Abstract: A system supporting one or more machine learning models may receive, via a cloud-based platform that supports a multi-tenant system, metadata associated with a set of electronic communication messages for a tenant of the multi-tenant system. The system may normalize the metadata by extracting fields of the metadata into a format readable by the machine learning model to identify a set of fraudulent users associated with the set of electronic messages. The system may utilize the machine learning model to identify the set of fraudulent users based on executing a set of detection models and performing pattern matching between a set of previously authenticated user activity logs and a set of newly generated user activity logs in the metadata. Upon detection of the set of fraudulent users, the system may generate and transmit a report indicating the set of fraudulent users and the respective electronic message corresponding to the respective fraudulent user.

Abstract: Techniques are disclosed relating to reporting for network events within a computer network. A computer system may access a set of data corresponding to a particular network event within a computer network, where the set of data includes captured attributes of the particular network event. The computer system may then calculate, using the set of data, a security score indicative of suspiciousness of the event and an actionability score that is based on an extent to which of a particular group of attributes are missing from the set of data. The computer system may determine, based on the two scores, a combined score for the event. The computer system may then report a notification for the event, based on the combined score. Such techniques may decrease a number of reported events for a network, which may advantageously allow resources to be focused on a smaller set of events.

Abstract: A model for predicting the net energy available to a companion animal from a pet food is provided. The model can be used to determine the appropriate amount of a food to feed a companion animal, and/or to provide feeding guidelines for any type of food, for any companion animal, and such methods are provided. Also provided are methods of packaging food for a companion animal, animal, and methods of maintaining a desired weight, or effecting weight loss, in a companion animal.

Abstract: Techniques are disclosed relating to reporting for network events within a computer network. A computer system may access a set of data corresponding to a particular network event within a computer network, where the set of data includes captured attributes of the particular network event. The computer system may then calculate, using the set of data, a security score indicative of suspiciousness of the event and an actionability score that is based on an extent to which of a particular group of attributes are missing from the set of data. The computer system may determine, based on the two scores, a combined score for the event. The computer system may then report a notification for the event, based on the combined score. Such techniques may decrease a number of reported events for a network, which may advantageously allow resources to be focused on a smaller set of events.

Abstract: The present disclosure pertains to a method and system configured for detecting a gas delivery malfunction in a spontaneous mechanical ventilation mode. In some embodiments, the system comprises a pressure generator, a subject interface, one or more sensors, one or more processors, electronic storage, a user interface, and/or other components. The detection of a gas delivery malfunction in a spontaneous mechanical ventilation mode is implemented by generating a test flow of gas for delivery to an airway of a subject, and monitoring a responsive flow of gas in the subject interface. If one or more parameters associated with the responsive flow of gas demonstrate inconsistencies with a reference flow of gas responsive to the test flow under a condition that there is no gas delivery malfunction, the system determines that there is a gas delivery malfunction.

Abstract: Systems and methods for analyzing printed images are provided. One system includes a processing circuit configured to: determine a set of one or more locations on the printed image on the substrate to measure color values; determine a set of input tone values for the at least one ink; receive a set of measured color values corresponding to the set of locations on the printed image from a sensor; and determine a tone value increase error based on the set of measured color values and the set of input tone values. The at least one processing circuit is configured to determine the tone value increase error without requiring measured color values from an area having solid ink.

Abstract: A pressure control ventilation system (10) configured to provide airway release ventilation synchronous with a breathing subject that includes a pressure generator (12) configured to generate pressurized flow of breathable gas to a subject, one or more sensors (28) configured to generate output signals conveying information related to one or more gas parameters of the pressurized flow, one or more processors (14) configured to execute computer modules comprising: a synchronization module (16) configured to detect inspiratory (39, 45) and expiratory (40, 44, 59) flow phases of the subject based at least on the signals; an interval module (18) configured to define time intervals (54, 60); a control module (20) configured to control the generator to deliver flow fluctuating between a first pressure range (48) to maintain adequate lung volume and a second pressure range (50) to facilitate C02 exhalation, the control including: delivering the flow in the first range at the beginning (56) of a first time interval (

Abstract: Systems and methods are provided for training an audio generation model for a first person using a first voice audio data and a first text transcript of the first voice audio data. Using a second voice audio data and a second text transcript of the second voice audio data, a plurality of pitch voice audio data for the second person may be generated with different pitches. The audio generation model may be trained for the second person using the generated plurality of pitch voice audio data with the different pitches for the second person. Output voice audio may be generated for the second person using received text and the model trained with the generated plurality of pitch voice audio data.

Abstract: Systems and methods for analyzing printed images are provided. One system includes a processing circuit configured to: determine a set of one or more locations on the printed image on the substrate to measure color values; determine a set of input tone values for the at least one ink; receive a set of measured color values corresponding to the set of locations on the printed image from a sensor; and determine a tone value increase error based on the set of measured color values and the set of input tone values. The at least one processing circuit is configured to determine the tone value increase error without requiring measured color values from an area having solid ink.

Abstract: Systems and methods for analyzing printed images are provided. One system includes a processing circuit configured to: determine a set of one or more locations on the printed image on the substrate to measure color values; determine a set of input tone values for the at least one ink; receive a set of measured color values corresponding to the set of locations on the printed image from a sensor; and determine a tone value increase error based on the set of measured color values and the set of input tone values. The at least one processing circuit is configured to determine the tone value increase error without requiring measured color values from an area having solid ink.

Abstract: The present disclosure pertains to a method and system configured for detecting a gas delivery malfunction in a spontaneous mechanical ventilation mode. In some embodiments, the system comprises a pressure generator, a subject interface, one or more sensors, one or more processors, electronic storage, a user interface, and/or other components. The detection of a gas delivery malfunction in a spontaneous mechanical ventilation mode is implemented by generating a test flow of gas for delivery to an airway of a subject, and monitoring a responsive flow of gas in the subject interface. If one or more parameters associated with the responsive flow of gas demonstrate inconsistencies with a reference flow of gas responsive to the test flow under a condition that there is no gas delivery malfunction, the system determines that there is a gas delivery malfunction.

Abstract: A computer-implemented system for determining ink availability in one or more ink reservoirs in a print system is described. The system includes at least one ink reservoir for each color ink used in the printing system, a print unit associated with each ink reservoir configured to apply a print image including at least one color of ink to a substrate based on print image information, and an ink level monitoring system configured to determine an ink availability in each ink reservoir based on printed image count information including a number of printings of the print image and a total wet ink utilization generated based on a characterization of a print condition and further based on a measured dry ink utilization per area of coverage using the print image information and corrected by an ink usage correction multiplier.

Abstract: Systems and methods for analyzing printed images are provided. One system includes a processing circuit configured to: determine a set of one or more locations on the printed image on the substrate to measure color values; determine a set of input tone values for the at least one ink; receive a set of measured color values corresponding to the set of locations on the printed image from a sensor; and determine a tone value increase error based on the set of measured color values and the set of input tone values. The at least one processing circuit is configured to determine the tone value increase error without requiring measured color values from an area having solid ink.

Abstract: A computer-implemented system for determining ink availability in one or more ink reservoirs in a print system is described. The system includes at least one ink reservoir for each color ink used in the printing system, a print unit associated with each ink reservoir configured to apply a print image including at least one color of ink to a substrate based on print image information, and an ink level monitoring system configured to determine an ink availability in each ink reservoir based on printed image count information including a number of printings of the print image and a total wet ink utilization generated based on a characterization of a print condition and further based on a measured dry ink utilization per area of coverage using the print image information and corrected by an ink usage correction multiplier.

Abstract: Systems and methods for analyzing printed images are provided. One system includes a processing circuit configured to: determine a set of one or more locations on the printed image on the substrate to measure color values; determine a set of input tone values for the at least one ink; receive a set of measured color values corresponding to the set of locations on the printed image from a sensor; and determine a tone value increase error based on the set of measured color values and the set of input tone values. The at least one processing circuit is configured to determine the tone value increase error without requiring measured color values from an area having solid ink.

Abstract: A computer-implemented system for determining ink availability in one or more ink reservoirs in a print system is described. The system includes at least one ink reservoir for each color ink used in the printing system, a print unit associated with each ink reservoir configured to apply a print image including at least one color of ink to a substrate based on print image information, and an ink level monitoring system configured to determine an ink availability in each ink reservoir based on printed image count information and a total wet ink utilization based on a measured dry ink utilization per area of coverage using the print image information and corrected by an ink usage correction multiplier generated based on characterization of a print condition.

Abstract: Systems and methods for analyzing printed images are provided. One system includes a processing circuit configured to: determine a set of one or more locations on the printed image on the substrate to measure color values; determine a set of input tone values for the at least one ink; receive a set of measured color values corresponding to the set of locations on the printed image from a sensor; and determine a tone value increase error based on the set of measured color values and the set of input tone values. The at least one processing circuit is configured to determine the tone value increase error without requiring measured color values from an area having solid ink.

Abstract: A computer-implemented system for determining ink availability in one or more ink reservoirs in a print system is described. The system includes at least one ink reservoir for each color ink used in the printing system, a print unit associated with each ink reservoir configured to apply a print image including at least one color of ink to a substrate based on print image information, and an it level monitoring system configured to determine an ink availability in each ink reservoir based on printed image count information and a total wet ink utilization based on a measured dry ink utilization per area of coverage using the print image information and corrected by an ink usage correction multiplier generated based on characterization of a print condition.

Abstract: A pressure control ventilation system (10) configured to provide airway release ventilation synchronous with a breathing subject that includes a pressure generator (12) configured to generate pressurized flow of breathable gas to a subject, one or more sensors (28) configured to generate output signals conveying information related to one or more gas parameters of the pressurized flow, one or more processors (14) configured to execute computer modules comprising: a synchronization module (16) configured to detect inspiratory (39, 45) and expiratory (40, 44, 59) flow phases of the subject based at least on the signals; an interval module (18) configured to define time intervals (54, 60); a control module (20) configured to control the generator to deliver flow fluctuating between a first pressure range (48) to maintain adequate lung volume and a second pressure range (50) to facilitate C02 exhalation, the control including: delivering the flow in the first range at the beginning (56) of a first time interval (

Abstract: A method of manufacturing an implantable electronic device, including: providing a silicon wafer; building a plurality of layers coupled to the wafer including an oxide layer coupled to the silicon wafer; a first reactive parylene layer coupled to the oxide layer, an electrode layer coupled to the first reactive parylene layer, and a second reactive parylene layer, coupled to the electrode layer, that chemically bonds to the first reactive polymer layer, and a second polymer layer coupled to the second reactive parylene layer; coating the plurality of layers with an encapsulation, and modifying the encapsulation and at least one of the plurality of layers to expose an electrode site in the electrode layer.