2 citations · 2 across the 5 of their papers we have counts for
5 papers
Proximity Measures for Classes of Phylogenetic Networks
Leo van Iersel, Mark Jones, Esther Julien +2
Phylogenetic networks are used to represent the evolutionary history of species. Due to biological interpretations and computational advantages, researchers have focused on restric…
Solving the Tree Containment Problem Using Graph Neural Networks
Arkadiy Dushatskiy, Esther Julien, Leen Stougie +1
Tree Containment is a fundamental problem in phylogenetics useful for verifying a proposed phylogenetic network, representing the evolutionary history of certain species. Tree Cont…
Making a Network Orchard by Adding Leaves
Leo van Iersel, Mark Jones, Esther Julien +1
Phylogenetic networks are used to represent the evolutionary history of species. Recently, the new class of orchard networks was introduced, which were later shown to be interpreta…
Constructing Phylogenetic Networks via Cherry Picking and Machine Learning
Giulia Bernardini, Leo van Iersel, Esther Julien +1
Combining a set of phylogenetic trees into a single phylogenetic network that explains all of them is a fundamental challenge in evolutionary studies. Existing methods are computat…
Machine Learning for K-adaptability in Two-stage Robust Optimization
Esther Julien, Krzysztof Postek, Ş. İlker Birbil
Two-stage robust optimization problems constitute one of the hardest optimization problem classes. One of the solution approaches to this class of problems is K-adaptability. This…