3.8 Proceedings Paper

The Pattern is in the Details: An Evaluation of Interaction Techniques for Locating, Searching, and Contextualizing Details in Multivariate Matrix Visualizations

Related references

Note: Only part of the references are listed.
Article Computer Science, Software Engineering

A Generic Framework and Library for Exploration of Small Multiples through Interactive Piling

Fritz Lekschas et al.

Summary: The text discusses the framework and implementation of an interactive piling interface library called PILlNG.JS for designing small multiples, providing users with flexible organization, exploration, and comparison of large numbers of small multiples.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Computer Science, Software Engineering

Visual Analytics for Temporal Hypergraph Model Exploration

Maximilian T. Fischer et al.

Summary: The study introduces a novel visual analytics technique, Hyper-Matrix, which tightly integrates machine learning and interactive visualizations for user-driven exploration of prediction models based on hypergraphs. By combining deep learning models, visualizations, and interactive operations, the technique enables effective analysis and exploration of hypergraph models.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Computer Science, Software Engineering

Responsive Matrix Cells: A Focus plus Context Approach for Exploring and Editing Multivariate Graphs

Tom Horak et al.

Summary: Responsive matrix cells are local zoomable regions in a matrix that offer auxiliary facilities for data exploration and editing for multivariate graphs, adapting their visual contents based on cell location, available display space, and user tasks.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Computer Science, Software Engineering

Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles

Mario Popolin Neto et al.

Summary: Classification models are crucial tools in various domains, but visualizing large and complex models like Random Forest remains a challenge. The new ExMatrix method utilizes a matrix-like visual metaphor to enhance interpretability and analysis of massive rule-based models.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Multidisciplinary Sciences

Regulatory genomic circuitry of human disease loci by integrative epigenomics

Carles A. Boix et al.

Summary: Annotating the molecular basis of human disease using EpiMap, a compendium of 10,000 epigenomic maps, has revealed the importance of dense, rich, high-resolution epigenomic annotations for investigating complex traits. The study used EpiMap to annotate genetic loci associated with traits and predict trait-relevant tissues and candidate target genes, showing extensive pleiotropy in top-scoring loci.

NATURE (2021)

Article Computer Science, Software Engineering

The State of the Art in Visualizing Multivariate Networks

C. Nobre et al.

COMPUTER GRAPHICS FORUM (2019)

Proceedings Paper Computer Science, Theory & Methods

Interactive Visualisation of Hierarchical Quantitative Data: An Evaluation

Linda Woodburn et al.

2019 IEEE VISUALIZATION CONFERENCE (VIS) (2019)

Article Computer Science, Software Engineering

HiPiler: Visual Exploration of Large Genome Interaction Matrices with Interactive Small Multiples

Fritz Lekschas et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2018)

Article Biotechnology & Applied Microbiology

HiGlass: web-based visual exploration and analysis of genome interaction maps

Peter Kerpedjiev et al.

GENOME BIOLOGY (2018)

Article Computer Science, Software Engineering

Interactive Lenses for Visualization: An Extended Survey

C. Tominski et al.

COMPUTER GRAPHICS FORUM (2017)

Editorial Material Computer Science, Software Engineering

The Emerging Genre of Data Comics

Benjamin Bach et al.

IEEE COMPUTER GRAPHICS AND APPLICATIONS (2017)

Article Computer Science, Software Engineering

Many-to-Many Geographically-Embedded Flow Visualisation: An Evaluation

Yalong Yang et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2017)

Article Computer Science, Software Engineering

Generating Tile Maps

Graham McNeill et al.

COMPUTER GRAPHICS FORUM (2017)

Article Computer Science, Software Engineering

Visualizing Multiple Variables Across Scale and Geography

Sarah Goodwin et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)

Article Computer Science, Interdisciplinary Applications

Least-Squares Means: The R Package lsmeans

Russell V. Lenth

JOURNAL OF STATISTICAL SOFTWARE (2016)

Article Computer Science, Software Engineering

Small MultiPiles: Piling Time to Explore Temporal Patterns in Dynamic Networks

B. Bach et al.

COMPUTER GRAPHICS FORUM (2015)

Article Computer Science, Interdisciplinary Applications

Fitting Linear Mixed-Effects Models Using lme4

Douglas Bates et al.

JOURNAL OF STATISTICAL SOFTWARE (2015)

Article Computer Science, Software Engineering

Visual Analysis of Sets of Heterogeneous Matrices Using Projection-Based Distance Functions and Semantic Zoom

Michael Behrisch et al.

COMPUTER GRAPHICS FORUM (2014)

Article Computer Science, Software Engineering

Visualizing Multidimensional Data with Glyph SPLOMs

A. Yates et al.

COMPUTER GRAPHICS FORUM (2014)

Article Environmental Sciences

Rapid growth in agricultural trade: effects on global area efficiency and the role of management

Thomas Kastner et al.

ENVIRONMENTAL RESEARCH LETTERS (2014)

Proceedings Paper Computer Science, Cybernetics

Visualizing Dynamic Networks with Matrix Cubes

Benjamin Bach et al.

32ND ANNUAL ACM CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI 2014) (2014)

Article Computer Science, Information Systems

On the effectiveness of Overview plus Detail visualization on mobile devices

Stefano Burigat et al.

PERSONAL AND UBIQUITOUS COMPUTING (2013)

Article Computer Science, Software Engineering

VMQL: A visual language for ad-hoc model querying

Harald Storrle

JOURNAL OF VISUAL LANGUAGES AND COMPUTING (2011)

Article Computer Science, Software Engineering

Hierarchical Aggregation for Information Visualization: Overview, Techniques, and Design Guidelines

Niklas Elmqvist et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2010)

Article Computer Science, Cybernetics

TimeMatrix: Analyzing Temporal Social Networks Using Interactive Matrix-Based Visualizations

Ji Soo Yi et al.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2010)

Article Biochemical Research Methods

Visualization of genomic data with the Hilbert curve

Simon Anders

BIOINFORMATICS (2009)

Article Computer Science, Software Engineering

CoCoNutTrix: Collaborative Retrofitting for Information Visualization

Petra Isenberg et al.

IEEE COMPUTER GRAPHICS AND APPLICATIONS (2009)

Review Computer Science, Theory & Methods

A Review of Overview plus Detail, Zooming, and Focus plus Context Interfaces

Andy Cockburn et al.

ACM COMPUTING SURVEYS (2008)

Article Computer Science, Software Engineering

A Framework of Interaction Costs in Information Visualization

Heidi Lam

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2008)

Article Computer Science, Software Engineering

NodeTrix: A hybrid visualization of social networks

Nathalie Henry et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2007)