Visualizing interchange patterns in massive movement data

W Zeng, CW Fu, SM Arisona, H Qu - Computer Graphics Forum, 2013 - Wiley Online Library
Massive amount of movement data, such as daily trips made by millions of passengers in a
city, are widely available nowadays. They are a highly valuable means not only for unveiling …

Visual Analysis of Multi‐Dimensional Categorical Data Sets

B Broeksema, AC Telea, T Baudel - Computer Graphics Forum, 2013 - Wiley Online Library
We present a set of interactive techniques for the visual analysis of multi‐dimensional
categorical data. Our approach is based on multiple correspondence analysis (MCA), which …

Reinventing the contingency wheel: Scalable visual analytics of large categorical data

B Alsallakh, W Aigner, S Miksch… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Contingency tables summarize the relations between categorical variables and arise in both
scientific and business domains. Asymmetrically large two-way contingency tables pose a …

Interaction techniques for chord diagrams

D Rees, RS Laramee, P Brookes… - 2020 24th International …, 2020 - ieeexplore.ieee.org
Chord diagrams are a popular high-dimensional method for showing connections between
nodes, however they have scalability limitations and lack advanced methods for interaction …

Decision exploration lab: A visual analytics solution for decision management

B Broeksema, T Baudel, A Telea… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
We present a visual analytics solution designed to address prevalent issues in the area of
Operational Decision Management (ODM). In ODM, which has its roots in Artificial …

Using entropy-related measures in categorical data visualization

J Alsakran, X Huang, Y Zhao, J Yang… - 2014 IEEE Pacific …, 2014 - ieeexplore.ieee.org
A wide variety of real-world applications generate massive high dimensional categorical
datasets. These datasets contain categorical variables whose values comprise a set of …

The role of artefact corpus in lsi-based traceability recovery

G Bavota, A De Lucia, R Oliveto… - … on Traceability in …, 2013 - ieeexplore.ieee.org
Latent Semantic Indexing (LSI) is an advanced method widely and successfully employed in
Information Retrieval (IR). It is an extension of Vector Space Model (VSM) and it is able to …

[PDF][PDF] CatNetVis: Semantic Visual Exploration of Categorical High-Dimensional Data with Force-Directed Graph Layouts.

M Thane, KM Blum, DJ Lehmann - EuroVis (Short Papers), 2023 - researchgate.net
We introduce CatNetVis, a novel method of representing semantical relations in categorical
high-dimensional data. Traditional methods provide insights into many aspects of visual …

Extending the Heatmap Matrix: Pairwise Analysis of Multivariate Categorical Data

D Trye, M Apperley, D Bainbridge - 2023 27th International …, 2023 - ieeexplore.ieee.org
Analysts are often interested in understanding the association between variables within a
dataset. This paper describes a set of techniques for augmenting the Heatmap Matrix, which …

Evaluating the dot-based contingency wheel: Results from a usability and utility study

M Pohl, F Scholz, S Kriglstein, B Alsallakh… - Human Interface and the …, 2014 - Springer
Abstract The Dot-Based Contingency Wheel is an interactive visual-analytics method
designed to discover and analyze positive associations in an asymmetrically large n× m …