Data processing: artificial intelligence – Adaptive system
Reexamination Certificate
2011-01-25
2011-01-25
Sparks, Donald (Department: 2129)
Data processing: artificial intelligence
Adaptive system
C706S021000, C706S028000
Reexamination Certificate
active
07877337
ABSTRACT:
In an auto-adaptive system, efficient processing generates predicted values in an estimation set in at least one dimension for a dependent data location. The estimation set comprises values for a dependent data point and a preselected number of spatial nearest neighbor values surrounding the dependent data point in a current time slice; The prediction may be made for time slices, seconds, hours or days into the future, for example. Imputed values may also be generated. A mean value sum of squares and cross product MVSCP matrix, inverse, and other learned parameters are used. The present embodiments require updating only one MVSCP matrix and its inverse per time slice. A processing unit may be embodied with selected modules each calculating a component function of feature value generation. Individual modules can be placed in various orders. More than one of each type of module may be provided.
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Gibson Jennifer A.
Jannarone Robert J.
Tatum J. Tyler
Beuerle Stephen C.
Brainlike, Inc.
Brown, Jr. Nathan H
Procopio Cory Hargreaves & Savitch LLP
Sparks Donald
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