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