Multidimensional projection for visual analytics: Linking techniques with distortions, tasks, and layout enrichment

LG Nonato, M Aupetit - IEEE Transactions on Visualization and …, 2018 - ieeexplore.ieee.org
Visual analysis of multidimensional data requires expressive and effective ways to reduce
data dimensionality to encode them visually. Multidimensional projections (MDP) figure …

A secure one-way hash function built from DES

RS Winternitz - 1984 IEEE Symposium on Security and Privacy, 1984 - ieeexplore.ieee.org
Applying a one-way hash function is a useful preliminary to digitally signing a message, both
for security and efficiency. Several proposals for building such a function out of DES have …

Bridging theory with practice: An exploratory study of visualization use and design for climate model comparison

A Dasgupta, J Poco, Y Wei, R Cook… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Evaluation methodologies in visualization have mostly focused on how well the tools and
techniques cater to the analytical needs of the user. While this is important in determining …

Content-based visual summarization for image collections

X Pan, F Tang, W Dong, C Ma, Y Meng… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
With the surge of images in the information era, people demand an effective and accurate
way to access meaningful visual information. Accordingly, effective and accurate …

CorrelatedMultiples: Spatially Coherent Small Multiples With Constrained Multi‐Dimensional Scaling

X Liu, Y Hu, S North, HW Shen - Computer Graphics Forum, 2018 - Wiley Online Library
Displaying small multiples is a popular method for visually summarizing and comparing
multiple facets of a complex data set. If the correlations between the data are not considered …

Self-sorting map: An efficient algorithm for presenting multimedia data in structured layouts

G Strong, M Gong - IEEE Transactions on Multimedia, 2014 - ieeexplore.ieee.org
This paper presents the Self-Sorting Map (SSM), a novel algorithm for organizing and
presenting multimedia data. Given a set of data items and a dissimilarity measure between …

Hagrid: using Hilbert and Gosper curves to gridify scatterplots

R Cutura, C Morariu, Z Cheng, Y Wang… - Journal of …, 2022 - Springer
A common enhancement of scatterplots represents points as small multiples, glyphs, or
thumbnail images. As this encoding often results in overlaps, a general strategy is to alter …

Dealing with multiple requirements in geometric arrangements

E Gomez-Nieto, W Casaca, D Motta… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Existing algorithms for building layouts from geometric primitives are typically designed to
cope with requirements such as orthogonal alignment, overlap removal, optimal area usage …

Hagrid—Gridify scatterplots with hilbert and gosper curves

R Cutura, C Morariu, Z Cheng, Y Wang… - Proceedings of the 14th …, 2021 - dl.acm.org
A common enhancement of scatterplots represents points as small multiples, glyphs, or
thumbnail images. As this encoding often results in overlaps, a general strategy is to alter …

Efficient optimal overlap removal: Algorithms and experiments

W Meulemans - Computer Graphics Forum, 2019 - Wiley Online Library
Motivated by visualizing spatial data using proportional symbols, we study the following
problem: given a set of overlap** squares of varying sizes, minimally displace the squares …