Abstract: A method for identifying a gesture associated with a target object may include receiving an image associated with the target object; identifying a region of interest (ROI) within the image associated with the target object; determining one or more feature vectors associated with the target object based on the ROI; generating a traversal path estimate based on the image and the ROI, the traversal path estimate being indicative of a region of movement of the target object; determining, based on the one or more feature vectors and the traversal path estimate, whether the gesture associated with the target object is one of a false gesture or a real gesture; and triggering a response based on the gesture being determined to be a false gesture or a real gesture.

Abstract: A method in a networking environment to generate personalized data-streaming for a multimedia playback device is provided. The method includes deploying an ABR based data-streaming logic as a base-model at a multimedia playback device, obtaining parameters for a time duration based on a multimedia-playback at the multimedia playback device, obtaining a statistical mean for the parameters based on a first statistical analysis, identifying a parameter from the parameters by comparing the obtained mean against a threshold weight associated with the parameters in accordance with the base model, scaling the identified parameter in a predefined format as training, applying a second statistical analysis to the identified parameter of the playback device and another playback device for determining a covariance between both devices and determining a category of the playback device based on the covariance and deploying a version of the trained base model upon the playback device based on the category.

Abstract: A method in a networking environment to generate personalized data-streaming for a multimedia playback device is provided. The method includes deploying an ABR based data-streaming logic as a base-model at a multimedia playback device, obtaining parameters for a time duration based on a multimedia-playback at the multimedia playback device, obtaining a statistical mean for the parameters based on a first statistical analysis, identifying a parameter from the parameters by comparing the obtained mean against a threshold weight associated with the parameters in accordance with the base model, scaling the identified parameter in a predefined format as training, applying a second statistical analysis to the identified parameter of the playback device and another playback device for determining a covariance between both devices and determining a category of the playback device based on the covariance and deploying a version of the trained base model upon the playback device based on the category.

Abstract: The computer-based systems and methods for healthcare procedure recommendation and prediction disclosed herein include specialized computing components configured with customized software, where the components executing the software are configured to (i) after a patient has scheduled an appointment for a first provider to perform a healthcare procedure, identify and recommend one or more alternative providers having a lower expected out-of-pocket cost than the first provider before the date of the scheduled appointment, and/or (ii) predict a likely follow-up procedure for a scheduled appointment, and provide the predicted follow-up procedure and a recommended provider to perform the predicted follow-up procedure to a patient before (or perhaps during) the scheduled appointment.

Abstract: A system includes a first graphics interface, a second graphics interface, and a display system. The first graphics interface is configured to receive first graphics instructions from a user application, identify an abstraction mode of the user application, and generate second graphics instructions based on the first graphics instructions and the abstraction mode. The second graphics interface is configured to receive the second graphics instructions from the first graphics interface and generate a widget based on the second graphics instructions. The display system includes a graphics generator and a display device. The graphics generator is configured to generate a visual representation based on the widget. The display device is configured to display the visual representation.

Abstract: Techniques for objectclass versioning in directory server schema are provided. The techniques include migrating from one version of a directory server to another version of the directory server, maintaining one or more versions of an objectclass while migrating from one version of a directory server to another version of the directory server, and selecting one of the one or more versions of an objectclass for normal functioning of an application.

Abstract: Techniques for objectclass versioning in directory server schema are provided. The techniques include migrating from one version of a directory server to another version of the directory server, maintaining one or more versions of an objectclass while migrating from one version of a directory server to another version of the directory server, and selecting one of the one or more versions of an objectclass for normal functioning of an application.

Abstract: Techniques for objectclass versioning in directory server schema are provided. The techniques include migrating from one version of a directory server to another version of the directory server, maintaining one or more versions of an objectclass while migrating from one version of a directory server to another version of the directory server, and selecting one of the one or more versions of an objectclass for normal functioning of an application.