Found 60 results
Active Learning-based Pedagogical Rule Extraction. IEEE Transactions on Neural Networks and Learning Systems.
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In Press. Efficient Parcel Delivery by Deriving Customers' Key Locations. Working Paper.
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2017. Imbalanced cassification in sparse and large behaviour datasets. Data mining and knowledge discovery.
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2017. .
2017. Classification over bipartite graphs through projection. Working paper, University of Antwerp. (2015-001)
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2015. Comprehensible software fault and effort prediction: A data mining approach. Journal of Systems and Software. 100:80-89.
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2015. Finding Similar Users with a Privacy-Friendly Geo-Social Design. Information Systems Research. 26(2):243-265.
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2015. Including High-Cardinality Attributes in Predictive Models: a Case Study in Churn Prediction in the Energy Sector. Decision Support Systems. 72:72–81.
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2015. Iteratively Refining SVMs. IEEE International Conference on Big Data, Santa Clara .
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2015. Loyal to your city? A data mining analysis of a public service loyalty program Decision Support Systems. 73:74–84.
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2015. To Tune or not to Tune: Rule Evaluation for Metaheuristic-based Sequential Covering Algorithms. Data Mining and Knowledge Discovery . 29(1):237-272.
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2015. A Comment on “Correlation as a Heuristic for Accurate and Comprehensible Ant Colony Optimization-Based Classifiers”. IEEE Transactions on Evolutionary Computation. Volume 18(5)
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2014. Corporate residence fraud detection. 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining:1650-1659.
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2014. Dance Hit Song Prediction. Journal of New Music Research. :291-302.
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2014. Evaluating and Understanding Text-based Stock Price Prediction. Information Processing & Management. 50:426–441.
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2014. Explaining Data-Driven Document Classifications. MIS Quarterly . Volume 38(1):73-99.
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2014. Forecasting Loss Given Default Models : Impact of Account Characteristics and The Macroeconomic State. Journal of the Operational Research Society. :376-392.
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2014. Social Network Analysis for Customer Churn Prediction. Applied Soft Computing. 14 (C):431–446.
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2014. Advanced rule-based learning : active learning, rule extraction, and incorporating domain knowledge. Advanced database marketing.
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2013. Dance Hit Song Science. 6th International Workshop on Machine Learning and Music (MML13).
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2013. A novel credit rating migration modeling approach using macroeconomic indicators. Journal of Forecasting. 32(7):654-672.
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2013. Predictive Modeling with Big Data: Is Bigger Really Better? Big Data journal. 1(4):215-226.
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2013. Active Learning-based Rule Extraction for Regression. IEEE International Conference on Data Mining (Workshop) 2012.
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2012. Benchmarking Regression Algorithms for Loss Given Default Modeling. International Journal of Forecasting. 28(1):161-170.
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2012.