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October 15, 2019
Supporting Citizen Participation with Adaptive Public...
By Antoine Clarinval & Bruno Dumas (UNamur), Benoît Duhoux (UCLouvain)
In recent years, public displays have been studied as a way to foster citizen participation.
However, their surroundings and users are prone to high variability, which makes it tedious to accommodate...
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September 25, 2019
Emergent Overlays for Adaptive MANET Broadcast
By Raziel Carvajal Gomez, Yérom-David Bromberg, Yehia Elkhatib, Laurent Réveillère, Etienne Riviere
Mobile Ad-Hoc Networks (MANETs) allow distributed applications where no fixed network infrastructure is available. MANETs use wireless communication subject to faults and...
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September 24, 2019
And the Best Paper award CP 19 goes to ...
Generic Constraint-based Block Modeling using Constraint Programming
By Alex Mattenet, Ian Davidson, Siegfried Nijssen, and Pierre Schaus
Block Modeling is a problem related to graph clustering where we summarize a large graph in terms of groups of nodes and the interactions between those...
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September 17, 2019
Learning Optimal Decision Trees using Constraint Programming
By Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus
Decision trees are among the most popular classification models in machine learning. Traditionally, they are learned using greedy algorithms. However, such algorithms pose several disadvantages:...
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September 11, 2019
Explicit Control of Feature Relevance and Selection...
By Victor Hamer and Pierre Dupont.
Feature selection is an important issue when one deals with large amounts of omics data. Feature selection offers interpretability of the predictive model to the domain expert. Such interpretability is strongly affected by the typical instability of current...
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