The information visualizer, an information workspace
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Communications of the ACM
LyberWorld: a 3D graphical user interface for fulltext retrieval
CHI '95 Conference Companion on Human Factors in Computing Systems
A focus+context technique based on hyperbolic geometry for visualizing large hierarchies
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
FOCUS: the interactive table for product comparison and selection
Proceedings of the 9th annual ACM symposium on User interface software and technology
Cheops: a compact explorer for complex hierarchies
Proceedings of the 7th conference on Visualization '96
Self-organizing maps
DNA visual and analytic data mining
VIS '97 Proceedings of the 8th conference on Visualization '97
Data mining solutions: methods and tools for solving real-world problems
Data mining solutions: methods and tools for solving real-world problems
H-BLOB: a hierarchical visual clustering method using implicit surfaces
Proceedings of the conference on Visualization '00
Similarity Clustering of Dimensions for an Enhanced Visualization of Multidimensional Data
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Reconfigurable Disc Trees for Visualizing Large Hierarchical Information Space
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Visualizing the non-visual: spatial analysis and interaction with information from text documents
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Case study: Narcissus: visualising information
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Visualizing Informationon a Sphere
INFOVIS '97 Proceedings of the 1997 IEEE Symposium on Information Visualization (InfoVis '97)
Dynamic Hierarchy Specification and Visualization
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
Parallel coordinates: a tool for visualizing multi-dimensional geometry
VIS '90 Proceedings of the 1st conference on Visualization '90
Tree-Maps: a space-filling approach to the visualization of hierarchical information structures
VIS '91 Proceedings of the 2nd conference on Visualization '91
The Event Horizon User Interface Model for Small Devices
The Event Horizon User Interface Model for Small Devices
Information Visualization and Visual Data Mining
IEEE Transactions on Visualization and Computer Graphics
A framework of filtering, clustering and dynamic layout graphs for visualization
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Visual data mining using principled projection algorithms and information visualization techniques
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A framework for visual data mining of structures
ACSC '06 Proceedings of the 29th Australasian Computer Science Conference - Volume 48
APVis '06 Proceedings of the 2006 Asia-Pacific Symposium on Information Visualisation - Volume 60
Design and evaluation of visualization support to facilitate decision trees classification
International Journal of Human-Computer Studies
Context Visualization for Visual Data Mining
Visual Data Mining
Technical Section: CGV-An interactive graph visualization system
Computers and Graphics
A decision support system to improve e-learning environments
Proceedings of the 2010 EDBT/ICDT Workshops
Interactive visual decision tree classification
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction platforms and techniques
The perceptual eye view: a user-defined method for information visualization
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction platforms and techniques
Expert Systems with Applications: An International Journal
Dynamic visualization of spatially referenced information
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
An interactive and flexible information visualization method
Information Sciences: an International Journal
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The exploration of heterogenous information spaces requires suitable mining methods as well as effective visual interfaces. Most of the existing systems concentrate either on mining algorithms or on visualization techniques. This paper describes a flexible framework for Visual Data Mining which combines analytical and visual methods to achieve a better understanding of the information space. We provide several preprocessing methods for unstructured information spaces such as a flexible hierarchy generation with user controlled refinement. Moreover, we develop new visualization techniques including an intuitive Focus+Context technique to visualize complex hierarchical graphs. A special feature of our system is a new paradigm for visualizing information structures within their frame of reference.