A linear iteration time layout algorithm for visualising high-dimensional data
Proceedings of the 7th conference on Visualization '96
The ecological approach to text visualization
Journal of the American Society for Information Science - Speical issue on integrating mutiple overlapping metadata standards
Does organisation by similarity assist image browsing?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
PhotoMesa: a zoomable image browser using quantum treemaps and bubblemaps
Proceedings of the 14th annual ACM symposium on User interface software and technology
Evaluating a Visualization of Image Similarity as a Tool for Image Browsing
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
A pivot-based routine for improved parent-finding in hybrid MDS
Information Visualization - Special issue of selected and extended InfoVis 03 papers
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
A Generative/Discriminative Learning Algorithm for Image Classification
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Incremental Nonlinear Dimensionality Reduction by Manifold Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of the American Society for Information Science and Technology
Text Map Explorer: a Tool to Create and Explore Document Maps
IV '06 Proceedings of the conference on Information Visualization
Information Visualization: Beyond the Horizon
Information Visualization: Beyond the Horizon
Visual text mining using association rules
Computers and Graphics
The Projection Explorer: A Flexible Tool for Projection-based Multidimensional Visualization
SIBGRAPI '07 Proceedings of the XX Brazilian Symposium on Computer Graphics and Image Processing
A Nonlinear Mapping for Data Structure Analysis
IEEE Transactions on Computers
IEEE Transactions on Visualization and Computer Graphics
Dynamic self-organizing maps with controlled growth for knowledge discovery
IEEE Transactions on Neural Networks
PHOTOLAND: a new image layout system using spatio-temporal information in digital photos
Proceedings of the 2010 ACM Symposium on Applied Computing
An incremental space to visualize dynamic data sets
Multimedia Tools and Applications
A hierarchical photo visualization system emphasizing temporal and color-based coherences
Multimedia Tools and Applications
Data visualization and relevance feedback applied to information retrieval
Proceedings of the sixth workshop on Ph.D. students in information and knowledge management
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In Information Visualization, adding and removing data elements can strongly impact the underlying visual space. We introduce a chess board analogy for displaying (projecting) objects from a dynamic set on a 2D space, considering their similarity in a higher dimensional space. Our solution is inherently incremental and maintains a coherent disposition of elements, even for completely renewed sets. The algorithm considers relative positions, rather than raw dissimilarity. It has low computational cost, and its complexity depends only on the size of the currently viewed subset, V. Thus, a set of size N can be sequentially displayed in O(N) time, reaching at most O(N2) only if viewing the whole set at once. Consistent results were obtained as compared to (non-incremental) multidimensional scaling solutions. Moreover, the corresponding visualization is not susceptible to occlusion. The technique was tested in different domains, being particularly adequate to display dynamic corpora.