Program for stream Data Driven Decision Making

WB-05: Machine Learning: Recent Advances and Applications
Stream: Data Driven Decision Making
Room: E (building Main lobby)
Chair(s): Sebastian Maldonado

• Burglary prediction via machine learning and crime report app data
  Sebastian Maldonado, Joaquín Roa, Richard Weber, Carla Vairetti
• Improving crime report categorization and prioritization via text analytics and deep learning
  Carla Vairetti, Matías Ponce, Sebastian Maldonado, Richard Weber
• Named entity extraction as a tool to enrich crime investigation
  Richard Weber, Florencia Signorini, Santiago Valdivieso, Sebastian Maldonado, Carla Vairetti

WC-05: Business Analytics
Stream: Data Driven Decision Making
Room: E (building Main lobby)
Chair(s): Kristof Coussement, Wouter Verbeke

• Actionable Knowledge Discovery and Rule Mining in B2B Churn
  Emil Guliyev, Kristof Coussement, Arno De Caigny
• The off-policy evaluation of Bayesian contextual bandit strategies in an e-commerce recommender system
  Lukas De Kerpel, Dries Benoit
• Influence in complex networks: Predicting churn in mobile gaming
  María Óskarsdóttir, Ragnar Stefánsson, Kristín Eva Gísladóttir, Damian Aleman, Carlos Sarraute
• Towards sustainable AI: the power consumption and carbon emissions of common data science
  Bjorge Meulemeester, David Martens

WD-05: Data Driven Decision Making
Stream: Data Driven Decision Making
Room: E (building Main lobby)
Chair(s): Wouter Verbeke, Kristof Coussement

• Modeling with Hybrid Segmentation Methods: A Statistical Library for R and Python
  Trung Hoai Minh Phan, Kristof Coussement, Koen W. De Bock, Arno De Caigny
• An optimal effectiveness-driven target segment selection modeling approach for marketing campaign management
  César Salazar-Santander, Alejandro Mac Cawley, Carolina Martínez
• Interpretation in models for crime prediction
  Joaquín Roa, Kristof Coussement, Sebastian Maldonado, Richard Weber
• A Learning Analytics application for data-driven improvement implementation in Higher Education
  Nidia Guadalupe Lopez Flores, María Óskarsdóttir, Anna Sigríður Islind