Abstract: In one example, we describe a method that generates cyclicality rules for anomaly detection for a hierarchical/tree based data structure. A new algorithm for processing nodes in hierarchy, as well as business rules for nodes, is described. Variations and examples are given to describe different scopes and embodiments of the invention. Exclusion criteria and children nodes are used as some examples for the implementations, with flow charts to describe the methods of application, as examples.

Abstract: In our presentation here, as examples, we describe methods and systems with various optimization techniques. More specifically, they are directed to methods for applying genetic algorithms, and the use of genetic algorithms in optimizing targeting systems that use an aggregated scoring model. In general, the genetic algorithm principle gives guidelines for constructing practical search techniques when the number of possible trials is extremely large. The examples and other features and advantages of the system and method for using Genetic Algorithm for Optimization of Targeting Systems are described.

Abstract: In one embodiment, we describe a method that generates seasonality rules for anomaly detection for a hierarchical/tree based data structure. A new algorithm for processing nodes in hierarchy, as well as business rules for nodes, is described. Variations and examples are given to describe different scopes and embodiments of the invention. Exclusion criteria and children nodes are used as some examples for the implementations, with flow charts to describe the methods of application, as examples.

Abstract: In one embodiment, we describe a method that generates seasonality rules for anomaly detection for a hierarchical/tree based data structure. A new algorithm for processing nodes in hierarchy, as well as business rules for nodes, is described. Variations and examples are given to describe different scopes and embodiments of the invention. Exclusion criteria and children nodes are used as some examples for the implementations, with flow charts to describe the methods of application, as examples.