Abstract: A method includes providing a Fibonacci confidence interval level on user program viewership data to distinguish user interest level in different linear entertainment programs. The method also includes creating a behavior shift feature space for acquiring information about user behavior over time based on a behavior sequence, a first derivative on the behavior sequence, and a second derivative on the behavior sequence. The method further includes utilizing, based on a trained machine learning model, a transformer structure and attention to map user data from the behavior shift feature space into a prediction of the Fibonacci confidence interval level.

Abstract: Therapeutic compounds for red blood cell-mediated delivery of an active pharmaceutical ingredient to a target cell are described. The therapeutic compounds are configured to bind CD47 on the surface of a red blood cell and to be subsequently transferred to CD47 on the surface of the target cell, the therapeutic compound ultimately being internalized by the target cell via endocytosis. The target cell may be a fibrotic cell.

Abstract: A method includes obtaining, based on a sequential graph-based model, gaming exposure information over time, where the gaming exposure information includes device-level preferences and household-level preferences. The method also includes combining one or more raw user behavior sessions into a gameplay session based on the obtained gaming exposure information. The method further includes providing a scoring metric to (i) check an extent of multi-matching in the obtained gaming exposure information and (ii) remove untrustworthy gaming exposures from the obtained gaming exposure information. In addition, the method includes generating, based on a feature engineering pipeline, one or more game segments running in a production environment, where the one or more game segments are identified for ancillary content based on inferences by a machine learning model trained using the gaming exposure information.

Abstract: Methods and apparatuses for extensible stylesheet design using meta-tag information are disclosed. A designed stylesheet is for transferring content-oriented markup language files into a target file so as to support various presentations and information exchange. According to one aspect, a data processing mechanism starts with inserting meta-tag declarations in a target file wherein the meta-tag information pertains to information between dynamic objects in the target file and a source file. The target file with meta-tag information is then converted into one or more extensible stylesheets.

Abstract: Methods and apparatuses for extensible stylesheet design using meta-tag information are disclosed. A designed stylesheet is for transferring content-oriented markup language files into a target file so as to support various presentations and information exchange. According to one aspect, a data processing mechanism starts with inserting meta-tag declarations in a target file wherein the meta-tag information pertains to information between dynamic objects in the target file and a source file. The target file with meta-tag information is then converted into one or more extensible stylesheets.

Abstract: Methods and apparatuses for extensible stylesheet design using meta-tag information are disclosed. A designed stylesheet is for transferring content-oriented markup language files into a target file so as to support various presentations and information exchange. According to one aspect, a data processing mechanism starts with inserting meta-tag declarations in a target file wherein the meta-tag information pertains to information between dynamic objects in the target file and a source file. The target file with meta-tag information is then converted into one or more extensible stylesheets.

Abstract: An enhanced gaming system through which a variety of games of chance and/or games of skill can be made available to players. The gaming system separates game outcomes from game themes and game payout/buy-in information, thereby enhancing game flexibility. The gaming system also allows different games of chance and/or games of skill to be available to different subsets of player units, and gives a gaming hall operator the ability to dynamically control the size and distribution of such subsets. An “apparently random” permutation production technique is disclosed for use in certain games and regulatory environments. A PKI-based architecture is also disclosed.

Abstract: Techniques for extensible stylesheet designs using meta-tag and/or associated meta-tag Information are described. To generate a proper stylesheet (e.g., an XSL or XSLT file) from a source file (e.g., an XML file), all meta-tag and/or associated meta-tag Information are differentiated by attaching respectively unique identifiers to those that are otherwise identical. To facilitate user required operations on certain data in the source file, a document source path for the data is identified and inserted with one or more operators thus to form document source path information. The differentiated meta-tag and/or associated meta-tag Information and source path information are relied upon to generate one or more stylesheets.

Abstract: Techniques for designing stylesheets using meta-tag and/or associated meta-tag information are described. In one embodiment, a graphic user interface environment including at least two displays is provided. One of the displays is from a commonly used browser or an application to display a target file including a plurality of objects and the other display is used to facilitate the editing of a tree structure. Each of the nodes in the tree structure is associated with one of the objects by associated meta-tag information. Based on the tree structure, a source can be generated. Together with the source file, the stylesheet can be designed in accordance with the displayed target file.

Abstract: An enhanced gaming system through which a variety of games of chance and/or games of skill can be made available to players. The gaming system separates game outcomes from game themes and game payout/buy-in information, thereby enhancing game flexibility. The gaming system also allows different games of chance and/or games of skill to be available to different subsets of player units, and gives a gaming hall operator the ability to dynamically control the size and distribution of such subsets. An “apparently random” permutation production technique is disclosed for use in certain games and regulatory environments. A PKI-based architecture is also disclosed.

Abstract: Techniques for extensible stylesheet designs using meta-tag and/or associated meta-tag Information are described. To generate a proper stylesheet (e.g., an XSL or XSLT file) from a source file (e.g., an XML file), all meta-tag and/or associated meta-tag Information are differentiated by attaching respectively unique identifiers to those that are otherwise identical. To facilitate user required operations on certain data in the source file, a document source path for the data is identified and inserted with one or more operators thus to form document source path information. The differentiated meta-tag and/or associated meta-tag Information and source path information are relied upon to generate one or more stylesheets.

Abstract: Techniques for designing stylesheets using meta-tag and/or associated meta-tag information are described. In one embodiment, a graphic user interface environment including at least two displays is provided. One of the displays is from a commonly used browser or an application to display a target file including a plurality of objects and the other display is used to facilitate the editing of a tree structure. Each of the nodes in the tree structure is associated with one of the objects by associated meta-tag information. Based on the tree structure, a source can be generated. Together with the source file, the stylesheet can be designed in accordance with the displayed target file.

Abstract: Methods and apparatuses for extensible stylesheet design using meta-tag information are disclosed. A designed stylesheet is for transferring content-oriented markup language files into a target file so as to support various presentations and information exchange. According to one aspect, a data processing mechanism starts with inserting meta-tag declarations in a target file wherein the meta-tag information pertains to information between dynamic objects in the target file and a source file. The target file with meta-tag information is then converted into one or more extensible stylesheets.

Abstract: A random number generator comprises a laser for generating photons, an assembly of neutral density filters to attenuate the photons to an average of number of photons detected and to detect the average number of photons during each interval in a series of like time intervals, a photomultiplier tube to detect the occurrence of a fraction of the attenuated photons during a set length of time, and a clock and shift register to record a first value for detection of any photons during a selected single time interval in the series of time intervals, and to record a second value for detection of less than the average number of photons during the selected single time interval. The values recorded in the shift register for the series of time intervals are a string of truly random numbers.

Abstract: A method for optimally controlling the carriage of a serial printer which is capable of printing line by line is disclosed. In controlling the carriage motor, until before the drive of the head, the carriage motor is controlled based on the head drive basic unit, i.e., steps of 1/360 inches, thereby making it possible to recognize the head fire position accurately. After the drive of the head, the carriage motor is controlled based on the carriage drive basic unit, i.e., steps of 1/120 inches, thereby reducing the number of interruptions in the central processing unit, and improving the system efficiency.

Abstract: A gas quick water heater is disclosed which includes a heat exchanger having an annular lower manifold with a cold-water intake, an annular upper manifold with a hot-water exit, a plurality of coil-shaped heat exchanging tubes connected between the manifolds, and a baffle plate installed in the center of the heat exchanging tubes and for delaying the flow of heated air; an inner liner for closely embracing the inner surface of the heat exchanging tubes of the heat exchanger; an outer liner designed higher than the inner liner in height and for closely embracing the outer surface of the heat exchanging tubes; a lower plate for closing a lower portion between the inner and outer liners and having an air intake at the center; a swirl plate having a plurality of air intakes at the periphery and a gas hole at the center portion; a combustion barrel having a plurality of air intakes on the overall surface; an insulation member in which the top surface is closed and the lower surface is opened to form an annular air