Visualization of heterogeneous data

M Cammarano, X Dong, B Chan… - … on Visualization and …, 2007 - ieeexplore.ieee.org
heterogeneous data. Our system treats visualizations as first-class citizens and the
visualizations are specified independently of the data sources. To display a set of objects, possibly …

A novel data visualization approach and scheme for supporting heterogeneous data

Q Liu, X Guo, H Fan, H Zhu - 2017 IEEE 2nd Information …, 2017 - ieeexplore.ieee.org
… The software engineering data set of the open source community website belongs to the
heterogeneous data. Our data is composed of heterogeneous networks that together represent …

Exploring the possibilities of embedding heterogeneous data attributes in familiar visualizations

MH Loorak, C Perin, C Collins… - … on Visualization and …, 2016 - ieeexplore.ieee.org
data visualizations, hybrid visualizations, and visualizations of heterogeneous data, because
… In our research, we explore the possibility of using heterogeneous tabular visualizations in …

Analysis, integration and visualization of urban data from multiple heterogeneous sources

PM Fortini, CA Davis Jr - Proceedings of the 1st ACM SIGSPATIAL …, 2018 - dl.acm.org
… similar principles to transport and traic data, allowing us to compare … heterogeneous data
on traic and public transit, and to provide novel ways to analyze such data using visualization

Visualization as integration of heterogeneous processes

X Wang, W Dou, W Ribarsky… - Visual Analytics for …, 2009 - spiedigitallibrary.org
… In this paper, we present our visual analytics framework that uses visualizations to integrate
heterogeneous processes. Instead of directly managing low-level datasets, our framework …

Model-driven design for the visual analysis of heterogeneous data

M Streit, HJ Schulz, A Lex… - … on Visualization and …, 2011 - ieeexplore.ieee.org
… analysis of a large, heterogeneous clinical data pool. As an … visualizations of the actual
data with a map of available data sets… the analytical workflow through the required data sets. …

HetVis: A visual analysis approach for identifying data heterogeneity in horizontal federated learning

X Wang, W Chen, J Xia, Z Wen, R Zhu… - … on Visualization and …, 2022 - ieeexplore.ieee.org
… -alone model trained with local data. Then, a … data heterogeneity. Combining with the
proposed comparison techniques, we develop a novel set of visualizations to identify heterogeneity

A visualization and analysis method by multi-dimensional crossplots from multi-well heterogeneous data

M Cao, Z Gao, Y Yuan, Z Yan, Y Zhang - Energies, 2022 - mdpi.com
… multi-well and multi-dimensional heterogeneous data, which is developed based on the …
heterogeneous data from different depths and set up the crossplots of the heterogeneous data

Advanced visualization and accessibility to heterogeneous monitoring data

B Glisic, MT Yarnold, FL Moon… - Computer‐Aided Civil …, 2014 - Wiley Online Library
… Three important categories of data to be visualized by the user were … ) visualization of SHM
data, (VII) visualization of other data (configuration and meta-data), and (VIII) visualization of …

Interactive visual analysis of heterogeneous scientific data across an interface

J Kehrer, P Muigg, H Doleisch… - … on Visualization and …, 2010 - ieeexplore.ieee.org
… suitable for different scenarios with heterogeneous data, we need to consider that the two
data parts can be given on various kinds of grid, with different data dimensionality, and for …