Abstract: The present invention provides a robust and effective solution to an entity or an organization for fully ensuring people and property security by designing and developing an intelligent access control system (ACS) that can provide a smart, swift and simplified user authentication and authorization mechanism. This proposed system may be an event-driven system. A plurality of events such as location-centric, people-inspired, unplanned, and the like can be captured and acted upon by using artificial intelligence along with an adaptive control system.

Abstract: A method and related system for efficiently capturing relationships between event feature values in embeddings includes flattening an event sequence into a feature sequence including a first event prefix, a second event prefix, and a first set of feature values. The method includes generating an attention mask including first mask indicators to associate the first set of feature values with each other and second mask indicator to associate a first feature value of the first set of feature values with the second event prefix. The method includes providing the feature sequence and the attention mask to a self-attention neural network model to generate an embedding.

Abstract: In some embodiments, the present disclosure provides an exemplary system and method that may include steps of identifying a device capable of processing a data stream; calculating a plurality of hash keys for a plurality of monitored segmentations associated with the device capable of the data stream; generating an increment data counter that corresponds to each hash key in a plurality of counting structures; calculating an anomaly score associated for the plurality of monitored segmentations; selecting a monitored segmentation based on the anomaly score; determining that a selected monitored segmentation meets a predetermined threshold associated with the anomaly score; and automatically marking the device capable of the data stream with a pre-generated label.

Abstract: Systems and methods for generating communications based on user account activity data are described herein. For example, the system may obtain an input activity log and generate an activity log transformation. The system may input the activity log transformation into a vector encoding model to obtain a first output vector encoding. The system may input the first output vector encoding into a contrastive machine learning model to obtain a first matching vector encoding. The system may access a first plurality of vector encodings from a communication database. Based on comparing each vector encoding in the first plurality of vector encodings with the first matching vector encoding, the system may generate the matching communication.

Abstract: Systems and methods for generating communications based on user account activity data are described herein. For example, the system may receive an input activity log and generate a plurality of tokens. The system may generate a time-ordered sequence of tokens based on the plurality of tokens. The system may generate an output vector encoding based on a machine learning model. The system may generate a predicted communication based on a vector encoding model. The system may transmit the predicted communication to a user device.

Abstract: In some embodiments, a computing system may generate a prediction related to a new category (not included in a set of categories) using a machine learning model trained on a set of embeddings corresponding to the category set. As an example, the computing system may generate a set of hashes such that each hash of the hash set is mapped to an embedding of the embedding set. When a new category added to the category set, the computing system may generate a given hash for the new category and identify a first hash of the hash set that matches the given hash. Based on identifying the first hash as a matching hash, the computing system may use an existing embedding (e.g., mapped to the first hash) with the machine learning model in connection with the new category, thereby avoiding a need to add a new embedding to the embedding set.

Abstract: Audiovisual content creation systems and methods are provided. According to some methods, a client device is caused to present a video capture interface on a display of thereof, the video capture interface presenting at least one question and prompting a recipient to record an audiovisual data segment. The audiovisual data segment recorded on the client device are then received, at least one content block is produced based upon the audiovisual data segment and a production ruleset, and the content block is delivered to one or more recipient devices.

Abstract: Certain implementations of the disclosed technology may include methods and computing systems for performing high-density data compression, particularly on numerical data that demonstrates various patterns, and patterns of patters. According to an example implementation, a method is provided. The method may include extracting a data sample from a data set, compressing the data sample using a first compression filter configuration, and calculating a compression ratio associated with the first compression filter configuration. The method may also include compressing the data sample using a second compression filter configuration and calculating a compression ratio associated with the second compression filter configuration.

Abstract: An electronic apparatus and a method for determining which of a plurality of coexistence modes to execute with a processor. The processor selectively runs one or more applications. Each coexistence mode when executed enables coexistence of wireless communication according to first and second wireless communication protocols.

Abstract: The present invention provides a robust and effective solution to an entity or an organization for fully ensuring people and property security by designing and developing an intelligent access control system (ACS) that can provide a smart, swift and simplified user authentication and authorization mechanism. This proposed system may be an event-driven system. A plurality of events such as location-centric, people-inspired, unplanned, and the like can be captured and acted upon by using artificial intelligence along with an adaptive control system.

Abstract: An electronic apparatus and a method for determining which of a plurality of coexistence modes to execute with a processor. The processor selectively runs one or more applications. Each coexistence mode when executed enables coexistence of wireless communication according to first and second wireless communication protocols.

Abstract: A Swimguard protection system for detecting a person in distress in a body of water includes one or more sensors directed at the body of water, an alarm system configured to sound an audible alarm if a person is detected to be in distress, and a computing device in electrical communication with the one or more sensors and the alarm system. The computing device is configured to execute a deep learning algorithm that detects an event indicative that a person is in distress in the body of water. Characteristically, the computing device is further configured to send a trigger to the alarm system to provide an audio alarm upon the detection of such an event.

Abstract: Certain implementations of the disclosed technology may include methods and computing systems for performing high-density data compression, particularly on numerical data that demonstrates various patterns, and patterns of patters. According to an example implementation, a method is provided. The method may include extracting a data sample from a data set, compressing the data sample using a first compression filter configuration, and calculating a compression ratio associated with the first compression filter configuration. The method may also include compressing the data sample using a second compression filter configuration and calculating a compression ratio associated with the second compression filter configuration.

Abstract: An electronic apparatus and a method for determining which of a plurality of coexistence modes to execute with a processor. The processor selectively runs one or more applications. Each coexistence mode when executed enables coexistence of wireless communication according to first and second wireless communication protocols.

Abstract: Certain implementations of the disclosed technology may include methods and computing systems for performing high-density data compression, particularly on numerical data that demonstrates various patterns, and patterns of patters. According to an example implementation, a method is provided. The method may include extracting a data sample from a data set, compressing the data sample using a first compression filter configuration, and calculating a compression ratio associated with the first compression filter configuration. The method may also include compressing the data sample using a second compression filter configuration and calculating a compression ratio associated with the second compression filter configuration.

Abstract: A firmware update of multiple processing nodes in an information handling system may include writing updated firmware images to reserve memory partitions associated with each node, rolling all nodes back to the existing firmware images if writing of an updated firmware image fails, booting each node into the updated firmware image stored on its associated reserve memory partition if writing of updated firmware images succeeds, booting each node into the updated firmware image stored on its associated reserve memory partition, rolling all nodes back to the existing firmware images if booting of an updated firmware image fails, copying the updated firmware images from reserve memory partitions associated with each node to the respective working memory partition associated with each node if booting of updated firmware images succeeds.

Abstract: Certain implementations of the disclosed technology may include methods and computing systems for performing high-density data compression, particularly on numerical data that demonstrates various patterns, and patterns of patters. According to an example implementation, a method is provided. The method may include extracting a data sample from a data set, compressing the data sample using a first compression filter configuration, and calculating a compression ratio associated with the first compression filter configuration. The method may also include compressing the data sample using a second compression filter configuration and calculating a compression ratio associated with the second compression filter configuration.

Abstract: A method of delivering digital audio and video content and a HDCP source device are disclosed herein. In one embodiment the method includes: (1) receiving an encryption key from a potential receiver of the digital audio and video content, (2) authenticating the potential receiver is an HDCP compliant device and (3) in addition to the authenticating, verifying the potential receiver is a trusted device for receiving the digital audio and video content.

Abstract: The present invention provide water soluble polyfluorenes functionalized with glucuronic acid useful in sensing bilirubin in aqueous medium and process for preparation thereof. The invention further deals with detecting bilirubin in human serum samples in the range from normal (<25 ?mol/L˜1.2 mg/dL) human bilirubin level to jaundiced bilirubin level (>50 ?mol/L˜2.5 mg/dL).1 This is a fluorescence turn-off mode of detection where blue fluorescence of polymer quenches and becomes colorless. The water soluble polyfluorenes functionalized with glucuronic acid can detect free bilirubin in the range from 1×10?4 M to 1×10?7 M moles in aqueous and buffer media as a change in the fluorescence signal.

Abstract: A device and method for removal of ambient noise signal from a photoplethysmographic measurement is provided. The method comprises obtaining a first signal waveform based on detecting light based on a first light illumination; obtaining a second signal waveform based on detecting light based on a second light illumination; tuning the first light and second light illumination such that the maximum amplitudes of the first and second signal waveforms are maximized and within a predetermined saturation range, such that ambient light interference for the first and second signal waveforms is reduced; obtaining a third signal waveform based on detecting ambient light; obtaining respective maximum and minimum values of the first and the second signal waveforms; and deriving signal values of the first and second signal waveforms with the removal of ambient noise by subtracting AC and DC average values of the third signal waveform from the first and second signals.