Abstract: A method for generating a probability for a first action of a sporting event by implementing a feature set, the method including: obtaining an initial set of data relating to the first action of a sporting event, the initial set of data including at least a position of a first player on a surface and a position of a target area on the surface; generating, by a machine learning model, an initial projected scoring probability based on the initial set of data; generating a feature set relating to the sporting event; and modifying, by the machine learning model, the initial projected scoring probability to an updated scoring probability using the feature set.

Abstract: Embodiments disclosed herein generally relate to a system and method for updating a set of strength-based ratings for a sporting event using market information. The present embodiments provide a data-driven approach leveraging market information to derive an updated team strength prior to an upcoming event. For example, a prediction model can internally determine an initial team strength measurement. The prediction model can also obtain futures market information and update the initial team strength measurement using the futures market information.

Abstract: The present embodiments relate to generating various predictive overlays over a video of a tennis match. Tracking data of a tennis match can be processed to derive insights into the tennis match. For example, the tracking data can indicate a current state of the match and a likelihood of a ball being returned to various regions of the court. This can be used to create a first overlay that can be added over a video of the tennis match. Further, player rankings based on various categories (e.g., technical, tactical, mental, physical) can be generated to provide insights into skills of each player relative to other ranked players. Additional insights, such as a forecast predicting a likelihood of winning an upcoming match or tournament can also be generated. A player card can be generated using such information to provide various aspects of a player skill onto a single output.

Abstract: A method includes receiving at least one network performance indicator of a communication network from at least one cell in the network; determining a reward for the at least one cell in the network based on the at least one network performance indicator; and determining whether to modify at least one self-organizing network parameter of the at least one cell in the network to change the at least one network performance indicator or an average value of the reward, based in part on the determined reward.

Abstract: A computing system receives historical match data associated with a plurality of tennis players. The computing system generates player rankings. The player rankings include a player ranking for each tennis player of the plurality of tennis players based on the historical match data. The computing system receives information associated with a tennis tournament. The information includes a subset of tennis players in the tournament and a seeding of each tennis player in the subset of tennis players. The computing system generates initial predictions based on the information associated with the tournament and the player rankings. The computing system identifies a trigger event that causes an update to the initial predictions. Responsive to identifying the trigger event, the computing system generates an updated predictions based on in-match data. The in-match data includes a change to a score in a match of the tournament. The computing system outputs the updated predictions.

Abstract: Systems, methods, and software for training a machine learning model. The system utilizes training data to train the machine learning model across multiple epochs. The system prepares additional training data by: selecting a set of samples that are unclassified, operating the machine learning model to predict labels that classify the samples, determining an uncertainty of the labels predicted by the machine learning model, calculating a ranking score for each of the samples in the set, selecting a subset of the samples that have more than a threshold ranking score, and submitting the subset to a client for replacement labels. The system receives the replacement labels from the client, and trains the machine learning model, using the subset of the samples as the training data. The labels predicted by the machine learning model for the subset are replaced with corresponding replacement labels from the client.

Abstract: A computing system identifies data related to a tennis match between a first player and a second player. The data includes a current match state and a current in-match performance. The computing system generates an input data set that includes the data related to the tennis match. The generating includes modifying the current match state to assume that the first player will win a next point in the tennis match. Based on the input data set, the computing system measures an importance of the next point to the first player winning the tennis match.

Abstract: A computing system receives pre-match data for an upcoming match between a first player and a second player. The computing system generates, using one or more prediction models, one or more pre-match predictions based on the pre-match data. The computing system receives in-match data for the match currently in progress. The computing system generates, using the one or more prediction models, one or more live match predictions based on the in-match data.

Abstract: A protocol for issuing and controlling digital certificates is described in which an identity management system is used to identify a user requesting a digital certificate and is also used to issue the digital certificate itself. Accordingly, an IDM-based PKI system is provided.

Abstract: A protocol for issuing and controlling digital certificates is described in which an identity management system is used to identify a user requesting a digital certificate and is also used to issue the digital certificate itself. Accordingly, an IDM-based PKI system is provided.

Abstract: A protocol for issuing and controlling digital certificates is described in which an identity management system is used to identify a user requesting a digital certificate and is also used to issue the digital certificate itself. Accordingly, an IDM-based PKI system is provided.

Abstract: A method includes causing a first request to be sent; receiving a response to said request including a script; causing a second request to be sent including parameter information; running said script to determine type information associated with said parameter information; and causing said type information to be sent.

Abstract: A system is described in which a user is able to generate multiple credentials, each of which includes one or more anchor attributes. Since all credentials contain the anchor attribute(s), the user can offer credentials to a relying party even if he has lost his original secret key. In this way, if a user loses a private key used to sign a credential, then he can use a credential signed by a different private key and still have that credential accepted at a relying party that knows the first credential. Furthermore, the invention enables a user to distribute his identity over multiple identity management systems.

Abstract: The present invention relates to application program control, in which a browser 203 receives content 208 from a server 205 and, based on the browser content, transmit a request 209 to a port on a device 202. A response is received 211 to the request from an application 204 associated with the port which indicates that the application 204 is triggered. A second request is transmitted 217 to the port on the device 202 to indicate to the application 204 that the browser 203 will handover control, at least in part, of the device 202 to the application 204.

Abstract: An arrangement for authenticating a user at a service provider is described. The arrangement makes use of the fact that a user of a mobile communication device can be readily and securely identified by a telecommunications provider and re-uses that authentication to identify the same user when accessing the service provider from a different client. The client instructs the mobile communication device to contact an identity provider at the telecommunications provider and shared secrets are exchanged between the identity provider, mobile communication device and client to confirm that the same user is at the client and the mobile communication device.

Abstract: A method of providing data in response to a search request comprises the steps of a social networking website receiving the search request to provide a pseudonym associated with the real name; the social networking website determining that the search request is for a pseudonym which, within its database, is not associated with the real name; the social networking website referring the search request to a identity management server which contains an association between the pseudonym and the real name; the identity management server determining the pseudonym which is associated with the real name; and the identity management server providing an information item which is related to the pseudonym.

Abstract: A serving call session control function unit (S-CSCF) is provided within an IMS-based service communication system in order to register a user of a mobile communication terminal for communication service in a mobile communication system. The IMS-based service communication system has several call session control function units and at least one interrogation call session control function unit (I-CSCF). The mobile communication system is equipped with at least one policy decision point unit (PDP). To select a suitable S-CSCF unit, user information is first determined using a user context server unit that is assigned to the policy decision point unit and network information is determined using a network context server unit. The user information and network information are interlinked in the policy decision point unit (PDP) and user-specific and/or network-specific selection criteria are derived from said information and are taken into consideration to select a suitable S-CSCF unit.

Abstract: A template is described that can be applied to user attribute data in order to generate a pseudonym/virtual identity for the user. The pseudonym includes a subset of the user's overall user attributes. The invention also enables a user to determine whether a particular pseudonym meets the requirements of a template by checking the pseudonym against a template provided, for example, by a service provider.

Abstract: A protocol for issuing and controlling digital certificates is described in which an identity management system is used to identify a user requesting a digital certificate and is also used to issue the digital certificate itself. Accordingly, an IDM-based PKI system is provided.

Abstract: The present invention relates to an improved identity management in which a first authentication request is received from a service provider where the first authentication request requests authentication attributes relating to a user. A second authentication request is transmitted to an identity provider and a first authentication response is received from the identity provider wherein the first authentication response includes at least one authentication attribute relating to said user. At least one predefined policy is applied to the first authentication response to generate a second authentication response and the second authentication response is transmitted to the service provider.