ModEx: A general purpose computer model exploration system

ModEx: A general purpose computer model exploration system

Abstract

We present a general purpose visual analysis system that can be used for exploring parameters of a variety of computer models. Our proposed system offers key components of a visual parameter analysis framework including parameter sampling, deriving output summaries, and an exploration interface. It also provides an API for rapid development of parameter space exploration solutions as well as the flexibility to support custom workflows for different application domains. We evaluate the effectiveness of our system by demonstrating it in three domains: data mining, machine learning and specific application in bioinformatics.

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Authors
  • Younesy, Hamid
  • Pober, Joseph
  • Möller, Torsten
  • Karimi, Mohammad M.
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Shortfacts
Category
Journal Paper
Divisions
Visualization and Data Analysis
Subjects
Informatik Sonstiges
Journal or Publication Title
Frontiers in Bioinformatics
ISSN
2673 7647
Publisher
Frontiers Media S.A.
Volume
3
Date
23 May 2023
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