When it comes to data, many multi-channel retail businesses face an embarrassment of riches. What’s missing is timely, actionable insight. Data mining is the
Patents & Publications
6,549,907 Multi-dimensional database and data cube compression for aggregate query support on numeric dimensions
6,549,907
6,496,208 Method and apparatus for visualizing and exploring large hierarchical structures
Abstract
6,490,582 Iterative validation and sampling-based clustering using error-tolerant frequent item sets
Abstract Iterative validation for efficiently determining error-tolerant frequent itemsets is disclosed. A description of the application of error-tolerant frequent itemsets to efficiently determining clusters
6,499,612 Varying cluster number in a scalable clustering system for use with large databases
6,499,612
Communications of the ACM special issue on Data Mining – Guest Editor
6,374,251 Scalable system for clustering of large databases
Abstract A data mining system for use in finding clusters of data items in a database or any other data storage medium. The clusters
Information Visualization in Data Mining and Knowledge Discovery. U.M. Fayyad, G. Grinstein, and A. Wierse (Eds.) Morgan Kaufman Publishers, (2001). ISBN-1-55860-689-0
“Efficient discovery of error-tolerant frequent itemsets in high dimensions” Cheng Yang, Usama Fayyad, Paul S. Bradley. Pro. of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 194-203, ACM Press, San Francisco, CA, August (2001).
6,263,334 Density-based indexing method for efficient execution of high dimensional nearest-neighbor queries on large databases
Abstract Method and apparatus for efficiently performing nearest neighbor queries on a database of records wherein each record has a large number of attributes