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ACVIZ: Algorithm Configuration Visualizations for irace

Authors: de Souza, Marcelo; Ritt, Marcus; López-Ibáñez, Manuel; Pérez Cáceres, Leslie;

ACVIZ: Algorithm Configuration Visualizations for irace

Abstract

Code and datasets for the paper: Marcelo De Souza, Marcus Ritt, Manuel López-Ibáñez, and Leslie Pérez Cáceres. ACVIZ: A Tool for the Visual Analysis of the Configuration of Algorithms with irace. Operations Research Perspectives, 8:100186, 2021. doi: 10.1016/j.orp.2021.100186 Corresponding author: Marcelo de Souza (marcelo.desouza@udesc.br) Please, check the acviz repository at GitHub for further details: https://github.com/souzamarcelo/acviz

Keywords

hyper-parameter tuning, algorithm configuration, irace

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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