High-quantile modeling for customer wallet estimation and other applications
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Analytics-driven solutions for customer targeting and sales-force allocation
IBM Systems Journal
KDD Cup 2007 task 1 winner report
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
Breast cancer identification: KDD CUP winner's report
ACM SIGKDD Explorations Newsletter
Medical data mining: insights from winning two competitions
Data Mining and Knowledge Discovery
Leakage in data mining: formulation, detection, and avoidance
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Leakage in data mining: Formulation, detection, and avoidance
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on the Best of SIGKDD 2011
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We describe the ideas and methodologies that we developed in addressing the KDD Cup 2007 How Many Ratings task, and discuss how they contributed to our success.