Academic Papers about Data Augmentation

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BAECKE Ph & VAN DEN POEL D. (2010), Improving purchasing behavior predictions by data augmentation with situational variables, Forthcoming in International Journal of Information Techonology and Decision Making.

BAECKE Ph & VAN DEN POEL D. (2009), Data Augmentation by Predicting Spending Pleasure Using Commercially Available External Data, Forthcoming in Journal of Intelligent Information Systems.

BUCKINX W., VERSTRAETEN G., VAN DEN POEL D. (2007), Predicting Customer Loyalty Using the Internal Transactional Database, Expert Systems with Applications, 32 (1), 125-134.

Click on Videos on the navigation bar on the left-hand side of the screen to watch our video "Spending Pleasure" about data augmentation.