AI Solutions for Always-Optimized Operations

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Automatic Hypothesis Generation Using Geospatial Data

Patent: US20190138622A1

A classifier is computed as follows. For a first set of values of primary field(s)… A classifier is computed according to a selected subset of the classification features.

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Hypotheses Generation Using Searchable Unstructured Data Corpus

Patent: US20190205470A1

Generates hypotheses by creating queries from dataset attributes, searching an unstructured data corpus, and defining new attributes based on the search results.

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Systems and Methods for Detection of Anomalous Entities

Patent: US20210056437A1

Matches subpopulations of users and entities by analyzing latent factors from a recommender process, computing semantic models, and identifying statistically significant pairs of user-entity features that drive correlations.

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Function Stream Based Analysis

Patent: US9324041B2

Generates a stream of combination functions by combining building‑block functions, applies each to data units, and identifies those correlated with a target variable.

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System and Method for Feature Generation Over Arbitrary Objects

Patent: US20170017900A1

Generates classification features from raw datasets containing arbitrary object types, selects pivotal features based on correlation with target variables, and documents them for machine learning use.

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Systems and Methods for Secondary Knowledge Utilization in Machine Learning

Patent: US10977581B2

Automatically links values from a labeled primary dataset to secondary, unclassified datasets to generate binary classification features, and builds a classifier based on a selected subset of these features.

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