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Program for stream Data Mining and Statistics
Sunday
Monday
Tuesday
Tuesday, 14:30-16:00
TD-18: Recent Perspectives and Advances in Statistics I
Stream: Data Mining and Statistics
Room: C112
Chair(s):
Mujgan Tez, Vadim Strijov, Vincent Grollemund
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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
Wednesday
Wednesday, 8:30-10:00
WA-18: Recent Perspectives and Advances in Statistics II
Stream: Data Mining and Statistics
Room: C112
Chair(s):
Pakize Taylan, Anna Oganian, Ionut Iacob
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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
Wednesday, 10:30-12:00
WB-18: New Applications and Perspectives
Stream: Data Mining and Statistics
Room: C112
Chair(s):
Gerhard-Wilhelm Weber, Ivan Reyer, Andreas Alpers
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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
Wednesday, 12:30-14:00
WC-18: Statistical Disclosure Control I
Stream: Data Mining and Statistics
Room: C112
Chair(s):
Anna Oganian, Goran Lesaja
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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
Wednesday, 14:30-16:00
WD-18: Statistical Disclosure Control II
Stream: Data Mining and Statistics
Room: C112
Chair(s):
Goran Lesaja, Anna Oganian
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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