Inventor

FAYYAD USAMA

US15 patents

⚠️ This page may combine multiple inventors who share the name “FAYYAD USAMA”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.

MICROSOFT CORP

12 patents

US6633882B1Oct 14, 2003

Multi-dimensional database record compression utilizing optimized cluster models

MICROSOFT CORP167 citations99

US6212526B1Apr 3, 2001

Method for apparatus for efficient mining of classification models from databases

MICROSOFT CORP150 citations99

US6549907B1Apr 15, 2003

Multi-dimensional database and data cube compression for aggregate query support on numeric dimensions

MICROSOFT CORP121 citations98

US6449612B1Sep 10, 2002

Varying cluster number in a scalable clustering system for use with large databases

MICROSOFT CORP182 citations98

US6374251B1Apr 16, 2002

Scalable system for clustering of large databases

MICROSOFT CORP238 citations97

US6263337B1Jul 17, 2001

Scalable system for expectation maximization clustering of large databases

MICROSOFT CORP184 citations97

US6115708ASep 5, 2000

Method for refining the initial conditions for clustering with applications to small and large database clustering

MICROSOFT CORP109 citations97

US6012058AJan 4, 2000

Scalable system for K-means clustering of large databases

MICROSOFT CORP180 citations97

US6263334B1Jul 17, 2001

Density-based indexing method for efficient execution of high dimensional nearest-neighbor queries on large databases

MICROSOFT CORP355 citations95

US6044366AMar 28, 2000

Use of the UNPIVOT relational operator in the efficient gathering of sufficient statistics for data mining

MICROSOFT CORP133 citations95

US6581058B1Jun 17, 2003

Scalable system for clustering of large databases having mixed data attributes

MICROSOFT CORP145 citations94

US6735589B2May 11, 2004

Method of reducing dimensionality of a set of attributes used to characterize a sparse data set

MICROSOFT CORP32 citations91

REVENUE SCIENCE INC

3 patents

US7051029B1May 23, 2006