Abstract: A method for searching an image database, comprising receiving an adulterated image of an object, the adulterated image including object annotations for visual reference, applying a first neural network to the adulterated image, correlating a result of the applying the first neural network with each image of a reference database of images, the result including an edited image of the object and each image of the reference database of images including a reference object, and selecting, as a matching image, at least one image of the reference database of images having correlation values above a threshold correlation value. The method may include applying a masking to the adulterated image. The masking may include performing, via a second neural network, object recognition on the adulterated image, applying, based on the object recognition, computer vision to detect callout features relative to bounding boxes, and generating a contour mask of the object.

Abstract: A method, apparatus, and computer-readable storage medium that generate, from a database, an identifier record grouping including the identifier record and at least one other identifier record, generate one or more strength indicators of the generated identifier record grouping, normalize a value of each of the one or more strength indicators based on an average value associated with the respective strength indicator, generate a value of a strength metric of the generated identifier record grouping based on a sum of the normalized values of the one or more strength indicators, rank the value of the strength metric amongst values of strength metrics associated with a plurality of identifier record groupings within the database, and determine a strength score of the generated identifier record grouping as the strength score of the identifier record based on the ranking.

Abstract: Systems and methods for generating strings based on a seed string are disclosed. Machine learning models are trained using domain-specific training data. Random walk models are derived from the trained machine learning models. A seed string is input into each of the random walk models, and each of the random walk models iteratively generate one or more next characters for the seed string to generate at least one term from each of the random walk models. A predicted class for the at least one term generated by each of the random walk models can be determined, and a ranked order for the at least one term generated by each of the random walk models with the predicted classes can be output to a graphical user interface.

Abstract: An electronic device includes a user interface, the user interface being communicably coupled to processing circuitry configured to operate a research browser plugin, the research browser plugin, via the processing circuitry, being configured to determine a user's access permissions to a document, the document being stored at network locations in document versions that are categorized by a predetermined hierarchy. Additionally, the research browser plugin is configured to generate, on the user interface, a one-click control and associate the one-click control with a resource locator (e.g., URL) of a selected document version, the selected version being the highest version in the hierarchy to which the user has access permissions, and retrieve the document associated with the resource locator in response to one-click activation of the one-click control.

Abstract: A method, apparatus, and computer-readable storage medium that generate, from a database, an identifier record grouping including the identifier record and at least one other identifier record, generate one or more strength indicators of the generated identifier record grouping, normalize a value of each of the one or more strength indicators based on an average value associated with the respective strength indicator, generate a value of a strength metric of the generated identifier record grouping based on a sum of the normalized values of the one or more strength indicators, rank the value of the strength metric amongst values of strength metrics associated with a plurality of identifier record groupings within the database, and determine a strength score of the generated identifier record grouping as the strength score of the identifier record based on the ranking.

Abstract: Exemplary embodiments of the present disclosure provide for cleansing data generated by one or more servers in response to database interactions resulting from an automated software robot interacting with the one or more servers via a telecommunications network. Log entries in usage logs corresponding to events during a session can be analyzed to determine relationships between events and the usage logs can be classified based on the relationships as either corresponding to human behavior or automated software robot behavior. Usage logs corresponding to automated software robot behavior can be removed from further analysis.

Abstract: A method for searching an image database, comprising receiving an adulterated image of an object, the adulterated image including object annotations for visual reference, applying a first neural network to the adulterated image, correlating a result of the applying the first neural network with each image of a reference database of images, the result including an edited image of the object and each image of the reference database of images including a reference object, and selecting, as a matching image, at least one image of the reference database of images having correlation values above a threshold correlation value. The method may include applying a masking to the adulterated image. The masking may include performing, via a second neural network, object recognition on the adulterated image, applying, based on the object recognition, computer vision to detect callout features relative to bounding boxes, and generating a contour mask of the object.

Abstract: An electronic device includes a user interface, the user interface being communicably coupled to processing circuity configured to operate a research browser plugin, the research browser plugin, via the processing circuitry, being configured to determine a user's access permissions to a document, the document being stored at network locations in document versions that are categorized by a predetermined hierarchy. Additionally, the research browser plugin is configured to generate, on the user interface, a one-click control and associate the one-click control with a resource locator (e.g., URL) of a selected document version, the selected version being the highest version in the hierarchy to which the user has access permissions, and retrieve the document associated with the resource locator in response to one-click activation of the one-click control.

Abstract: Exemplary embodiments of the present disclosure provide for identifying similar trademarks from one or more repositories and providing an interactive graphical user interface in which selectable graphical segments corresponding to the trademarks in a graphical user interface are grouped based on similarity measures associated with one or more characters of the trademarks and arranged radially and circumferentially in the graphical user interface about a central circle representing the trademark input string of an electronic search order. Retrieval of the trademarks in the set can include a subset of possible trademarks available for retrieval that would satisfy one or more of the similarity measures and a color of each of the selectable graphical segments depends on whether the trademarks retrieved corresponding to the selectable graphical segments represent a complete set of the possible trademarks available, a subset of the possible trademarks available, or a null set of the possible trademarks available.

Abstract: An apparatus, method, and computer readable medium for determination of a drug for manufacture. The apparatus includes processing circuitry configured to receive input data related to one or more drug programs, acquire data from a database, generate one or more models based upon the acquired data from the database, determine, from the one or more models, one or more outputs related to the chronological event, select, based upon the determined one or more outputs, one of the one or more drug programs for manufacture, and transmit, to the manufacturing device via the network, manufacturing information related to the manufacture of the selected one of the one or more drug programs.

Abstract: A system and method is provided for the facilitation of secure intellectual property transactions. The system may receive intellectual property information from system users. The system may match system users based on the provided intellectual property information to facilitate the initiation of an intellectual property transaction. The system may further provide a secure audit trail of all activity that occurs surrounding the intellectual property transaction, thereby increasing levels of trust between the involved parties.

Abstract: The present invention provides a method and system for identifying, retrieving and presenting electronic documents responsive to user queries. The three distinct inventive concepts are relevancy ranking of responsive documents based on component query technique; cross-lingual searching; and search expansion using analytics of initial results to derive and generate a modified query. Each of these inventions enhances document search and retrieval systems and the three solutions may be used separately or in any combination. The three inventions apply in layers above an underlying search system, controlling the submission of requests to the underlying system in support of received search requests, typically originating with an end user. Invention (III) provides a semantic-expansion capability specifically utilizing the availability of language independent fields in the data being searched with natural language query terms. This invention is enhanced by incorporating the preceding two inventions.

Abstract: An electronic device includes a user interface, the user interface being communicably coupled to processing circuitry configured to operate a research browser plugin, the research browser plugin, via the processing circuitry, being configured to determine a user's access permissions to a document, the document being stored at network locations in document versions that are categorized by a predetermined hierarchy. Additionally, the research browser plugin is configured to generate, on the user interface, a one-click control and associate the one-click control with a resource locator (e.g., URL) of a selected document version, the selected version being the highest version in the hierarchy to which the user has access permissions, and retrieve the document associated with the resource locator in response to one-click activation of the one-click control.

Abstract: The present invention provides a Distinct Author Identification System (“DAIS”) for disambiguating data to discern author entities and link or associate authorships with such author entities. The invention provides powerful disambiguation processes applied across one or more databases to yield a disambiguated authority database of authors. An entire database of publications may be processed by the DAIS to group/link authorships and to identify author entities. The author entities may then be matched or associated with actual authors to establish an authority database of authors. After initial evaluation, the DAIS may be used to reevaluate some or all of the database(s) and/or the authority database established by the DAIS may be used to add or update information. DAIS may use “hierarchical clustering” to link authorships and identify authors based on authorship similarity. DAIS evaluates the likelihood that authorships are from the same author.

Abstract: Exemplary embodiments of the present disclosure provide for cleansing data generated by one or more servers in response to database interactions resulting from an automated software robot interacting with the one or more servers via a telecommunications network. Log entries in usage logs corresponding to events during a session can be analyzed to determine relationships between events and the usage logs can be classified based on the relationships as either corresponding to human behavior or automated software robot behavior. Usage logs corresponding to automated software robot behavior can be removed from further analysis.

Abstract: Exemplary embodiments of the present disclosure provide for extraction data from one or more repositories in response to an electronic search order including a text-based input string, a list of jurisdictions, and a list of international classes. Conditional logic of one or more rules is executed to process the search order, and the search order is transformed into one or more queries based on execution of the conditional logic of the one or more rules. A set of data is retrieved from the one or more repositories using the one or more queries to generate search results, where the set of trademarks retrieved can be limited to the list of jurisdictions and the list of international classes identified in the search order. At least a portion of the search results are transmitted to a user computing device to be rendered in a graphical user interface of a display device associated with the user computing device.

Abstract: Exemplary embodiments of the present disclosure provide for identifying similar trademarks from one or more repositories based on training a goods and/or services similarity engine to identify similarities between pairs of descriptions of goods and/or services in a corpus of training data that includes the descriptions of goods and/or services for registered trademarks and trademark classes associated with the descriptions of goods and/or services. A goods and/or services similarity value indicative of similarities between a reference description of goods and/or services and descriptions of goods and/or services associated with registered trademarks can be generated by a goods and/or services similarity engine and a presentation of at least a subset of the set of trademarks can be generated that includes graphics emphasizing the registered trademarks in the subset based, at least in part, on the plurality of goods and/or services similarity values.

Abstract: An electronic device includes a user interface, the user interface being communicably coupled to processing circuitry configured to operate a research browser plugin, the research browser plugin, via the processing circuitry, being configured to determine a user's access permissions to a document, the document being stored at network locations in document versions that are categorized by a predetermined hierarchy. Additionally, the research browser plugin is configured to generate, on the user interface, a one-click control and associate the one-click control with a resource locator (e.g., URL) of a selected document version, the selected version being the highest version in the hierarchy to which the user has access permissions, and retrieve the document associated with the resource locator in response to one-click activation of the one-click control.

Abstract: An apparatus, method, and computer readable medium for determination of a drug for manufacture. The apparatus includes processing circuitry configured to receive input data related to one or more drug programs, acquire data from a database, generate one or more models based upon the acquired data from the database, determine, from the one or more models, one or more outputs related to the chronological event, select, based upon the determined one or more outputs, one of the one or more drug programs for manufacture, and transmit, to the manufacturing device via the network, manufacturing information related to the manufacture of the selected one of the one or more drug programs.

Abstract: A multi-component software system facility matches unpublished academic manuscripts with a list or set of recommended potential “best fit” publications, e.g., journals, e.g., those publications determined most likely to accept the manuscript for publication. Upon selecting from a set of recommended publications a user may electronically upload or submit or transmit the unpublished article or work or manuscript to a target publication review and editing system. The present invention provides a client or web-based interface to effectively integrate word processor and bibliographic management software and other resources, including third-party authority databases.