Abstract: Methods and systems are described herein for identifying matching parameters of groups of nodes in graphical representations. The system may generate, in a graphical user interface, a graphical representation of nodes representing users associated with an entity. The system may activate the graphical representation as links connecting pairs of nodes, with the links representing interactions between users. The system may identify a grouping of nodes having a level of local clustering indicative of undesired activity. The system may determine graphical parameters relating to the level of local clustering and may identify the same graphical parameters in other groupings of nodes in other graphical representations. The system may thus identify indications of undesired activity based on matching parameters of groups of nodes.

Abstract: Methods and systems for network analysis, modeling, and visualization of electronic data involve using a machine learning algorithm for generating, in a relationship visualization aspect of a graphical user interface, a visualization consisting at least in part of a plurality of icons, each icon representing an interacting entity, and activating a visualization consisting at least in part of an element disposed between each of a plurality of pairs of the plurality of icons representing interactions between the users. The machine learning algorithm identifies communities of users based on created models of each interacting user. The machine learning algorithm displays the visualization based on predictions of how the display will be acknowledged by a viewer. The machine learning algorithm makes predictions of how an interacting user and the community will evolve over time.

Abstract: Methods and systems for network analysis, modeling, and visualization of electronic data involve using a machine learning algorithm for generating, in a relationship visualization aspect of a graphical user interface, a visualization consisting at least in part of a plurality of icons, each icon representing an interacting entity, and activating a visualization consisting at least in part of an element disposed between each of a plurality of pairs of the plurality of icons representing interactions between the users. The machine learning algorithm identifies communities of users based on created models of each interacting user. The machine learning algorithm displays the visualization based on predictions of how the display will be acknowledged by a viewer. The machine learning algorithm makes predictions of how an interacting user and the community will evolve over time.

Abstract: A respiratory mask system includes a mask interface and a headgear assembly. The headgear assembly is adjustable and comprised of an elastic portion, a non-elastic portion and a restriction mechanism configured to provide a force resisting movement of the non-elastic portion when the elastic portion is extended. There is a support beam coupled to the non-elastic portion and extending along a portion of the headgear that is curved along its longitudinal extent. In this way particular seal modules can be comfortably fitted to a user and any blow off force is mitigated. A particular example of the respiratory mask system includes provision for removable attachment between the seal and a mask frame, the mask frame and a yoke of the headgear; and between a conduit and the mask frame.

Abstract: FIGS. 1-16D & 66A-92D disclose a large variety of methods of forming the headgear for use in combination with a breathing apparatus including a unitary plastic core within textile casings. In some configurations, the plastic core material penetrates or bursts-through the textile casing of the straps. Some configurations include over moulding, alignment posts, T-joints and joint housings with injection aperture. FIGS. 17-65 & 93A-94C disclose a large variety of different headgear arrangements including top strap, front strap, rear strap and pairs of straps extending from the mask above and below the ear to meet behind the ear. FIGS. 95-121B disclose a large variety of connectors connecting the headgear assembly to the mask assembly where the headgear, mask and connector form a closed loop when the connector is disengaged with the mask assembly.

Abstract: FIGS. 1-16D & 66A-92D disclose a large variety of methods of forming the headgear for use in combination with a breathing apparatus comprising a unitary plastic core within textile casings. In some configurations, the plastic core material penetrates or bursts-through the textile casing of the straps. Some configurations include over moulding, alignment posts, T-joints and joint housings with injection aperture. FIGS. 17-65 & 93A-94C disclose a large variety of different headgear arrangements including top strap, front strap, rear strap and pairs of straps extending from the mask above and below the ear to meet behind the ear. FIGS. 95-121B disclose a large variety of connectors connecting the headgear assembly to the mask assembly where the headgear, mask and connector form a closed loop the connector is disengaged with the mask assembly.

Abstract: FIGS. 1-16D & 66A-92D disclose a large variety of methods of forming the headgear for use in combination with a breathing apparatus comprising a unitary plastic core within textile casings. In some configurations, the plastic core material penetrates or bursts-through the textile casing of the straps. Some configurations include over moulding, alignment posts, T-joints and joint housings with injection aperture. FIGS. 17-65 & 93A-94C disclose a large variety of different headgear arrangements including top strap, front strap, rear strap and pairs of straps extending from the mask above and below the ear to meet behind the ear. FIGS. 95-121B disclose a large variety of connectors connecting the headgear assembly to the mask assembly where the headgear, mask and connector form a closed loop the connector is disengaged with the mask assembly.

Abstract: A signal detection methodology is provided to determine from a waterfall image where the signal occurred on the frequency spectrum, when it occurred, and what type of modulation the signal is. The methodology includes converting a waterfall image into a first binary image version of the waterfall image; removing noise spikes from the first binary image version of the waterfall image; removing vertical gaps in the first binary image to thereby create an intermediate image version of the first binary image; converting the intermediate image version of the first binary image into a second binary image; identifying location parameters of a signal of interest within the second binary image; and isolating, using the identified location parameters, the signal of interest in the waterfall image to generate an isolated image of the signal of interest.

Abstract: FIGS. 1-16D & 66A-92D disclose a large variety of methods of forming the headgear for use in combination with a breathing apparatus including a unitary plastic core within textile casings. In some configurations, the plastic core material penetrates or bursts-through the textile casing of the straps. Some configurations include over moulding, alignment posts, T-joints and joint housings with injection aperture. FIGS. 17-65 & 93A-94C disclose a large variety of different headgear arrangements including top strap, front strap, rear strap and pairs of straps extending from the mask above and below the ear to meet behind the ear. FIGS. 95-121B disclose a large variety of connectors connecting the headgear assembly to the mask assembly where the headgear, mask and connector form a closed loop the connector is disengaged with the mask assembly.

Abstract: According to this disclosure there is provided various embodiments of directional adjustment unit for a headgear for a respiratory mask, comprising a housing, at least one frictional engagement member arranged to be movable with respect to the housing, the at least one frictional engagement member having an aperture extending therethrough for receiving a filament of a strap of the headgear therethrough, wherein the at least one frictional engagement member in a first movable configuration provides a disengaged configuration with respect to the filament, and in a second movable configuration provides an engaged configuration with respect to the filament. Also disclosed herein are various headgear, yoke assemblies, mask assemblies, mask frames and headgear filaments, some of which are for use with such a directional adjustment unit.

Abstract: Various autonomous aquatic herbicide application vessels are described. In one embodiment, a system for aquatic herbicide application includes an aquatic vessel, a propulsion system to propel the aquatic vessel over a body of water, a holding container to hold a substance, a substance applicator to apply the substance to the body of water, and a controller. The controller can include a control processor configured to navigate the aquatic vessel using the propulsion system and apply the substance to the body of water using the substance applicator. According to one embodiment, the system includes a global positioning system to determine a geographic location of the system and a memory to store a route for application of the substance in the body of water. Further, the controller is configured to autonomously control the propulsion system to track the route based on changes in the geographic location of the system over time.

Abstract: FIGS. 1-16D & 66A-92D disclose a large variety of methods of forming the headgear for use in combination with a breathing apparatus comprising a unitary plastic core within textile casings. In some configurations, the plastic core material penetrates or bursts-through the textile casing of the straps. Some configurations include over moulding, alignment posts, T-joints and joint housings with injection aperture. FIGS. 17-65 & 93A-94C disclose a large variety of different headgear arrangements including top strap, front strap, rear strap and pairs of straps extending from the mask above and below the ear to meet behind the ear. FIGS. 95-121B disclose a large variety of connectors connecting the headgear assembly to the mask assembly where the headgear, mask and connector form a closed loop the connector is disengaged with the mask assembly.