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03/28/2023
Enabling Inter-organizational Analytics in Business Networks Through Meta Machine Learning
Successful analytics solutions that provide valuable insights often hing...
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05/15/2020
How to Learn from Others: Transfer Machine Learning with Additive Regression Models to Improve Sales Forecasting
In a variety of business situations, the introduction or improvement of ...
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05/13/2020
A network-based transfer learning approach to improve sales forecasting of new products
Data-driven methods – such as machine learning and time series forecasti...
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03/30/2020
Half-empty or half-full? A Hybrid Approach to Predict Recycling Behavior of Consumers to Increase Reverse Vending Machine Uptime
Reverse Vending Machines (RVMs) are a proven instrument for facilitating...
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03/29/2020
Sequential Transfer Machine Learning in Networks: Measuring the Impact of Data and Neural Net Similarity on Transferability
In networks of independent entities that face similar predictive tasks, ...
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03/27/2020