Jim Nolan

Hampton Roads, Virginia Metropolitan Area Contact Info
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Experienced hands-on senior leader in machine learning and data science (two patents)…

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  • SafeHarborAI

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Patents

  • Method and apparatus for creating a predictive model

    Issued US US 13/239,180

    A method for creating a predictive model is disclosed herein, including the steps of determining trends and patterns in electronic data, using at least a first machine language algorithm, refining the determination of the algorithm, searching for social models that describe the identified trends and patterns using at least a second machine language algorithm, verifying causal links, constructing at least one model about human node behavior and interactions, utilizing the social models to do at…

    A method for creating a predictive model is disclosed herein, including the steps of determining trends and patterns in electronic data, using at least a first machine language algorithm, refining the determination of the algorithm, searching for social models that describe the identified trends and patterns using at least a second machine language algorithm, verifying causal links, constructing at least one model about human node behavior and interactions, utilizing the social models to do at least one of the following: validate hypotheses, predict future behavior, and examine hypothetical scenarios, automatically updating predictions when new data is introduced, using probabilistic techniques to learn hierarchical structure in unstructured text, continuously updating a set of themes, examining grammatical rules of each component of text, matching grammatical constituents to semantic roles, and reorganizing data into clusters of entities with common attributes.

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  • Method and apparatus for analyzing and interrelating data

    Issued US US 12/548,888

    A method for automatically organizing data into themes, the method including the steps of retrieving electronic data from at least one data source, storing the data in a temporary storage medium, querying the data in the storage medium using a computer-based query language, identifying themes within the data stored in the storage medium using a computer program including an algorithm, and organizing the data stored in the storage medium into the identified themes.

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