An Insight-Based Methodology for Evaluating Bioinformatics Visualizations
IEEE Transactions on Visualization and Computer Graphics
A rank-by-feature framework for interactive exploration of multidimensional data
Information Visualization
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
Interconnected media for human-centered understanding
Proceedings of the international workshop on Human-centered multimedia
Highlighting space-time patterns: Effective visual encodings for interactive decision-making
International Journal of Geographical Information Science - Geovisual Analytics for Spatial Decision Support
Using tagflake for condensing navigable tag hierarchies from tag clouds
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Creating tag hierarchies for effective navigation in social media
Proceedings of the 2008 ACM workshop on Search in social media
ClusTR: Exploring Multivariate Cluster Correlations and Topic Trends
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Visual exploration of algorithm parameter space
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Interactive visual summarization of multidimensional data
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A framework to analyze biclustering results on microarray experiments
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
ACM SIGKDD Explorations Newsletter
Unraveling multi-dimensional data using pDView
Proceedings of the 14th International Conference on Extending Database Technology
Navigating within news collections using tag-flakes
Journal of Visual Languages and Computing
Human-centered visualization environments
Human-centered visualization environments
AppMap: exploring user interface visualizations
Proceedings of Graphics Interface 2011
ACM Transactions on Intelligent Systems and Technology (TIST)
Visual interactive failure analysis: supporting users in information retrieval evaluation
Proceedings of the 4th Information Interaction in Context Symposium
Evolutionary visual exploration: experimental analysis of algorithm behaviour
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Exploring hierarchical multidimensional data with unified views of distribution and correlation
Journal of Visual Languages and Computing
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Exploratory analysis of multidimensional data sets is challenging because of the difficulty in comprehending more than three dimensions. Two fundamental statistical principles for the exploratory analysis are (1) to examine each dimension first and then find relationships among dimensions, and (2) to try graphical displays first and then find numerical summaries [1]. We implement these principles in a novel conceptual framework called the rank-by-feature framework. In the framework, users can choose a ranking criterion interesting to them and sort 1D or 2D axis-parallel projections according to the criterion. We introduce the rank-by-feature prism that is a color-coded lower-triangular matrix that guides users to desired features. Statistical graphs (histogram, boxplot, and scatterplot) and information visualization techniques (overview, coordination, and dynamic query) are combined to help users effectively traverse 1D and 2D axis-parallel projections, and finally to help them interactively find interesting features.