Program for stream Data Mining and Statistics

TD-18: Recent Perspectives and Advances in Statistics I
Stream: Data Mining and Statistics
Room: C112
Chair(s): Mujgan Tez, Vadim Strijov, Vincent Grollemund

• Clustering and Outlier Detection by the EM Algorithm based on the Restriction Principle
  Vedran Novoselac
• Public funding recommendation using Machine Learning
  Vincent Grollemund, François Delbot, Jean-François PRADAT-PEYRE, Gaetan Le Chat
• Identifying indicators of (non-)profitable customers: The Hinge Discrete Dantzig Selector
  Dmytro Matsypura, Jessica Wai Yin Leung
• Understanding Roadworks Vehicle Incursions Using Data Analytics
  Zainab Riaz, Fahad Mehmood, Zeeshan Aziz

WA-18: Recent Perspectives and Advances in Statistics II
Stream: Data Mining and Statistics
Room: C112
Chair(s): Pakize Taylan, Anna Oganian, Ionut Iacob

• Identifying Drivers of Commercial Value of Healthcare Innovations
  Dessi Pachamanova
• Interpretable partial defection prediction - a case study in the B2B parcel logistics industry
  Andreas Faber, Stefan Spinler
• Clustering of variables to reduce complexity of disclosure limitation methods
  Anna Oganian, Ionut Iacob, Goran Lesaja

WB-18: New Applications and Perspectives
Stream: Data Mining and Statistics
Room: C112
Chair(s): Gerhard-Wilhelm Weber, Ivan Reyer, Andreas Alpers

• Predictive modeling to gain insights in voter profiles in Flanders
  Stiene Praet, Peter Van Aelst, David Martens
• Analysing Incomplete Data using NCARBS and Retaining the Missing Values in the Analysis: The Case of Sensitive Data
  Malcolm Beynon, Rhys Andrews, Rachel Ashworth
• Compressed domain video analysis and retrieval based on continuous image morphology
  Ivan Reyer, Ksenia Aminova

WC-18: Statistical Disclosure Control I
Stream: Data Mining and Statistics
Room: C112
Chair(s): Anna Oganian, Goran Lesaja

• Randomized Response for Big Data: Dimensionality Mitigation with Minimum Accuracy Loss
  Josep Domingo-Ferrer, Jordi Soria-Comas
• Graph Perturbation for Social Networks: Noise Addition
  Vicenç Torra, Julián Salas
• Solving the Cell Suppression Problem by a stabilized Benders method
  Daniel Baena Mirabete, Jordi Castro, Antonio Frangioni
• Computational comparisons of different models for solving continuous CTA problem
  Ionut Iacob, Goran Lesaja, Anna Oganian

WD-18: Statistical Disclosure Control II
Stream: Data Mining and Statistics
Room: C112
Chair(s): Goran Lesaja, Anna Oganian

• Robust Statistics: Ideas for Differential Privacy and Utility
  Roberto Molinari, Aleksandra Slavkovic
• Synthetic data and differential privacy
  Gillian Raab
• Synthetic Data Challenge
  Jennifer Taub, Gillian Raab
• On Clustering Using Privacy Preserving Data
  Pauline O'Shaughnessy, Yan-Xia Lin