Abstract: A method of updating a score in a network of linked nodes is provided. Scoring information including a node identifier and a score value for a node in a network of nodes is received. The score value is determined using an analytic model and a parameter value. An anchored network record for which the node is an anchor is identified using the node identifier. A node record for the node is identified in the identified anchored network record. A network score value is computed based on the score value. The identified node record is updated with the score value and the computed network score value. A next anchored network record that includes the node is identified using the node identifier. A second node record for the node is identified in the identified next anchored network record. The second node record is updated based on the updated, identified node record.

Abstract: In a system automatically processing data from a first computing device for use on a second computing device, a registry file including a plurality of filename parameters is read. Each filename parameter identifies a matching filename pattern, an extract script indicator, and a read file indicator. The extract script indicator indicates an extract script for a file having a filename that matches the matching filename pattern. The read file indicator indicates how to read the file having the filename that matches the matching filename pattern. One parameter of the plurality of filename parameters is selected by matching a filename of a source file to the matching filename pattern of the one parameter. The associated extract script is selected and used to read data from the source file using the associated read file indicator and the read data is output to a different file and in a different format.

Abstract: A first computing device connected to an internal network de-anonymizes data. A record including a surrogate key is received from a second computing device connected to an external network to the internal network. Each identity data record includes a second surrogate key, an entity identifier field value, a record type field value, and a de-identified field value. The second surrogate key uniquely identifies the respective record. The surrogate key is compared to the second surrogate key to identify a matching record. The matching entity identifier field value is selected and compared to the entity identifier field value of the plurality of records to identify a master record for the surrogate key. The record type field value includes an indicator indicating whether the record is the master record. The de-identified field value included in the identified master record is selected. The received record is supplemented with the selected de-identified field value.

Abstract: A first computing device connected to an internal network de-anonymizes data. A record including a surrogate key is received from a second computing device connected to an external network to the internal network. Each identity data record includes a second surrogate key, an entity identifier field value, a record type field value, and a de-identified field value. The second surrogate key uniquely identifies the respective record. The surrogate key is compared to the second surrogate key to identify a matching record. The matching entity identifier field value is selected and compared to the entity identifier field value of the plurality of records to identify a master record for the surrogate key. The record type field value includes an indicator indicating whether the record is the master record. The de-identified field value included in the identified master record is selected. The received record is supplemented with the selected de-identified field value.

Abstract: A method of adding a link to a network of linked nodes is provided. Received scoring information includes a first node identifier, a second node identifier, and a link value. The link value is determined using an analytic model. A first anchored network record for which a first node associated with the first node identifier is an anchor is identified. A first link record is added to the identified first anchored network record using the first node identifier, the second node identifier, and the link value. A first node record associated with the second node identifier is added to the identified first anchored network record. A node record is identified for the first node in the identified anchored network record. A network score value included in the identified node record is computed based on the link value. The identified node record is updated with the computed network score value.

Abstract: In a system automatically processing data from a first computing device for use on a second computing device, a registry file including a plurality of filename parameters is read. Each filename parameter identifies a matching filename pattern, an extract script indicator, and a read file indicator. The extract script indicator indicates an extract script for a file having a filename that matches the matching filename pattern. The read file indicator indicates how to read the file having the filename that matches the matching filename pattern. One parameter of the plurality of filename parameters is selected by matching a filename of a source file to the matching filename pattern of the one parameter. The associated extract script is selected and used to read data from the source file using the associated read file indicator and the read data is output to a different file and in a different format.

Abstract: In a system automatically processing data from a first computing device for use on a second computing device, a registry file including a plurality of filename parameters is read. Each filename parameter identifies a matching filename pattern, an extract script indicator, and a read file indicator. The extract script indicator indicates an extract script for a file having a filename that matches the matching filename pattern. The read file indicator indicates how to read the file having the filename that matches the matching filename pattern. One parameter of the plurality of filename parameters is selected by matching a filename of a source file to the matching filename pattern of the one parameter. The associated extract script is selected and used to read data from the source file using the associated read file indicator and the read data is output to a different file and in a different format.

Abstract: A method of creating an object store is provided. Node table information reading and link table information are read. The node table information includes node information for a plurality of nodes. The link table information includes link information between pairs of nodes of the plurality of nodes. An anchored network record is created for each node of the plurality of nodes based on the node information and the link information and a defined maximum degree of separation. The anchored network record includes anchor node information associated with an anchor node of the anchored network record and a node record for each node of the plurality of nodes that is within the defined maximum degree of separation from the anchor node of the anchored network record. The created anchored network record is stored for each node of the plurality of nodes.

Abstract: A method of identifying a set of parameters representative of a data set is provided. An eigen decomposition of a covariance matrix is calculated to form a decomposed matrix and an eigenvalue vector. The covariance matrix is calculated for a matrix of data including a plurality of data values for each of a plurality of parameters. The decomposed matrix includes a number of eigenvectors equal to a number of the plurality of parameters with each eigenvector including a coefficient for each parameter. The eigenvalue vector includes an eigenvalue defined for each eigenvector. A first matrix is created by rank ordering the coefficient within each parameter of the plurality of parameters for each of the plurality of parameters. A score is determined for each parameter using the created first matrix and the eigenvalue vector. A parameter set is identified based on the determined score for each parameter.

Abstract: In a system automatically processing data from a first computing device for use on a second computing device, a registry file including a plurality of filename parameters is read. Each filename parameter identifies a matching filename pattern, an extract script indicator, and a read file indicator. The extract script indicator indicates an extract script for a file having a filename that matches the matching filename pattern. The read file indicator indicates how to read the file having the filename that matches the matching filename pattern. One parameter of the plurality of filename parameters is selected by matching a filename of a source file to the matching filename pattern of the one parameter. The associated extract script is selected and used to read data from the source file using the associated read file indicator and the read data is output to a different file and in a different format.

Abstract: System and methods are provided for rotating real time execution of data models using an application instance. Input data are received for real time execution of a plurality of data models. An application instance is assigned for executing the plurality of data models simultaneously. Resources of the application instance are automatically distributed based on a set of rotation factors. The plurality of data models are executed simultaneously using one or more data processors. Execution results for one or more of the plurality of data models are output.

Abstract: A method of creating an object store is provided. Node table information reading and link table information are read. The node table information includes node information for a plurality of nodes. The link table information includes link information between pairs of nodes of the plurality of nodes. An anchored network record is created for each node of the plurality of nodes based on the node information and the link information and a defined maximum degree of separation. The anchored network record includes anchor node information associated with an anchor node of the anchored network record and a node record for each node of the plurality of nodes that is within the defined maximum degree of separation from the anchor node of the anchored network record. The created anchored network record is stored for each node of the plurality of nodes.

Abstract: A method of updating a score in a network of linked nodes is provided. Scoring information including a node identifier and a score value for a node in a network of nodes is received. The score value is determined using an analytic model and a parameter value. An anchored network record for which the node is an anchor is identified using the node identifier. A node record for the node is identified in the identified anchored network record. A network score value is computed based on the score value. The identified node record is updated with the score value and the computed network score value. A next anchored network record that includes the node is identified using the node identifier. A second node record for the node is identified in the identified next anchored network record. The second node record is updated based on the updated, identified node record.

Abstract: A method of adding a link to a network of linked nodes is provided. Scoring information is received. The scoring information includes a first node identifier, a second node identifier, and a link value. The link value is determined using an analytic model. A first anchored network record for which a first node associated with the first node identifier is an anchor is identified. A first link record is added to the identified first anchored network record using the first node identifier, the second node identifier, and the link value. A first node record associated with the second node identifier is added to the identified first anchored network record. A node record is identified for the first node in the identified anchored network record. A network score value included in the identified node record is computed based on the link value. The identified node record is updated with the computed network score value.

Abstract: Systems and methods are provided for automated generation of a customized software product. A system includes a computer-readable medium encoded with a project parameters data structure, where the project parameters data structure includes a plurality of project requirement records, and a project prototype. One or more data processors are configured to process a plurality of initial characteristics for the customized software product, populate the project parameters data structure at least based on the initial characteristics, and generate the project prototype based on the project parameters data structure. The one or more data processors are further configured to output a requirements matrix data structure at least based on the project parameters data structure and the project prototype and to generate the customized software product at least based on the requirements matrix data structure and the project prototype.

Abstract: A method of identifying a set of parameters representative of a data set is provided. An eigen decomposition of a covariance matrix is calculated to form a decomposed matrix and an eigenvalue vector. The covariance matrix is calculated for a matrix of data including a plurality of data values for each of a plurality of parameters. The decomposed matrix includes a number of eigenvectors equal to a number of the plurality of parameters with each eigenvector including a coefficient for each parameter. The eigenvalue vector includes an eigenvalue defined for each eigenvector. A first matrix is created by rank ordering the coefficient within each parameter of the plurality of parameters for each of the plurality of parameters. A score is determined for each parameter using the created first matrix and the eigenvalue vector. A parameter set is identified based on the determined score for each parameter.

Abstract: System and methods are provided for rotating real time execution of data models using an application instance. Input data are received for real time execution of a plurality of data models. An application instance is assigned for executing the plurality of data models simultaneously. Resources of the application instance are automatically distributed based on a set of rotation factors. The plurality of data models are executed simultaneously using one or more data processors. Execution results for one or more of the plurality of data models are output.

Abstract: Systems and methods are provided for automated generation of a customized software product. A system includes a computer-readable medium encoded with a project parameters data structure, where the project parameters data structure includes a plurality of project requirement records, and a project prototype. One or more data processors are configured to process a plurality of initial characteristics for the customized software product, populate the project parameters data structure at least based on the initial characteristics, and generate the project prototype based on the project parameters data structure. The one or more data processors are further configured to output a requirements matrix data structure at least based on the project parameters data structure and the project prototype and to generate the customized software product at least based on the requirements matrix data structure and the project prototype.