Abstract: A system assigns target systems to users for identifying system defects. The system ranks the users using a machine learning model. The system extracts a feature vector describing a target system. The system extracts features describing each user. The system provides the features describing the user and the features describing the target system as input to a machine learning model. The machine learning model is trained to receive information describing an input user and an input target system and predict a score indicating a likelihood of the input user providing a system defect in the input target system. The system executes the machine learning model to predict a score for each user. The system ranks the users based on the scores. The system ranks the users based on the scores and communicates with a subset of users selected based on the ranking.

Abstract: A seat for a mobility device accommodating flexibility, personalized comfort, and transportability. The seat can include a button push means to enable movement of a height-adjustable armrest. The seat back can fold upon the seat for transportability. The seat cushion and armrest cushion can be removably mounted and separately replaceable. The seat can be mounted upon various types of devices, including, but not limited to, wheelchairs.

Abstract: A system to deploy virtual sensors to a machine learning project and translate data of the machine learning project is provided. The system can deploy, for a machine learning project, a plurality of virtual sensors at a first location of a plurality of locations to detect metadata of a data source of the machine learning project, at a second location of the plurality of locations to detect deployment information of a model trained for the machine learning project, and at a third location of the plurality of locations to detect learning session information for creation of the model. The system can collect, via the plurality of virtual sensors, data for the machine learning project. The system can translate, for render on a computing system, the data collected via the plurality of virtual sensors into a plurality of graphics.

Abstract: A linear actuator with an integrated variable frequency drive. The linear actuator includes an AC motor. A screw assembly with an output shaft is mechanically coupled to the AC motor. An extension tube is provided with a front mount. The extension tube is configured and arranged to be driven in translatory motion in either direction by the screw assembly. A cover tube encloses the extension tube and screw assembly. An actuator housing is operatively associated with the screw assembly and the AC motor. The actuator housing has a removable cover. A bracket is attached to the inside surface of the removable cover. The VFD is mounted within the actuator housing. The VFD may be mounted on the bracket adjacent to the inside surface of the removable cover. The removable cover may facilitate heat transfer out of the actuator housing.

Abstract: A linear actuator with an integrated variable frequency drive. The linear actuator includes an AC motor. A screw assembly with an output shaft is mechanically coupled to the AC motor. An extension tube is provided with a front mount. The extension tube is configured and arranged to be driven in translatory motion in either direction by the screw assembly. A cover tube encloses the extension tube and screw assembly. An actuator housing is operatively associated with the screw assembly and the AC motor. The actuator housing has a removable cover. A bracket is attached to the inside surface of the removable cover. The VFD is mounted within the actuator housing. The VFD may be mounted on the bracket adjacent to the inside surface of the removable cover. The removable cover may facilitate heat transfer out of the actuator housing.

Abstract: A linear actuator with an integrated variable frequency drive. The linear actuator includes an AC motor. A screw assembly with an output shaft is mechanically coupled to the AC motor. An extension tube is provided with a front mount. The extension tube is configured and arranged to be driven in translatory motion in either direction by the screw assembly. A cover tube encloses the extension tube and screw assembly. An actuator housing is operatively associated with the screw assembly and the AC motor. The actuator housing has a removable cover. A bracket is attached to the inside surface of the removable cover. The VFD is mounted within the actuator housing. The VFD may be mounted on the bracket adjacent to the inside surface of the removable cover. The removable cover may facilitate heat transfer out of the actuator housing.

Abstract: According to one or more aspects, a system for vehicle user interface (UI) management includes an interface component, an operation component, a presentation logic, and a rendering component. The interface component may include a display portion located at a first position and an input portion located at a second position different than the first position. The input portion may receive one or more user inputs and include a touch sensitive portion, a first button, and a second button. The operation component may select one or more modes for a UI based on one or more of the user inputs. The presentation logic may generate one or more objects based on a selected mode and presence information associated with one or more of the user inputs. The rendering component may render one or more of the objects to form a composite image at the display portion.

Abstract: A system and method for auto-inoculating a bioreactor in a seed train process includes an expansion chamber for expanding an initial cell stock to a viable cell density, a bioreactor for inoculation with the expanded cell stock; a fluid communication path between the expansion chamber and the bioreactor; a pump for controlling fluid flow through the fluid communication path; a Raman spectrometer for generating Raman spectral data; a multivariate model providing predictions of processing variables in the expansion chamber; and a computer system for controlling the pump to effect auto-inoculation of the bioreactor from the expansion chamber, through the fluid communication path, when the computer system determines from the Raman spectral data that one or more predefined trigger events have occurred.

Abstract: According to one or more aspects, a system for vehicle user interface (UI) management includes an interface component, an operation component, a presentation logic, and a rendering component. The interface component may include a display portion located at a first position and an input portion located at a second position different than the first position. The input portion may receive one or more user inputs and include a touch sensitive portion, a first button, and a second button. The operation component may select one or more modes for a UI based on one or more of the user inputs. The presentation logic may generate one or more objects based on a selected mode and presence information associated with one or more of the user inputs. The rendering component may render one or more of the objects to form a composite image at the display portion.

Abstract: According to one or more aspects, a system for vehicle user interface (UI) management includes an interface component, an operation component, a presentation logic, and a rendering component. The interface component may include a display portion located at a first position and an input portion located at a second position different than the first position. The input portion may receive one or more user inputs and include a touch sensitive portion, a first button, and a second button. The operation component may select one or more modes for a UI based on one or more of the user inputs. The presentation logic may generate one or more objects based on a selected mode and presence information associated with one or more of the user inputs. The rendering component may render one or more of the objects to form a composite image at the display portion.

Abstract: The present invention provides in situ Raman spectroscopy methods and systems for monitoring and controlling one or more process variables in a bioreactor cell culture in order to improve product quality and consistency. The methods and systems utilize in situ Raman spectroscopy and chemometric modeling techniques for real-time assessments of cell cultures, combined with signal processing techniques, for precise continuous feedback and model predictive control of cell culture process variables. Through the use of real-time data from Raman spectroscopy, the process variables within the cell culture may be continuously or intermittently monitored and automated feedback controllers maintain the process variables at predetermined set points or maintain a specific feeding protocol that delivers variable amounts of agents to the bioreactor to maximize bioproduct quality.

Abstract: According to one or more aspects, a system for vehicle user interface (UI) management includes an interface component, an operation component, a presentation logic, and a rendering component. The interface component may include a display portion located at a first position and an input portion located at a second position different than the first position. The input portion may receive one or more user inputs and include a touch sensitive portion, a first button, and a second button. The operation component may select one or more modes for a UI based on one or more of the user inputs. The presentation logic may generate one or more objects based on a selected mode and presence information associated with one or more of the user inputs. The rendering component may render one or more of the objects to form a composite image at the display portion.

Abstract: According to one or more aspects, a system for vehicle user interface (UI) management includes an interface component, an operation component, a presentation logic, and a rendering component. The interface component may include a display portion located at a first position and an input portion located at a second position different than the first position. The input portion may receive one or more user inputs and include a touch sensitive portion, a first button, and a second button. The operation component may select one or more modes for a UI based on one or more of the user inputs. The presentation logic may generate one or more objects based on a selected mode and presence information associated with one or more of the user inputs. The rendering component may render one or more of the objects to form a composite image at the display portion.

Abstract: One or more embodiments of techniques or systems for privacy management are provided herein. In one or more embodiments, privacy management may be provided by adjusting the way a system provides notifications, handles communications, or executes applications based on the presence or positioning of one or more occupants within a vehicle. In other words, a vehicle may provide notifications in a first manner when merely a driver is present but provide notifications in a second manner (e.g., different than the first manner) when an additional occupant is detected. Sensors may be utilized to detect the presence or positioning of occupants and communications or applications may be managed accordingly. In this manner, privacy management is provided, thus enhancing security of applications or communications utilized by occupants of a vehicle, such as a driver, for example.

Abstract: According to one or more aspects, a system for vehicle user interface (UI) management includes an interface component, an operation component, a presentation logic, and a rendering component. The interface component may include a display portion located at a first position and an input portion located at a second position different than the first position. The input portion may receive one or more user inputs and include a touch sensitive portion, a first button, and a second button. The operation component may select one or more modes for a UI based on one or more of the user inputs. The presentation logic may generate one or more objects based on a selected mode and presence information associated with one or more of the user inputs. The rendering component may render one or more of the objects to form a composite image at the display portion.

Abstract: A gesture control system includes a processor, the processor in communication with a plurality of sensors. The processor is configured to perform the steps of detecting, using the plurality of sensors, a gesture in a volume occupied by a plurality of occupants, analyzing a prior knowledge to associate the gesture with one of the plurality of occupants, and generating an output, the output being determined by the gesture and the one of the plurality of occupants.

Abstract: An advertising proxy server enables limited-functionality web browsers, such as those commonly installed on mobile devices, to display web page content quickly, without incurring the delay normally associated with displaying web pages containing advertisements. When such a web browser requests a web page containing advertisements from a web server, the web server: (1) serves the main web page content to the web browser; and (2) instructs the advertising proxy server to retrieve the web page's advertising content. The web browser may render the main web page content while the advertising proxy server is retrieving the advertising content from a conventional advertising server. The web browser requests the advertising content from the advertising proxy server, which serves the advertising content, when available, to the web browser, which then renders the advertising content. The web browser may perform these functions without the need to execute JavaScript or other non-HTML code.

Abstract: A graphical user interface in which object thumbnails are rendered in a three-dimensional environment and which exploits spatial memory. The objects may be moved, continuously, with a two-dimensional input device. Pop-up title bars may be rendered over active objects. Intelligent help may be provided to the user, as visual indicators, based on proximity clustering or based on matching algorithms. The simulated location of the object thumbnails in a direction orthogonal to the surface is based on function, such as a linear, polynomial, or exponential function for example, of one or more object properties, such as number of mouse clicks since selected, age, size, etc.

Abstract: A method and computer input device are provided for controlling a displayed object. Using the method and computer input device, an indication of the amount of rotation and translation of the computer input device is received. A decision is then made as to whether to use the amount of rotation of the computer input device to control a displayed object based on the amount of translation of the computer input device.

Abstract: A computer input device and computer system are provided that determine a height of the computer input device over a surface. Based on the height, an audio signal generator generates an audio driver signal. The audio driver signal is applied to an audio signal generate that generates an audio signal based on the audio driver signal.