MooViE - Engine for single-view visual analysis of multivariate data
Anton StratmanniD, Martin BeyßiD, Johann F. JadebeckiD, Katharina NöhiD
Abstract
SummaryUnderstanding input-output relationships within multivariate datasets is an ubiquitous task in the life and data sciences. For this, visual analysis is indispensable for providing expressive summaries and preparing decision-making. We present the visual analysis approach and software MooViE, which is designed to strike the balance between being tailored to the specific data semantic and while being broadly applicable. MooViE supports the data exploration process for extracting important information from the data and captures the result in a fresh single-view visualization. MooViE is implemented in C++ to facilitate fast access and effective interaction with comprehensive multivariate datasets. We showcase the engine for various application fields, relevant to the life sciences. Availability and ImplementationThe source code is available under MIT license at https://jugit.fz-juelich.de/IBG-1/ModSim/MooViE and https://github.com/JuBiotechMooViE, with detailed documentation and usage instructions (https://moovie.readthedocs.io), as well as zenodo-archived releases (https://doi.org/10.5281/zenodo.10997388). Platform independent Docker images are also available (jugit-registry.fz-juelich.de/ibg-1/modsim/moovie/moovie). ContactKatharina Noh k.noeh@fz-juelich.de
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- MoBIE: A Fiji plugin for sharing and exploration of multi-modal cloud-hosted big image data
Constantin Pape, Kimberly Meechan, … Christian Tischer·Nature MethodsPeer-reviewed·Feb 10, 2023
- MDSvis, a Shiny application for interactive visualisation of Multi Dimensional Scaling projections
Philippe Hauchamps, Andrea Vicini, Laurent Gatto·bioRxiv·Jun 23, 2025
- CoSMoMVPA: multi-modal multivariate pattern analysis of neuroimaging data in Matlab / GNU Octave
Nikolaas N Oosterhof, Andrew C Connolly, James V Haxby·Frontiers in NeuroinformaticsPeer-reviewed·Jul 22, 2016
- Muon: multimodal omics analysis framework
Danila Bredikhin, Ilia Kats, Oliver Stegle·Genome biologyPeer-reviewed·Feb 1, 2022
- PlotsOfData - a web app for visualizing data together with its summaries
M. Postma, J. Goedhart·bioRxiv·Nov 13, 2018
- PlotS: web-based application for data visualization and analysis
Ringyao Jajo, Shivani Kansal, … Saurabh Raghuvanshi·bioRxiv·Jun 9, 2023