Marching cubes: A high resolution 3D surface construction algorithm
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
Octrees for faster isosurface generation
ACM Transactions on Graphics (TOG)
Hy+: a Hygraph-based query and visualization system
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
VisDB: a system for visualizing large databases
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Statistical inference and data mining
Communications of the ACM
The SR-tree: an index structure for high-dimensional nearest neighbor queries
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Self-tuning histograms: building histograms without looking at data
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Multi-dimensional selectivity estimation using compressed histogram information
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
A comparison of selectivity estimators for range queries on metric attributes
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
An assessment of finite sample performance of adaptive methods in density estimation
Computational Statistics & Data Analysis
Information visualization: perception for design
Information visualization: perception for design
Indexing the positions of continuously moving objects
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
The K-D-B-tree: a search structure for large multidimensional dynamic indexes
SIGMOD '81 Proceedings of the 1981 ACM SIGMOD international conference on Management of data
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
Similarity Indexing with the SS-tree
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
The LSDh-Tree: An Access Structure for Feature Vectors
ICDE '98 Proceedings of the Fourteenth International Conference on Data Engineering
The X-tree: An Index Structure for High-Dimensional Data
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
A Modulated Parzen-Windows Approach for Probability Density Estimation
IDA '97 Proceedings of the Second International Symposium on Advances in Intelligent Data Analysis, Reasoning about Data
Sweeping Simplices: A Fast Iso-Surface Extraction Algorithm for Unstructured Grids
VIS '95 Proceedings of the 6th conference on Visualization '95
iTopN: incremental extraction of the N most visible objects
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
PPPA: push and pull pedigree analyzer for large and complex pedigree databases
ADBIS'06 Proceedings of the 10th East European conference on Advances in Databases and Information Systems
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The visual exploration of large databases raises a number of unresolved inference problems and calls for new interaction patterns between multiple disciplines--both at the conceptual and technical level. We present an approach that is based on the interaction of four disciplines: database systems, statistical analyses, perceptual and cognitive psychology, and scientific visualization. At the conceptual level we offer perceptual and cognitive insights to guide the information visualization process. We then choose cluster surfaces to exemplify the data mining process, to discuss the tasks involved, and to work out the interaction patterns.