Abstract: A network of connected devices which is on-board an aircraft, including a plurality of connected devices, wherein at least one of the connected devices receives information from a source external to the network, and a consensus component to perform consensus on the at least one connected device which receives the information from the source to determine a main master and whether the information is correct, wherein the main master sends the correct information to the other device or devices.

Abstract: Systems and methods are provided for object discovery and object mapping through an application with a Graphical User Interface (GUI). Objects are discovered through an object recommendation channel and through user input of key words and/or key phrases. Each object includes an Intensity of Interest (IoI), which is a relative preference for an object reflected by relative size in the object map. Additionally, the object map provides a visual display which indicates relationships among objects.

Abstract: A method may include acquiring one or more image texts from an image of a document, segmenting the image into one or more sub-images using the one or more image texts, determining, by applying a machine learning model, one or more experimental techniques of one or more experiments for the one or more sub-images, and adding, to a knowledge base, one or more mappings of the one or more sub-images to the one or more experiments.

Abstract: A system and method for objectively grading a cut of meat is provided. The system generally comprises an animal having at least one sensor associated therewith, a processor operably connected to the at least one sensor, a QR device operably connected to the processor and configured to read QR codes applied to a cut of meat, a plurality of computing entities operably connected to the processor via a network, and a non-transitory computer-readable medium having instructions stored thereon. The system may collect lifetime data of an animal until fabrication. The system may then track and collect data about the carcass of the animal throughout the fabrication process to the point of sale. Based on this data, the system may create a quality score that a user may view prior to purchasing a cut of meat using an application of their computing device.

Abstract: Methods and systems for managing healthcare cost are disclosed. A method includes receiving, one or more employee preference inputs from an employee for accessing medical services. The one or more employee preference inputs include at least one medical service and location of the employee. The method includes accessing, a plurality of pricing from plurality of medical service providers in predefined region of the location. The method includes accessing, a reward program selected by an employer. The reward program includes at least reward reference percentage and a savings share percentage. The method includes determining, a reference pricing for the at least one medical service based on the reward reference percentage and the median pricing. The method includes determining, differential pricing for each medical service provider by comparing with a corresponding pricing offered. Thereafter, the method includes calculating, reward incentive based on the differential pricing and the saving share percentage.

Abstract: The present invention discloses numerous implementations of system and method which receives a user request and, using methods of natural language processing including part of speech tagging, analyses the user request to generate a query to a database of information. Based on the machine understanding, the system presents an interactive representation of the uttered request back to the user. This provides context to the user, which explains the machine understanding of the request and acts as an interface to iteratively refine or adjust the machine understanding by altering specific elements of the uttered language. The methods of altering specific elements of the uttered language may vary depending on the element and a variety of user selectable interfaces may be used to display one or more queried elements along with alternative elements pertaining to the queried element. The user could select an alternative element and change the database query.

Abstract: Methods and systems for Predictive Malware Defense (PMD) are described. The systems and methods can utilize advanced machine-learning (ML) techniques to generate malware defenses preemptively. Embodiments of PMD can utilize models, which are trained on features extracted from malware families, to predict possible courses of malware evolution. PMD captures these predicted future evolutions in signatures of as yet unseen malware variants to function as a malware vaccine. These signatures of predicted future malware “evolutions” can be added to the training set of a machine-learning (ML) based malware detection and/or mitigation system so that it can detect these new variants as they arrive.

Abstract: A system for scoring micro-blogging messages is provided, including an extractor, and evaluator, a calculator, and a publisher. The extractor may be configured to receive micro-blogging messages, to detect messages containing terms of interest, to extract raw data, and to store the data in a database. The evaluator may be configured to access and parse the stored data into tokenized data, and to store the tokenized data in a database. The evaluator may also be configured to identify relevant micro-blogging messages; to tag message as indicative; and to filter messages from low-volume or malicious sources before being tagged as indicative. The calculator may be configured to access a sentiment dictionary; to calculate a sentiment score of the tokenized data, and to calculate a sentiment signature for a term of interest. The publisher may be configured to provide access to clients of the system.

Abstract: A system and method are disclosed for using vehicle signature data from a single inductive loop sensor to estimate vehicle speed. Two regressors are calculated from the vehicle signature: the “inverse of the duration” and the “slew rate”. A point is found by normalizing the vehicle signature in amplitude and determining the earliest point in the normalized signature to cross a set threshold. The slew rate is the slope of the normalized vehicle signature at this point. Regression models are generated from empirical data for several vehicle categories. Using the regression model for the category of vehicle and the two regressors vehicle speed is estimated. The regression models have been demonstrated to be robust eliminating the need for site-specific calibration or estimation.

Abstract: Methods are provided for semantic processing of data files including detecting formats of data embedded in the data files and converting the data to formats compatible with a data analysis tool. The method may comprise semantically analyzing components of the data files to assess formatting across a required set of criterions needed by the data analysis tool and determining sets of data manipulation operations to perform to convert the data file to a compatible format. Semantic analysis of values in criterions across data entries may allow for groups of entries to be associated together with transaction ID values common to and unique to the groups of entries associated with a common transaction. The method may group data entries based on values in criterions, test potential groupings based on a behavior test to assess characteristics of entries when grouped in the proposed manner, and generate a new transaction ID criterion in each of the data entries.

Abstract: Methods and systems for managing signals by signal owners. Signals are indicators of data that are derived from data sources and abstracted to protect the underlying data. The signal owner first converts its own underlying data into a “signal” or indicator that represents the data without disclosing it or providing it. Signal sellers determine if they wants share signals based upon buyer, price, and other rules, including limitations on signal use. Signal buyers determine signal value based upon their objectives.

Abstract: The invention features devices and methods for collecting and measuring light from external light sources. In general, the devices of the invention feature a light diffusing element, e.g., as a component of a light collector, connected by a light conducting conduit, e.g., a fiber optic cable, to a light measuring device, e.g., a spectrometer. This light diffusing element allows, e.g., for substantially uniform light diffusion across its surface and thus accurate measurements, while permitting the total footprint of the device to remain relatively small and portable. This light diffusing element also allows flexibility in scaling of the device to permit use in a wide range of applications.

Abstract: A system may include wireless broadcast receivers and a wireless broadcast station configured to broadcast a wireless signal causing each of the wireless broadcast receivers to generate an audible advertisement and an inaudible promotion signal associated therewith. The inaudible promotion signal may be for promotion subscribers. The system may also include a digital promotions network (DPN) device, and a mobile wireless communications device carried by a given subscriber and that may include a microphone, a wireless transceiver, and a processor cooperating with the microphone and the wireless transceiver to wirelessly send notification of the inaudible promotion signal to the DPN device based upon receiving the inaudible promotion signal from a proximate one the wireless broadcast receivers. The DPN device may provide, after receiving the notification of the inaudible promotion signal, the given subscriber with the promotion associated with the inaudible promotion signal at a point-of-sale (POS) terminal.

Abstract: An apparatus is presented for refractive beam steering in a LIDAR system. The apparatus includes a first scanner that receives a beam transmitted along an optical axis and projects the beam as a plurality of scan lines in a first plane between a first angle and a second angle, wherein the first angle and the second angle are defined with respect to the optical axis; a motor that is coupled to the first scanner; one or more processors that are configured to generate rotation information based on one or more components of a particular waveform and transmit a signal to the motor, the signal causing the motor to rotate the first scanner based on the rotation information.

Abstract: A system may include wireless broadcast receivers and a wireless broadcast station configured to broadcast a wireless signal causing each of the wireless broadcast receivers to generate an audible advertisement having a promotion associated therewith. The promotion may be for promotion subscribers. The system may also include a digital promotions network (DPN) device and a mobile wireless communications device carried by a given subscriber and that may include a microphone, wireless transceiver, and a processor cooperating with the microphone and the wireless transceiver to wirelessly send at least a portion of the audible advertisement to the DPN device based upon receiving the audible advertisement from a proximate one of the wireless broadcast receivers. The DPN device may be configured to provide, after receiving at least the portion of the audible advertisement, the given subscriber with the promotion associated with the audible advertisement at a point-of-sale (POS) terminal.

Abstract: System and method to produce an anonymized electronic data product having an individually-determined threshold of re-identification risk, and adjusting re-identification risk measurement parameters based on individual characteristics such as geographic location, in order to provide an anonymized electronic data product having a sensitivity-based reduced risk of re-identification.

Abstract: A device, system, and method for remotely monitoring animal health is provided. The device is secured to an ear of an animal to be monitored and has a sensor that obtains animal health data. The ear is positioned between a sensor housing and a disc, which are both secured to a post inserted through an opening in the ear. The device includes a spring that causes the disc to be biased toward the ear in order to maintain a snug fit to obtain consistent and accurate reading from the heart rate sensor. The spring allows for animal growth so that the device may be fitted to a young animal and may remain in place for the duration of the life of the animal.

Abstract: A method for quantification of the concentration of one or more cannabinoid compounds in a liquid sample is provided. The method involves contacting the liquid sample with at least one cannabinoid-sensitive visualization reagent, allowing the at least one cannabinoid-sensitive visualization reagent to develop for a defined amount of time; and comparing the resulting color change of the at least one cannabinoid-sensitive visualization reagent to a calibrated quantification reference chart.

Abstract: An image identification system may identify key points on a known image and an unidentified image. One or more geometric shapes may be formed from the key points. A match between the unidentified image and the know image nay be determined by comparison of the respective geometric shapes.

Abstract: A network of connected devices which is on-board an aircraft, including a plurality of connected devices, wherein at least one of the connected devices receives information from a source external to the network, and a consensus component to perform consensus on the at least one connected device which receives the information from the source to determine a main master and whether the information is correct, wherein the main master sends the correct information to the other device or devices.