Abstract: There is provided computer implemented method for detecting and reducing or removing bias for generating a machine learning model, comprising: prior to generating the machine learning model: receiving a training dataset, comprising target inputs, each comprising parameters and labelled with a corresponding target output, wherein at least one of the parameters of at least of the target inputs comprises a sensitive parameter indicative of the corresponding target input assigned to a sensitive group that is potentially biased against other target inputs that are excluded from the sensitive group, analyzing the training dataset to identify target inputs affected by label bias when a statistically significant difference is detected between target inputs assigned to the sensitive group and target inputs excluded from the sensitive group, correcting labels of the target inputs affected by label bias, and generating the machine learning model using the corrected labels.

Abstract: A processing system for processing a plurality of workpieces includes a transfer chamber in process flow communication with a first processing chamber and a second processing chamber, the transfer chamber having a first straight side, wherein the first process chamber includes at least one first processing station, and wherein the first processing chamber is disposed along the first straight side, wherein the second process chamber includes at least two second processing stations, wherein the second processing chamber is disposed along the first straight side, and wherein the second process chamber disposed in linear arrangement with the first process chamber along the first straight side, and wherein the transfer chamber includes at least one workpiece handling robot configured to transfer at least one workpiece to the at least one first processing station and the at least two second processing stations.

Abstract: Computer-implemented systems and methods are disclosed to interface with one or more storage devices storing a plurality of documents, wherein each of the plurality of documents is associated with one or more tags of one or more predefined hierarchies of tags, wherein the one or more hierarchies of tags include multiple dimensions. In accordance with some embodiments, a method is provided to identify one or more documents from the data storage devices. The method comprises acquiring, via an interface, a selection of one or more tags of the one or more predefined hierarchies of tags. The method further comprises identifying one or more documents from the data storage devices in response to the selection, the identified one or more documents having tags that have a relationship with the selected tags, and providing data corresponding to the identified documents for displaying in the interface.

Abstract: A computer system receives information from multimedia devices for generating a playlist. The information is associated with a status of segment files of a first publishing stream and a second publishing stream received from the multimedia devices, and the information is determined to trigger a failover event. Segment files are obtained from the first publishing stream and the second publishing stream to generate a playlist based on the status of the segment files.

Abstract: A method and system are herein provided. According to one embodiment, a method includes receiving, by a transceiver including a digital intermediate frequency (IF) modulator, an I baseband signal and a Q baseband signal, cancelling, by the digital IF modulator, an image in the I and Q baseband signals, and generating, by the digital IF modulator, a digital IF signal and a Hilbert transform of the digital IF signal.

Abstract: A one-piece flap valve (150) comprising first and second portions hingedly connected to one another by a flexible strip, the first portion having a hingeable internal valve flap (152) and the second portion comprising an at least partially annular valve seat (154). The first and second portions being socket-fitted together by relative movement, such that the valve seat (54, 154) is spanned by the flap (152), the second portion comprising first and second legs (121a, 121b) having first and second locking lugs (127a, 127b) extending radially outwardly therefrom, the locking lugs for location within locking apertures (125a, 125b) of a tube body (10) of a dispenser. The flap valve (150) comprising a retaining mechanism configured and arranged such that once the flap valve is installed in a tube body of a dispenser, the retaining mechanism resists against radially inward displacement of the first and second legs.

Abstract: User interfaces for managing defects are provided. A defect selection interface may include a set of defect items for selection by a user. The defect selection interface may include one or more first visuals indicating similarity of the set of defect items to other defect items. An issue selection interface may include a set of issue items for selection by the user. Individual issue items may include one or more defect items added to the individual issue items. A defect comparison interface may include a comparison of a defect item to an issue item. The defect comparison interface may include one or more second visuals indicating similarity of the defect item to the issue item. Based on the user's selection, the defect item may be added to the issue item.

Abstract: A combination respiratory therapy management system creates a combined respiratory therapy prescription that can be executed by a combined respiratory therapy device to provide multiple coordinated respiratory therapies to a patient. The system can update the combined respiratory therapy prescription and implement the updates while the combined respiratory therapy device is in use. Some versions of the system provide additional features that allow the combined respiratory therapy prescriptions to be created, accessed, shared with other users, and performed by the combination respiratory therapy device in a customizable user-friendly and non-threatening way.

Abstract: Systems and methods for processing workpieces, such as semiconductor workpieces are provided. One example embodiment is directed to a processing system for processing a plurality of workpieces. The plasma processing system can include a loadlock chamber. The loadlock chamber can include a workpiece column configured to support a plurality of workpieces in a stacked arrangement. The system can further include at least two process chambers. The at least two process chambers can have at least two processing stations. Each processing station can have a workpiece support for supporting a workpiece during processing in the process chamber. The system further includes a transfer chamber in process flow communication with the loadlock chamber and the process chamber. The transfer chamber includes a rotary robot. The rotary robot can be configured to transfer a plurality of workpieces from the stacked arrangement in the loadlock chamber to the at least two processing stations.

Abstract: Methods and apparatuses are provided for generating a quadrature modulated signal for transmission in an electronic device. Samples are obtained from a quadrature amplitude modulation (QAM) signal at a predefined sampling rate to generate a signal spectrum. The samples are interpolated to move the signal spectrum on a frequency axis. Modulation is performed on the interpolated samples based on a digital carrier frequency to move the signal spectrum on the frequency axis. Digital to analog conversion and analog filtering are performed on the modulated samples in a real part of the signal spectrum to generate a quadrature modulated signal for transmission.

Abstract: A method and system are herein provided. According to one embodiment, a method includes receiving, by a transceiver including a digital intermediate frequency (IF) modulator, an I baseband signal and a Q baseband signal, cancelling, by the digital IF modulator, an image in the I and Q baseband signals, and generating, by the digital IF modulator, a digital IF signal and a Hilbert transform of the digital IF signal.

Abstract: Systems and methods for processing workpieces, such as semiconductor workpieces are provided. One example embodiment is directed to a processing system for processing a plurality of workpieces. The plasma processing system can include a loadlock chamber. The loadlock chamber can include a workpiece column configured to support a plurality of workpieces in a stacked arrangement. The system can further include at least two process chambers. The at least two process chambers can have at least two processing stations. Each processing station can have a workpiece support for supporting a workpiece during processing in the process chamber. The system further includes a transfer chamber in process flow communication with the loadlock chamber and the process chamber. The transfer chamber includes a rotary robot. The rotary robot can be configured to transfer a plurality of workpieces from the stacked arrangement in the loadlock chamber to the at least two processing stations.

Abstract: Computer-implemented systems and methods are disclosed to interface with one or more storage devices storing a plurality of documents, wherein each of the plurality of documents is associated with one or more tags of one or more predefined hierarchies of tags, wherein the one or more hierarchies of tags include multiple dimensions. In accordance with some embodiments, a method is provided to identify one or more documents from the data storage devices. The method comprises acquiring, via an interface, a selection of one or more tags of the one or more predefined hierarchies of tags. The method further comprises identifying one or more documents from the data storage devices in response to the selection, the identified one or more documents having tags that have a relationship with the selected tags, and providing data corresponding to the identified documents for displaying in the interface.

Abstract: Computer-implemented systems and methods are disclosed to interface with one or more storage devices storing a plurality of documents, wherein each of the plurality of documents is associated with one or more tags of one or more predefined hierarchies of tags, wherein the one or more hierarchies of tags include multiple dimensions. In accordance with some embodiments, a method is provided to identify one or more documents from the data storage devices. The method comprises acquiring, via an interface, a selection of one or more tags of the one or more predefined hierarchies of tags. The method further comprises identifying one or more documents from the data storage devices in response to the selection, the identified one or more documents having tags that have a relationship with the selected tags, and providing data corresponding to the identified documents for displaying in the interface.

Abstract: The subject matter of the instant invention relates to a dental implant surgical apparatus and system comprising a customized dental ridge augmentation matrix and one or, optionally, a plurality of dental implant surgical drill guides, and methods of use thereof.

Abstract: User interfaces for managing defects are provided. A defect selection interface may include a set of defect items for selection by a user. The defect selection interface may include one or more first visuals indicating similarity of the set of defect items to other defect items. An issue selection interface may include a set of issue items for selection by the user. Individual issue items may include one or more defect items added to the individual issue items. A defect comparison interface may include a comparison of a defect item to an issue item. The defect comparison interface may include one or more second visuals indicating similarity of the defect item to the issue item.

Abstract: A tonneau cover system includes a cover assembly coupled to first and second side rails. The cover assembly includes a cover disposed over and coupled to a frame, a latch mechanism coupled to the frame and having a catch biased toward a latch position to secure the cover to the first side rail and retractable to an unlatch position to release the cover from the first side rail, a release device coupled to the frame and latch mechanism and actuatable to move the catch to the unlatch position, and an adjustment mechanism coupled to the latch mechanism. The adjustment mechanism has a first portion coupled to the catch and a second portion interacting with the first portion to adjust a vertical position of the catch relative to the frame transverse to a width-wise axis defined between the side rails, with the first and/or second portions forming a sloped profile.

Abstract: Systems and methods for heat treating closed shape workpieces are provided. In one example implementation, a method can include imparting relative motion of the closed shape workpiece such that the perimeter surface of the closed shape workpiece is moved relative to the lamp heat source from a first position where a first portion of the closed shape workpiece is presented to the lamp heat source to a second position where a second portion of the closed shape workpiece is presented to the lamp heat source. The method can include emitting lamp heat onto the perimeter surface of the closed shape workpiece from the lamp heat source during imparting of relative motion of the closed shape workpiece. The method can include implementing a flux control procedure during emitting of lamp heat onto the perimeter surface of the closed shape workpiece.

Abstract: User interfaces for managing defects are provided. A defect selection interface may include a set of defect items for selection by a user. The defect selection interface may include one or more first visuals indicating similarity of the set of defect items to other defect items. An issue selection interface may include a set of issue items for selection by the user. Individual issue items may include one or more defect items added to the individual issue items. A defect comparison interface may include a comparison of a defect item to an issue item. The defect comparison interface may include one or more second visuals indicating similarity of the defect item to the issue item. Based on the user's selection, the defect item may be added to the issue item.

Abstract: A tonneau cover system includes a plurality of panels coupled to first and second side rails. The panels include a first panel, a second panel, a third panel, and a spacer bar with the spacer bar fixed to the side rails. The first panel pivots relative to the spacer while the spacer remains fixed to the side rails. The third panel pivots relative to the second panel to permit the third panel to be located over the second panel while the spacer remains fixed to the side rails to define an intermediate folded position. The cover further includes a hinge assembly mounted between the second panel and the spacer to enable the second and third panels to pivot relative to the spacer as a unit from the intermediate position to a final position located at least over the spacer bar while the spacer bar remains fixed to the side rails.