Transfer-Learning Across Datasets with Different Input Dimensions: An Algorithm and Analysis for the Linear Regression Case
With the development of new sensors and monitoring devices, more sources...
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11/04/2021
Data-Driven Market Segmentation in Hospitality Using Unsupervised Machine Learning
Within hospitality, marketing departments use segmentation to create tai...
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03/15/2021
A machine learning approach to itinerary-level booking prediction in competitive airline markets
Demand forecasting is extremely important in revenue management. After a...
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02/15/2021
Modeling COVID-19 hospital admissions and occupancy in the Netherlands
We describe the models we built for hospital admissions and occupancy of...
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01/29/2021
Demand forecasting in hospitality using smoothed demand curves
Forecasting demand is one of the fundamental components of a successful ...
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01/21/2021