Titel
ModEx: a general purpose computer model exploration system
Autor*in
Hamid Younesy
School of Computing Science, Simon Fraser University
Joseph Pober
Imperial College London
... show all
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.
Stichwort
visualizationcomputer model explorationparameter space analysisbioinformaticsvisual analysis toolsclusteringdifferential gene expressionneural networks
Objekt-Typ
Sprache
Englisch [eng]
Persistent identifier
phaidra.univie.ac.at/o:1952076
Erschienen in
Titel
Frontiers in Bioinformatics
Band
3
ISSN
2673-7647
Erscheinungsdatum
2023
Publication
Frontiers Media SA
Erscheinungsdatum
2023
Zugänglichkeit
Rechte
Rechteangabe
© 2023 Younesy, Pober, Möller and Karimi
Universität Wien | Universitätsring 1 | 1010 Wien | T
+43-1-4277-0