Apparatus and method for identifying patterns in a multi-dimensional database
First Claim
Patent Images
1. A computer-readable storage medium, comprising executable instructions to:
- designate a plurality of patterns to apply to data within a multi-dimensional database, wherein the plurality of patterns include at least two different patterns selected from an outlier pattern, a step pattern, a random pattern, a trend pattern, and a periodic pattern; and
apply a plurality of statistical tests corresponding to the plurality of patterns to data vectors of the multi-dimensional database to identify at least one pattern, wherein the plurality of statistical tests are selected from Tukey'"'"'s test, a Standard Deviation test, a Runs test, an Autocorrelation test, a Mean Squared Successive Difference test, a Regression Analysis, and a Rank Correlation test.
4 Assignments
0 Petitions
Accused Products
Abstract
An apparatus to identify patterns in a multi-dimensional database is described. In particular, a computer-readable medium to direct a computer to function in a specified manner is provided. The computer-readable medium comprises instructions to automatically identify a plurality of patterns associated with data comprising the multi-dimensional database and instructions to indicate the plurality of patterns that are identified. Exemplary patterns that can be identified include an outlier pattern, a step pattern, a random pattern, a trend pattern, and a periodic pattern.
-
Citations
4 Claims
-
1. A computer-readable storage medium, comprising executable instructions to:
-
designate a plurality of patterns to apply to data within a multi-dimensional database, wherein the plurality of patterns include at least two different patterns selected from an outlier pattern, a step pattern, a random pattern, a trend pattern, and a periodic pattern; and apply a plurality of statistical tests corresponding to the plurality of patterns to data vectors of the multi-dimensional database to identify at least one pattern, wherein the plurality of statistical tests are selected from Tukey'"'"'s test, a Standard Deviation test, a Runs test, an Autocorrelation test, a Mean Squared Successive Difference test, a Regression Analysis, and a Rank Correlation test. - View Dependent Claims (2)
-
-
3. A computer-implemented method, comprising:
-
defining a plurality of statistical tests selected from Tukey'"'"'s test, a Standard Deviation test, a Runs test, an Autocorrelation test, a Mean Squared Successive Difference test, a Regression Analysis, and a Rank Correlation test; applying, with a processor, the plurality of statistical tests to a plurality of data vectors of a multi-dimensional database stored in memory to identify a plurality of patterns including at least two different patterns selected from an outlier pattern, a step pattern, a random pattern, a trend pattern, and a periodic pattern; and displaying the plurality of patterns. - View Dependent Claims (4)
-
Specification