347 citations · 813 across the 58 of their papers we have counts for
4 papers · 1 filter
On Initializing Airline Crew Pairing Optimization for Large-scale Complex Flight Networks
Divyam Aggarwal, Dhish Kumar Saxena, Thomas Bäck +1
Crew pairing optimization (CPO) is critically important for any airline, since its crew operating costs are second-largest, next to the fuel-cost. CPO aims at generating a set of f…
Artificial Intelligence and Data Science in the Automotive Industry
Martin Hofmann, Florian Neukart, Thomas Bäck
Data science and machine learning are the key technologies when it comes to the processes and products with automatic learning and optimization to be used in the automotive industr…
A multi-method simulation of a high-frequency bus line using AnyLogic
Thierry van der Spek
In this work a mixed agent-based and discrete event simulation model is developed for a high frequency bus route in the Netherlands. With this model, different passenger growth sce…
Local Subspace-Based Outlier Detection using Global Neighbourhoods
Bas van Stein, Matthijs van Leeuwen, Thomas Bäck
Outlier detection in high-dimensional data is a challenging yet important task, as it has applications in, e.g., fraud detection and quality control. State-of-the-art density-based…