Program for stream Business analytics

MB-19: Business analytics 1
Stream: Business analytics
Room: 2102AB
Chair(s): Wouter Verbeke, Dries Benoit, Kristof Coussement

• Profit-based classification and feature selection with support vector machines: An application in credit scoring
  Sebastian Maldonado, Cristian Bravo, Julio López, Juan Perez
• A closer look at voting methods for cost-sensitive ensembles
  George Petrides, Wouter Verbeke
• Profit driven uplift modeling
  Floris Devriendt, Wouter Verbeke
• A profit-based approach for evaluating business-oriented regressions
  Cristian Bravo, Wouter Verbeke

MD-19: Business analytics 2
Stream: Business analytics
Room: 2102AB
Chair(s): Kristof Coussement, Wouter Verbeke, Dries Benoit

• Customer intelligence and analytics in the financial industry: A unifying customer lifetime value-based analytics framework
  Sam Verboven, Wouter Verbeke
• Leaf modeling: An application in customer churn prediction
  Arno De Caigny, Kristof Coussement, Koen W. De Bock
• Churn Prediction using hierarchical generative models
  Wai Kit Tsang, Dries Benoit
• Inferior member participation prevention in online research communities
  Steven Debaere, Kristof Coussement, Tom De Ruyck

ME-19: Business analytics 3
Stream: Business analytics
Room: 2102AB
Chair(s): Dries Benoit, Kristof Coussement, Wouter Verbeke

• Understanding heavy goods vehicles’ behaviour by means floating car data
  Sheida Hadavi, Tias Guns, Wouter Verbeke, Cathy Macharis
• Detecting unobserved fraud in a new telecom product using network and spatial analysis
  Dieter Oosterlinck, Philippe Baecke, Dries Benoit
• A new class of relational classification techniques based on centrality measures
  Dimitri Robert, Wouter Verbeke, Thomas Crispeels, María Óskarsdóttir, Bart Baesens