Abstract: A technique is provided for determining a loss risk assessment score for a vehicle trip. The technique includes, at a vehicle, a computing device receiving first information indicative of operation of the vehicle. The technique also includes, at the vehicle, the computing device receiving second information indicative of an environment at a particular location and time. The computing device correlates the first information and the second information to generate a data set. The technique also includes determining a score for the vehicle trip based at least in part upon the generated data set.

Abstract: Systems and methods of the present disclosure enable variable and dynamic feedback to electronic activities by receiving event data and utilizing a feedback machine learning model to predict an average feedback attribute and an average feedback variability attribute based on the event data. A feedback data entry is added to a user profile to store the average feedback attribute and the average feedback variability attribute. A new event and a new event attribute are received for the user profile, and a feedback probability distribution for the new event is generated based on the new event attribute, the average feedback attribute, and the average feedback variability attribute. A new event feedback is generated for the new event based on a random selection from the feedback probability distribution and is output to a computing device associated with the user profile.

Abstract: Disclosed embodiments may include a method for automatically providing customized financial card incentives where the system can identify if a transaction is eligible for additional bonus rewards by determining if the user is a student using a clustering algorithm with user similarity data to generate a probability. Then, if the probability is above a predetermined threshold, a machine learning model with comprehensive user data classifies the user as a student or non-student. Once the user is determined to be a student, the transaction is verified as being an educational purchase using the transaction data or by having the user provide an image of a receipt. Once the transaction is verified, the transaction or items within the transaction qualify for additional rewards that are applied to the user’s account. Users who are not identified as students may qualify for a standard amount of rewards.

Abstract: Embodiments of the disclosure relate to an optical fiber ribbon. The optical fiber ribbon includes a plurality of subunits each having a subunit coating surrounding at least one optical fiber. The subunit coating is made of a first material. The optical fiber ribbon also includes a plurality of bonds intermittently formed between adjacent subunits of the plurality of subunits. The plurality of bonds are made of a second material. Each bond of the plurality of bonds has a unique longitudinal position along a length of the optical fiber ribbon such that no other bond of the plurality of bonds is located at the unique longitudinal position. Further, each bond of the plurality of bonds includes a diffusion zone comprising a mixture of the first material and the second material.

Abstract: Disclosed embodiments may include a method for automatically providing customized financial card incentives where the system can identify if a transaction is eligible for additional bonus rewards by determining if the user is a student using a clustering algorithm with user similarity data to generate a probability. Then, if the probability is above a predetermined threshold, a machine learning model with comprehensive user data classifies the user as a student or non-student. Once the user is determined to be a student, the transaction is verified as being an educational purchase using the transaction data or by having the user provide an image of a receipt. Once the transaction is verified, the transaction or items within the transaction qualify for additional rewards that are applied to the user's account. Users who are not identified as students may qualify for a standard amount of rewards.

Abstract: Provided herein are systems, methods and computer readable media for providing an out of band cache mechanism for ensuring availability of data. An example system may include a client device configured to, in response to determining requested data is not available in a cache, access the requested data from a data source, transmit, to a cache mechanism, an indication that the requested data is unavailable in the cache, the indication configured to be placed in a queue as an element pointing to the requested data, a cache mechanism configured to receive an indication of requested data, determine whether an element, the element indicative of the requested data, exists in a queue, and in an instance in which the element is not present in the queue, placing the element in the queue, the queue being a list of elements, each indicative of requested data needing to be placed in the cache.

Abstract: Provided herein are systems, methods and computer readable media for providing an out of band cache mechanism for ensuring availability of data. An example system may include a client device configured to, in response to determining requested data is not available in a cache, access the requested data from a data source, transmit, to a cache mechanism, an indication that the requested data is unavailable in the cache, the indication configured to be placed in a queue as an element pointing to the requested data, a cache mechanism configured to receive an indication of requested data, determine whether an element, the element indicative of the requested data, exists in a queue, and in an instance in which the element is not present in the queue, placing the element in the queue, the queue being a list of elements, each indicative of requested data needing to be placed in the cache.

Abstract: Disclosed herein are methods for enhancing immune responses to a vaccine in immunocompromised individuals, including those receiving a statin therapy. Related products are also provided.

Abstract: Disclosed herein are methods for enhancing immune responses to a vaccine in immunocompromised individuals, including those receiving a statin therapy. Related products are also provided.

Abstract: Disclosed herein are methods for enhancing immune responses to a vaccine in immunocompromised individuals, including those receiving a statin therapy. Related products are also provided.

Abstract: Disclosed herein are methods for enhancing immune responses to a vaccine in immunocompromised individuals, including those receiving a statin therapy. Related products are also provided.

Abstract: This patent describes a machine that allows patients with a single, central scotoma to receive an acceptable but sub-optimal refraction for the badThanks. eye based on previous refraction values, current refraction of the Good Eye, cataract characteristics, and subjective judgements of whether the patient can identify optotypes after incremental changes in refraction.

Abstract: Provided herein are systems, methods and computer readable media for providing an out of band cache mechanism for ensuring availability of data. An example system may include a client device configured to, in response to determining requested data is not available in a cache, access the requested data from a data source, transmit, to a cache mechanism, an indication that the requested data is unavailable in the cache, the indication configured to be placed in a queue as an element pointing to the requested data, a cache mechanism configured to receive an indication of requested data, determine whether an element, the element indicative of the requested data, exists in a queue, and in an instance in which the element is not present in the queue, placing the element in the queue, the queue being a list of elements, each indicative of requested data needing to be placed in the cache.

Abstract: Provided herein are systems, methods and computer readable media for providing an out of band cache mechanism for ensuring availability of data. An example system may include a client device configured to, in response to determining requested data is not available in a cache, access the requested data from a data source, transmit, to a cache mechanism, an indication that the requested data is unavailable in the cache, the indication configured to be placed in a queue as an element pointing to the requested data, a cache mechanism configured to receive an indication of requested data, determine whether an element, the element indicative of the requested data, exists in a queue, and in an instance in which the element is not present in the queue, placing the element in the queue, the queue being a list of elements, each indicative of requested data needing to be placed in the cache.

Abstract: Disclosed herein are methods for enhancing immune responses to a vaccine in immunocompromised individuals, including those receiving a statin therapy. Related products are also provided.

Abstract: A method, computer program product, and apparatus for presenting data about security-related events that puts the data into a concise form is disclosed. Events are abstracted into a set data-type. Sets with common elements are grouped together, and summaries of the groups—“situations”—are presented to a user or administrator.

Abstract: An event handler is provided that associates events from heterogeneous data sources. In a first phase, incoming events are translated to vectors of event attributes. Based on the data source, implicit information about the event and its attributes may be available. This information is used to normalize the information provided by the event. Normalization actions may include renaming the attributes, deriving new attributes from given attributes, and transforming attribute value ranges. In a second phase, a determination is made as to whether two or more events are considered to be associated based on the vectors. Different vectors of core attributes may be created in order to create associations with different semantics.

Abstract: A method, computer program product, and apparatus for presenting data about security-related events that puts the data into a concise form is disclosed. Events are abstracted into a set data-type. Sets with common elements are grouped together, and summaries of the groups—“situations”—are presented to a user or administrator.

Abstract: A method, computer program product, and apparatus for presenting data about security-related events that puts the data into a concise form is disclosed. Events are abstracted into a set data-type. Sets with common elements are grouped together, and summaries of the groups—“situations”—are presented to a user or administrator.

Abstract: A heater comprising a conduit made of corundum (e.g. synthetic sapphire) and having a wall forming a closed cross-section with an interior surface, and an exterior surface. At least one of the interior and exterior surfaces may have a roughened portion comprising inclusions and corresponding protrusions formed substantially continuously therethroughout. An electrically resistive coating may extend substantially continuously over, in, and around the inclusions and protrusions of at least a part of the roughened portion to form a conformal cross-section having a thickness selected to promote bending thereof to accommodate annular expansion and contraction occurring in response to a differential in the coefficients of expansion between the electrically resistive coating and the conduit.