Abstract: A refrigeration system includes a valve and a controller. The valve is configured to control the flow of refrigerant into an evaporator, the refrigerant having an associated liquid setting comprising a temperature and a pressure at which the refrigerant flows through the valve. The controller is operable to adjust the liquid setting, the adjusted liquid setting comprising a temperature and a pressure selected to improve energy efficiency under conditions currently being experienced by the refrigeration system, wherein the controller is operable to adjust the temperature and the pressure simultaneously such that the adjustment does not interfere with operation of the valve.

Abstract: Systems and methods for detecting the presence of a body in a network without fiducial elements, using signal absorption, and signal forward and reflected backscatter of RF waves caused by the presence of a biological mass in a communications network.

Abstract: A steerable downhole tool may alter a direction of travel of a drilling operation while drilling into the earth. The tool may accomplish this by extending a rod from openings disposed in a side of the tool. The rod may slide within a cavity passing from one of the openings to another. The rod may degrade material from an internal surface of a borehole in which the tool is traveling, by engaging the surface with cutter elements exposed on opposing tips of the rod. The tool may also push off of the borehole wall opposite from the area of degradation.

Abstract: Systems and methods of intelligent formation and acquisition of machine learning training data for implementing an artificially intelligent dialogue system includes constructing a corpora of machine learning test corpus that comprise a plurality of historical queries and commands sampled from production logs of a deployed dialogue system; configuring training data sourcing parameters to source a corpora of raw machine learning training data from remote sources of machine learning training data; calculating efficacy metrics of the corpora of raw machine learning training data, wherein calculating the efficacy metrics includes calculating one or more of a coverage metric value and a diversity metric value of the corpora of raw machine learning training data; using the corpora of raw machine learning training data to train the at least one machine learning classifier if the calculated coverage metric value of the corpora of machine learning training data satisfies a minimum coverage metric threshold.

Abstract: Methods, computer program products, and systems are presented. The methods include, for instance: obtaining the group task to be performed by two or more individual members is specified by a task profile including a type of required skill to perform the group task. Member availabilities are respectively modeled based on estimated time of completion and calendar of each member. A group free time model is built based on individual availability models, and a subgroup of the individual members is selected and the group task is assigned by notification.

Abstract: A user interface for display of multiview image sets captured by slide scanning digital microscopes, including a graphical user interface (GUI) for the display of one or more of multi-level, multi-angle, and multi-region images.

Abstract: A privacy management system that is configured to process one or more data subject access requests and further configured to: (1) enable a data protection officer to submit an audit request; (2) perform an audit based on one or more parameters provided as part of the request (e.g., one or more parameters such as how long an average request takes to fulfill, one or more parameters related to logging and/or tracking data subject access requests and/or complaints from one or more particular customer advocacy groups, individuals, NGOs, etc.); and (3) provide one or more audit results to the officer (e.g., by displaying the results on a suitable display screen).

Abstract: Method, computer program product, and system to prioritize the execution of processing task requests in a task request queue, where the processing task requests are related to an environment. The method includes adding processing task requests to a task request queue in response to the detection of predefined actions in an environment. The method also includes adding additional processing task requests or adjusting a priority level of not yet completed task requests in the task request queue, in response to detecting subsequent predefined actions in the environment.

Abstract: A tilt mechanism for a display device support apparatus including a base member and a tilt head. The base member includes a bearing portion, a mounting portion, and a fastener recess. The tilt head includes an attachment portion and a sliding portion. The attachment portion is configured to couple the tilt head to a mounting plate, and the sliding portion engages the bearing portion. A friction member engages the tilt head and applies a friction force to the tilt head. A mounting fastener extends through a portion of the base and is connected to the friction member. The mounting fastener has a head that is positioned in the recess. The mounting fastener sets the amount of friction force on the tilt head.

Abstract: A viral transduction and/or electroporation device has s a membrane separating two chambers and two electroporation electrodes for the chambers. An electrical voltage source is used for establishing an electrical field across the membrane and between the two electrodes. In operation, fluid is flowed into the chambers including fluid containing electroporation cargo and viral transduction solution and an electrical field is established across the membrane and between the electrodes to electroporate cells pinned to the membrane and transfecting the cells.

Abstract: The present disclosure provides a system for transmitting rotational motion between a driving element and a driven element. The system comprises a driving element that is coupled to a torque input that causes the driving element to rotate about a drive axis. The driving element comprises a first magnetic element. A driven element is configured to rotate about a driven axis. The driven element comprises a second magnetic element. Both the first magnetic element and second magnetic element are susceptible to a magnetic field, and at least one of the first and second magnetic element produces a magnetic field. A magnetic interaction between the first magnetic element and the second magnetic element couples the rotational motion of the driving element and the rotational motion of the driven element. The driving and driven elements are coupled at a predetermined rotational orientation with respect to each other.

Abstract: The present disclosure provides methods and systems for providing personalized food and health management recommendations. A dietary glucose monitor may comprise a food analysis module in communication with a glucose level monitor, where the food analysis module may be configured to (1) analyze data indicative of foods consumed by a user, and (2) determine an effect of individual foods on a glucose level of the user, based on changes to the user's glucose level as measured by the glucose level monitor.

Abstract: A neural network architecture is disclosed for performing video frame prediction using a sequence of video frames and corresponding pairwise optical flows. The neural network processes the sequence of video frames and optical flows utilizing three-dimensional convolution operations, where time (or multiple video frames in the sequence of video frames) provides the third dimension in addition to the two-dimensional pixel space of the video frames. The neural network generates a set of parameters used to predict a next video frame in the sequence of video frames by sampling a previous video frame utilizing spatially-displaced convolution operations. In one embodiment, the set of parameters includes a displacement vector and at least one convolution kernel per pixel. Generating a pixel value in the next video frame includes applying the convolution kernel to a corresponding patch of pixels in the previous video frame based on the displacement vector.

Abstract: An automated pruning technique is proposed for reducing the size of a convolutional neural network. A large-sized network is trained and then connections between layers are explored to remove redundant parameters. Specifically, a scaling neural subnetwork is connected to the neural network and designed to infer importance of the filters in the neural network during training of the neural network. Output from the scaling neural subnetwork can then be used to remove filters from the neural network, thereby reducing the size of the convolutional neural network.

Abstract: An administration set for an infusion pump includes a free-flow prevention device having a movable plunger that includes a cam surface defining an uneven profile along a direction of movement of the plunger, wherein the shape of the cam surface profile indicates the administration set is authorized for use with the infusion pump and may further indicate the specific type of administration set. A sensor in the infusion pump senses movement of the plunger as a platen of the infusion pump is latched and generates a profile signal in the time domain representative of the cam surface profile. A processor evaluates the profile signal and controls operation of the pump to protect a patient from improper loading of an administration set, use of an unauthorized administration set, and/or use of an invalid type of administration set for a chosen infusion protocol.

Abstract: A mounting system for adjustably mounting a storage system to a wall is provided. The mounting system includes a horizontal rail to be secured to the wall, a stanchion spaced from the wall, and an adjustable knuckle assembly supporting the stanchion on the horizontal rail. The knuckle assembly is adjustable to move the stanchion toward and away from the wall, enabling the mounting system to accommodate plumb variations in the wall.

Abstract: An asymmetric high-k dielectric for reduced gate induced drain leakage in high-k MOSFETs and methods of manufacture are disclosed. The method includes performing an implant process on a high-k dielectric sidewall of a gate structure. The method further includes performing an oxygen annealing process to grow an oxide region on a drain side of the gate structure, while inhibiting oxide growth on a source side of the gate structure adjacent to a source region.

Abstract: Compounds of Formula I and Formula II, pharmaceutically acceptable salt thereof, stereoisomers of any of the foregoing, or mixtures thereof are agonists of the APJ Receptor and may have use in treating cardiovascular and other conditions. Compounds of Formula I and Formula II have the following structures: (I) (II) where the definitions of the variables are provided herein.

Abstract: Aspects of the subject disclosure may include, for example, a machine-readable storage medium, including executable instructions that, when executed by a processing system including a processor, facilitate performance of operations that include receiving a request for a video-on-demand session through a selected video-application provided at a media processor, instantiating an instance of the selected video-application as an instantiated video-application, wherein the instantiated video-application loads a decryption algorithm for the video-on-demand session, receiving video data from a video service associated with the instantiated video-application, applying the decryption algorithm on the video data to generate decoded video content, and providing the decoded video content to the media processor. Other embodiments are disclosed.

Abstract: Distribution and management of services in virtual environments is described herein. In one or more implementations, a service distribution and management model is implemented in which system services and applications are seamlessly distributed across multiple containers which each implement a different runtime environment. In one or more implementations, a system for distributing access to services in a host operating system of a computing device includes a host operating system configured to implement a host runtime environment, and one or more services implemented by the host operating system. The system further includes a service control manager configured to enable communication between a client stub of a service implemented in a client runtime environment and a service provider of the service that is implemented in a service runtime environment that is separate from the first client runtime environment.