Abstract: A humidification system can include a heater base, a humidification chamber, and a breathing circuit. A cartridge can be removably coupled to the heater base. The cartridge can include various sensors, probes, sensor wire connectors, heater wire connectors, and/or other features. The cartridge can include features configured to mate with corresponding features on the humidification chamber and the heater base. The cartridge includes a memory, such as an EEPROM, or other suitable storage device. When the cartridge is installed on the heater base, the memory is electrically connected to a processor and/or memory of the heater base. Various models of cartridges can be produced for use with different humidification chambers, breathing circuits, and/or therapies. A connector can be configured to couple an inspiratory conduit to an outlet port of the humidification chamber. The connector can provide a pneumatic connection to the outlet port and an electrical connection to the cartridge.

Abstract: Implementations of the present disclosure include receiving a goal, providing a problem-specific knowledge graph that is responsive to at least a portion of the goal, determining a set of events from the problem-specific knowledge graph, processing data representative of events in the set of events through a first machine learning (ML) model to provide a set of event scores, each event score in the set of event scores being associated with a respective event in the set of events, determining a sub-set of events based on the set of event scores, for each event in the sub-set of events, determining at least one action by processing a sequence of actions through a second ML model, and outputting the sub-set of events and a set of actions for execution of at least one action in the set of actions.

Abstract: Implementations are directed to receiving a set of tuples, each tuple including an entity and a product from a set of products, for each tuple: generating, by an embedding module, a total latent vector as input to a recommender network, the total latent vector generated based on a structural vector, a textual vector, and a categorical vector, each generated based on a product profile of a respective product and an entity profile of the entity, generating, by a context integration module, a latent context vector based on a context vector representative of a context of the entity, and inputting the total latent vector and the latent context vector to the recommender network, the recommender network being trained by few-shot learning using a multi-task loss function, and generating, by the recommender network, a prediction including a set of recommendations specific to the entity.

Abstract: Implementations of the present disclosure include receiving a goal, providing a problem-specific knowledge graph that is responsive to at least a portion of the goal, determining a set of events from the problem-specific knowledge graph, processing data representative of events in the set of events through a first machine learning (ML) model to provide a set of event scores, each event score in the set of event scores being associated with a respective event in the set of events, determining a sub-set of events based on the set of event scores, for each event in the sub-set of events, determining at least one action by processing a sequence of actions through a second ML model, and outputting the sub-set of events and a set of actions for execution of at least one action in the set of actions.

Abstract: A digital content communication system for account management and predictive analytics may be provided. The system may include an analytics system that communicates with one or more servers and one or more data stores to provide digital content management in a network.

Abstract: A digital content communication system for account management and predictive analytics may be provided. The system may include an analytics system that communicates with one or more servers and one or more data stores to provide digital content management in a network.

Abstract: A storage device includes a base and a plurality of wire management modules. Each of the wire management modules includes a partition and a pivotal member. The partition is disposed to the base and has a supporting surface and a wire management groove. The supporting surface is located at the partition. The wire management groove is located at the supporting surface for accommodating wire. The pivotal member includes a fastening part and a pivotal part. The pivotal part is pivoted on the partition for a fastening position and a releasing position. When the pivotal member is at the fastening position, the fastening part covers the supporting surface for fastening wire between the surface and the fastening part. When the pivotal member is at the releasing position, the fastening part is spaced apart from the surface for releasing wire. The partitions and the base together form accommodation spaces.

Abstract: A customized content selection and delivery system is operable to create a customized content channel package for a subscriber and customized content channel package to a customer premises over a content delivery network. A multi-level analysis based on measured content consumption metrics is performed to select content provider channels for the customized content channel package.

Abstract: A storage device includes a base and a plurality of wire management modules. Each of the wire management modules includes a partition and a pivotal member. The partition is disposed to the base and has a supporting surface and a wire management groove. The supporting surface is located at the partition. The wire management groove is located at the supporting surface for accommodating wire. The pivotal member includes a fastening part and a pivotal part. The pivotal part is pivoted on the partition for a fastening position and a releasing position. When the pivotal member is at the fastening position, the fastening part covers the supporting surface for fastening wire between the surface and the fastening part. When the pivotal member is at the releasing position, the fastening part is spaced apart from the surface for releasing wire. The partitions and the base together form accommodation spaces.

Abstract: A service provider network migration system migrate services from a first network infrastructure to a second network infrastructure. A joined circuits dataset is created that associates circuits in the first network infrastructure with a service provided by the circuit and a customer receiving the service via the first network infrastructure. A product mappings dataset is created that maps each service in the first network infrastructure to at least one target service to be provided in the second network infrastructure. A migration sequencing server creates a migration plan according to the information in the datasets, and forecasts for customer migration rate and revenue generation for the target services are estimated. A provisioning server configures parameters for the circuits in the second network infrastructure via a network according to the migration plan to deploy the target services in the second network infrastructure.

Abstract: A customized content selection and delivery system is operable to create a customized content channel package for a subscriber and customized content channel package to a customer premises over a content delivery network. A multi-level analysis based on measured content consumption metrics is performed to select content provider channels for the customized content channel package.

Abstract: A charging system comprises of mobile charging device and power supply device. The mobile charging device comprise of the first transmission interface, power storage module, control module, DC to AC converter, the second transmission module and the wireless transmission module. The power supply device comprises of power input port, power transmission module, transmission port, control module and communication module. The mobile charging module obtains charging power from the power supply device. And the mobile charging device transmit setting configuration to power supply device for the analysis by the back-end processing device.

Abstract: A service provider network migration system migrate services from a first network infrastructure to a second network infrastructure. A joined circuits dataset is created that associates circuits in the first network infrastructure with a service provided by the circuit and a customer receiving the service via the first network infrastructure. A product mappings dataset is created that maps each service in the first network infrastructure to at least one target service to be provided in the second network infrastructure. A migration sequencing server creates a migration plan according to the information in the datasets, and forecasts for customer migration rate and revenue generation for the target services are estimated. A provisioning server configures parameters for the circuits in the second network infrastructure via a network according to the migration plan to deploy the target services in the second network infrastructure.

Abstract: A customized content selection and delivery system is operable to create a customized content channel package for a subscriber and customized content channel package to a customer premises over a content delivery network. A multi-level analysis based on measured content consumption metrics is performed to select content provider channels for the customized content channel package.

Abstract: A wireless presentation system includes a first wireless input element, a second wireless input element and a wireless receiving and processing host. A pairing method for use in the wireless presentation system includes the following steps. The wireless receiving and processing host generates a first identification code, and if the first wireless input element is present, issues the first identification code to the first wireless input element for storage, so that a pairing relation therebetween is established by the first identification code. The wireless receiving and processing host automatically generates a second identification code after the first identification code is issued, and if the second wireless input element is present, issues the second identification code to the second wireless input element for storage, so that the pairing relation therebetween is established by the second identification code.

Abstract: The present invention discloses a method to define a drafting range based on a curve with a plurality of points drawn by a user. A writing character is shown in a display based on the drafting range. The method includes the following steps. The first step is to gather coordinate positions of points. Then, these coordinate positions are compared to each other to get a maximum coordinate position and a minimum coordinate position. A drafting range is generated based on the maximum coordinate position and the minimum coordinate position. Next, the drafting range is corresponded to a display range of a display to define a ratio of the drafting range to the display range. Finally, the writing character is adjusted and displays in the display based on the ratio.

Abstract: The present invention discloses a method to automatically arrange word string in a display. The word string includes two words. The method includes the following steps. The first step is to define the positions of the start position and the stop position of strokes of the two words. The second step is to group the start position and the stop position based on a threshold value. The third step is to circle the words based on the grouping result. The final step is to rearrange the two words based on a datum point.

Abstract: The present invention discloses a method to dynamically arrange positions of a plurality of virtual keys in a hierarchical structure with many layers. These virtual keys can control an application program and include at least one function group key and at least one command key The method includes the following steps. The first step is to determine whether a first virtual key is a function group key or a command key, wherein the first virtual is located in a first layer in the hierarchical structure. When the first virtual key is a command key, the first virtual key is moved from the first layer to another layer and a number to select the first virtual key is added by one. Next, whether or not the application program processing has ended is determined. When the application program processing has ended, the number of times the first virtual key is clicked is compared to the number of times other virtual keys were selected.

Abstract: A cursor control device includes a pen-like body, a motion-detecting element, a microcontroller and a button element. The motion-detecting element is disposed at a first side of the pen-like body for generating a coordinate change signal in response to a motion of a first finger of the user. The microcontroller is disposed within the pen-like body and communicated with the motion-detecting element and the computer system. According to the coordinate change signal, the microcontroller issues a cursor control signal to the computer system. The button element is disposed at a second side of the pen-like body and communicated with the microcontroller for triggering the microcontroller to generate an object locking control signal in response to a depressing action of a second finger of the user. The object pointed by the cursor is locked according to the object locking control signal and moved according to the cursor control signal.

Abstract: A wireless control device and a multi-cursor control method for use with a computer system are provided. The application program of the computer system is executed to generate at least a first pointer and a second pointer. The wireless control device includes a first pointer controller, a second pointer controller and a wireless transceiver. The multi-cursor control method includes steps of issuing a first wireless control signal containing a first identification code in response to manipulation of a first user, issuing a second wireless control signal containing a second identification code in response to manipulation of a second user, receiving and transmitting the first wireless control signal and the second wireless control signal to the computer system, and controlling corresponding shifts of the first pointer and the second pointer defined in the application program according to the first identification code and the second identification code, respectively.