Abstract: In some implementations, a system may receive a first set of files output based on a machine learning model that is trained using training data that includes a set of values, for each of multiple observations, that corresponds to a set of features. The system may receive a second set of files that includes information that identifies a set of valid values corresponding to the set of features. The system may generate, based on the first set of files and the second set of files, code for generating the output score from the trained model based on a set of input values that are input to the trained model. The system may deploy the code for execution in a computing environment.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for controlling spraying of chemicals by an unmanned aerial vehicle (UAV). An unmanned aerial vehicle system includes one or more processors configured to perform operations of autonomously performing a flight path by the UAV and dispersing a chemical by the UAV along portions of the flight path. The UAV may include a chemical spray system having one or more spray booms with multiple nozzles for dispersing a chemical. The chemical spray system may include one or more tanks attached to the body of the UAV and a pump fluidly connected to the tanks to disperse chemical via the spray booms.

Abstract: An off-gas detection system for mobile equipment includes an off-gas detection device, and a controller. The off-gas detection device is configured to removably couple with the mobile equipment. The off-gas detection device is configured to define a controlled flow path between an electrical energy storage device of the mobile equipment and an off-gas detector. The controller is configured to receive data from the off-gas detector regarding an air sample, determine a presence or concentration of off-gas within the air sample, and initiate one or more actions in response to determining the presence or concentration of off-gas in the air sample.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for controlling spraying of chemicals by an unmanned aerial vehicle (UAV). An unmanned aerial vehicle system includes one or more processors configured to perform operations of autonomously performing a flight path by the UAV and dispersing a chemical by the UAV along portions of the flight path. The UAV may include a chemical spray system having one or more spray booms with multiple nozzles for dispersing a chemical. The chemical spray system may include one or more tanks attached to the body of the UAV and a pump fluidly connected to the tanks to disperse chemical via the spray booms.

Abstract: A first assembly combinable to the heavy equipment and a second assembly pivotally attached to the first assembly for rotation about a first axis and configured for pivotal attachment to the vehicle for rotation about a second axis. A tow rod extending from the first assembly with a third axis extending therethrough and combinable to the heavy equipment and configured for rotation with respect to the heavy equipment about the third axis.

Abstract: Methods, apparatus, systems, and computer-readable media are provided for visually annotating rendered multi-dimensional representations of robot environments. In various implementations, an entity may be identified that is present with a telepresence robot in an environment. A measure of potential interest of a user in the entity may be calculated based on a record of one or more interactions between the user and one or more computing devices. In some implementations, the one or more interactions may be for purposes other than directly operating the telepresence robot. In various implementations, a multi-dimensional representation of the environment may be rendered as part of a graphical user interface operable by the user to control the telepresence robot. In various implementations, a visual annotation may be selectively rendered within the multi-dimensional representation of the environment in association with the entity based on the measure of potential interest.

Abstract: A first assembly combinable to the heavy equipment and a second assembly pivotally attached to the first assembly for rotation about a first axis and configured for pivotal attachment to the vehicle for rotation about a second axis. A tow rod extending from the first assembly with a third axis extending therethrough and combinable to the heavy equipment and configured for rotation with respect to the heavy equipment about the third axis.

Abstract: Methods, apparatus, systems, and computer-readable media are provided for selective robot deployment. In various implementations, a context of a user may be determined based at least in part on a record of one or more computing interactions associated with the user. In various implementations, a robot-performable task of the user may be identified based at least in part on the context. In various implementations, a measure of potential or actual interest of the user in deploying a robot to perform the robot-performable task may be determined. In various embodiments, the robot may be selectively deployed based on the measure of potential or actual interest.

Abstract: Methods, apparatus, systems, and computer-readable media are provided for visually annotating rendered multi-dimensional representations of robot environments. In various implementations, an entity may be identified that is present with a telepresence robot in an environment. A measure of potential interest of a user in the entity may be calculated based on a record of one or more interactions between the user and one or more computing devices. In some implementations, the one or more interactions may be for purposes other than directly operating the telepresence robot. In various implementations, a multi-dimensional representation of the environment may be rendered as part of a graphical user interface operable by the user to control the telepresence robot. In various implementations, a visual annotation may be selectively rendered within the multi-dimensional representation of the environment in association with the entity based on the measure of potential interest.

Abstract: Methods, apparatus, systems, and computer-readable media are provided for visually annotating rendered multi-dimensional representations of robot environments. In various implementations, an entity may be identified that is present with a telepresence robot in an environment. A measure of potential interest of a user in the entity may be calculated based on a record of one or more interactions between the user and one or more computing devices. In some implementations, the one or more interactions may be for purposes other than directly operating the telepresence robot. In various implementations, a multi-dimensional representation of the environment may be rendered as part of a graphical user interface operable by the user to control the telepresence robot. In various implementations, a visual annotation may be selectively rendered within the multi-dimensional representation of the environment in association with the entity based on the measure of potential interest.

Abstract: Methods, apparatus, systems, and computer-readable media are provided for selective robot deployment. In various implementations, a context of a user may be determined based at least in part on a record of one or more computing interactions associated with the user. In various implementations, a robot-performable task of the user may be identified based at least in part on the context. In various implementations, a measure of potential or actual interest of the user in deploying a robot to perform the robot-performable task may be determined. In various embodiments, the robot may be selectively deployed based on the measure of potential or actual interest.

Abstract: Methods and apparatus to control aircraft horizontal stabilizers are described herein. One described method includes calculating, using a processor, a desired movement of a horizontal stabilizer of an aircraft to counteract a pitching moment of the aircraft, and controlling the horizontal stabilizer based on the desired movement.

Abstract: Methods and apparatus to control aircraft horizontal stabilizers are described herein. One described method includes calculating, using a processor, a desired movement of a horizontal stabilizer of an aircraft to counteract a pitching moment of the aircraft, and controlling the horizontal stabilizer based on the desired movement.

Abstract: A control device for controlling the operation of a medical imaging system is disclosed. The control device comprises at least one solar energy unit configured to generate electrical energy from ambient light energy. The control device also comprises at least one switch connected to the at least one solar energy unit that is configured to receive the electrical energy for operating the medical imaging system.

Abstract: A work information system includes a user interface; an analysis system connected to the user interface, the analysis system comprising a plurality of analysis modules including an interactively-developed analysis module; a self-learning database connected to the analysis system; a solution development and design system connected to the self-learning database, where the solution development and design system includes modules for generating reports reflecting skills/knowledge; performance capacity; motivation self-concept; expectation/feedback; tools/processes; and rewards/motivation/incentive; an implementation system connected to the solution development and design system, the implementation system including modules for training; job aids; toolbox; policy; procedures; and a user defined module; an evaluation system; and a feedback system connecting each of the evaluation system, implementation system, solution design and development system, self-learning database, and analysis system to all precedent systems

Abstract: The present invention provides a computer-aided method and system for creating an integrated interactive competencies-based personnel information system for personnel managers to use in recruitment and hiring, professional development and training and employee evaluation. The system generates a toolbox which consists of a job advertisement tool, a screening tool, an interview guide tool, a professional development tool, and an evaluation tool. All of these tools use information on the competencies required by position in a particular business establishment. The system also produces a hiring guide that takes users step-by-step through the recruitment and hiring process, including easy-to-follow directions and sample forms.

Abstract: A portable communication device is equipped with a level application to provide the device with a level sensing functionality. The level application and level sensing functionality is based on data related to the orientation and/or motion of the device. The level application and level sensing functionality allow the position of the communication device in multidimensional space to be ascertained relative to a reference plane, which allows a user to utilize the communication device as a level.

Abstract: A three-dimensional tilt ratchet mechanism that is able to rotate, pivot, and bend forwards or backwards with ease is provided. The mechanism includes a device for multi-dimensional movement and placement of a retractor blade which comprises a first member adapted to receive a stem of a retractor blade. The first member has a locking mechanism effective to enable selective lateral adjustment of the retractor blade relative to the first member. Also provided is a second member to which the first member is mated. The first member is vertically pivotable with respect to the second member to enable selective vertical pivoting adjustment of the retractor blade relative to the second member. A rotator indexing body is mated to the second member and is adapted to mount onto a rim of a surgical support.

Abstract: A composition and method for treating circulatory conditions by promoting systemic vascular relaxation and dilation. Exemplary circulatory conditions are disclosed and include wound healing and/or reduction of hypertension. The composition is a natural combination of L-arginine, ginseng and Zizyphi fructus in an orally or topically administered dosage. The combination works synergistically to synthesize NO and thereby promote systemic vascular relaxation and dilation. The mechanism works in the wound compartment to promote and sustain the wound healing process. Likewise, the combined constituents, when administered orally or topically in proper concentration, work to maintain a critical threshold level of NO in areas that cannot themselves produce it, thereby promoting systemic vascular relaxation and dilation in order to reduce hypertension.

Abstract: A composition and method for treating sexual dysfunction by natural means using a combination of L-arginine, ginseng and Zizyphi fructus in an orally administered dosage. The combination works synergistically to alleviate erectile dysfunction by stimulating enough release of NO in the corpus cavernosum to produce and sustain smooth muscle relaxation, thereby allowing the inflow of blood and alleviating erectile dysfunction. Thus, a natural medicinal alternative to Viagra.RTM. is provided for the treatment of erectile dysfunction. The composition and method is also useful in treating sexual conditions in females.