Pad: an alternative approach to the computer interface
SIGGRAPH '93 Proceedings of the 20th annual conference on Computer graphics and interactive techniques
Interactive graphic design using automatic presentation knowledge
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
DEVise: integrated querying and visual exploration of large datasets
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
OLAP solutions: building multidimensional information systems
OLAP solutions: building multidimensional information systems
Analysis of a local-area wireless network
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Visualizing data mining models
Information visualization in data mining and knowledge discovery
Visualizing multi-dimensional data
ACM SIGGRAPH Computer Graphics
Polaris: A System for Query, Analysis, and Visualization of Multidimensional Relational Databases
IEEE Transactions on Visualization and Computer Graphics
VisDB: Database Exploration Using Multidimensional Visualization
IEEE Computer Graphics and Applications
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Total
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
What can Hierarchies do for Data Warehouses?
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Visualizing Decision Table Classifiers
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Visage: a user interface environment for exploring information
INFOVIS '96 Proceedings of the 1996 IEEE Symposium on Information Visualization (INFOVIS '96)
Navigating Hierarchies with Structure-Based Brushes
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
XmdvTool: integrating multiple methods for visualizing multivariate data
VIS '94 Proceedings of the conference on Visualization '94
Multiscale Visualization Using Data Cubes
IEEE Transactions on Visualization and Computer Graphics
Multiscale Visualization Using Data Cubes "InfoVis 2002 Best Paper"
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
A visual interface technique for exploring OLAP data with coordinated dimension hierarchies
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Design choices when architecting visualizations
Information Visualization - Special issue of selected and extended InfoVis 03 papers
An architecture for multi-view information overlays
APVis '04 Proceedings of the 2004 Australasian symposium on Information Visualisation - Volume 35
Exploring OLAP aggregates with hierarchical visualization techniques
Proceedings of the 2007 ACM symposium on Applied computing
Algebraic manipulation of scientific datasets
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
DataScope: viewing database contents in Google Maps' way
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
LiveRAC: interactive visual exploration of system management time-series data
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Exploring website log data with coordinated dimension hierarchies and network pivots
International Journal of Computational Science and Engineering
KMVQL: a visual query interface based on Karnaugh map
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Analysis and Interpretation of Visual Hierarchical Heavy Hitters of Binary Relations
ADBIS '08 Proceedings of the 12th East European conference on Advances in Databases and Information Systems
FpViz: a visualizer for frequent pattern mining
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration
Hierarchical difference scatterplots interactive visual analysis of data cubes
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration
Enabling customer relationship management in ISP services through mining usage patterns
Expert Systems with Applications: An International Journal
Pixelizing data cubes: a block-based approach
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
FIsViz: a frequent itemset visualizer
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
FpVAT: a visual analytic tool for supporting frequent pattern mining
ACM SIGKDD Explorations Newsletter
Hierarchical difference scatterplots: interactive visual analysis of data cubes
ACM SIGKDD Explorations Newsletter
CloseViz: visualizing useful patterns
Proceedings of the ACM SIGKDD Workshop on Useful Patterns
Design choices when architecting visualizations
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Building a display of missing information in a data sieve
Proceedings of the ACM 14th international workshop on Data Warehousing and OLAP
Combining pixelization and dimensional stacking
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Exploring web logs with coordinated OLAP dimension hierarchies
DNIS'05 Proceedings of the 4th international conference on Databases in Networked Information Systems
Interactive visualization for OLAP
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
Exploring OLAP data with parallel dimension views
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
Proportions in categorical and geographic data: visualizing the results of political elections
Proceedings of the International Working Conference on Advanced Visual Interfaces
RadialViz: an orientation-free frequent pattern visualizer
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
A Visualization Approach for Cross-level Exploration of Spatiotemporal Data
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Exploring hierarchical multidimensional data with unified views of distribution and correlation
Journal of Visual Languages and Computing
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In the last several years, large OLAP databases have become common in a variety of applications such as corporate data warehouses and scientific computing. To support interactive analysis, many of these databases are augmented with hierarchical structures that provide meaningful levels of abstraction that can be leveraged by both the computer and analyst. This hierarchical structure generates many challenges and opportunities in the design of systems for the query, analysis, and visualization of these databases.In this paper, we present an interactive visual exploration tool that facilitates exploratory analysis of data warehouses with rich hierarchical structure, such as might be stored in data cubes. We base this tool on Polaris, a system for rapidly constructing table-based graphical displays of multidimensional databases. Polaris builds visualizations using an algebraic formalism derived from the interface and interpreted as a set of queries to a database. We extend the user interface, algebraic formalism, and generation of data queries in Polaris to expose and take advantage of hierarchical structure. In the resulting system, analysts can navigate through the hierarchical projections of a database, rapidly and incrementally generating visualizations for each projection.