Abstract: An online security analysis system determines a categorical value in an online activity and also determines conversion factors that are associated with the categorical value. Based on the conversion factors, the online security analysis system identifies at least one aggregated value for a numerical feature that is associated with previous online activities for the categorical value. In addition, the online security analysis system generates an embedding vector that describes the aggregated value associated with the categorical value. The embedding vector is provided to an online activity analysis model that is trained to generate prediction data for the online activity, based on the aggregated values associated with the categorical value. The prediction data is transmitted to an online system for use in controlling access of a client device to a function of the online system.

Abstract: Systems and methods of predicting regimen compliance and selecting electronic intervention plans are disclosed. A compliance event notification related to a regimen data structure is received and a next regimen compliance state for the regimen data structure is iteratively predicted for a prediction time period. The next regimen compliance state is predicted by a randomized prediction model including an integrated machine learning framework and the prediction time period is incremented by a predetermined increment during each iteration. When the next regimen compliance state comprises a compliant state, predicting at least one parameter of the next regimen compliance state by implementing a trained parameter prediction model comprising a tree-based machine learning framework. An intervention communication data structure is selected based on the next regimen compliance state and the regimen data structure is modified to reference the intervention communication data structure.

Abstract: The present disclosure provides bispecific stealth lipid nanoparticle (LNP) compositions engineered to target specific tissues or cell-types, e.g., hematopoietic stem cells, to modify the cells with therapeutic nucleic acid encapsulated in the LNP. The present disclosure also provides compositions and methods of making the LNPs and treatment using the same.

Abstract: Various embodiments are provided for dynamically factoring and composing workflows in a computing environment by one or more processors in a computing system. Subgraphs (e.g., blocks) of workflows stored in a workflow library may be identified. The subgraphs may be functional blocks such as, for example, the functional blocks may perform a logical task. Similarities and relationships may be identified between one or more of the blocks of one or more workflows. One or more blocks may be suggested for use in workflow opportunities of target workflows based on the identified associated similarities and relationships.

Abstract: The present invention allows a CEC system to automatedly track the use, storage, access, and modification of sensitive information/data in the system through desktop monitoring. Further, through desktop, video, and audio monitoring of CSRs the system can automatedly determine the improper use, access, storage, and modification of sensitive information by implementing sensitive data use rules that allow a system to be specialized for the user. Finally, the system can automatedly determine and implement violation actions for the improper use, storage, access, and manipulation of sensitive information. This provides an intelligent system capable of locating all sensitive data in the system and regulating the use, access, and storage of sensitive data in the system.

Abstract: A system comprising a shape element library and a set of tools and scripts enabling, via manipulation of shape element parameters in a primarily graphical setting, the graphical attachment and multiplication of shapes elements to form shape element clusters.

Abstract: Embodiments of a pipeline pig (10) of this disclosure and method of its use include a pressure-equalizing transmitter cavity system. Excluding sensors(S) and other electronic circuitry, the pipeline pig may be an all polyurethane pig. A plug (15) located at the rearward end (41) of the transmitter cavity (13) includes a passageway (25) that permits pipeline product to flow into the transmitter cavity. The plug is received by a flange (17) which may have a different harness than that of the plug. When in an intended use, the pipeline pig is inserted into the pipeline at one end and retrieved from the pipeline at another end. As the pipeline pig traverses the pipeline under differential pressure, pipeline pressure and temperature data may be collected and the location of the pipeline pig may be tracked. Pressure within the transmitter cavity is equalized with that of the pipeline product flow.

Abstract: Individually packaged topical formulations comprising about 0.25 to about 6% w/w of glycopyrrolate for the treatment of hyperhidrosis, wherein said wipe is contained within a pouch resistant to leakage. The formulations may further comprise ethanol, a buffering agent and water. In addition, the formulations may further comprise a polymer system comprising a hydrophobic polymer in combination with a hydrophilic polymer.

Abstract: A method described herein involves various operations directed toward network security. The operations include accessing transaction data describing network traffic associated with a web server during an interval. Based on a count of new transactions involving an online entity during the interval according to the transaction data, a short-term trend is determined for the online entity. The operations further include applying exponential smoothing to a history of transactions of the online entity to compute a long-term trend for the online entity. Based on a comparison between the short-term trend and the long-term trend for the online entity, an anomaly is detected with respect to the online entity in the network traffic associated with the web server. Responsive to detecting the anomaly, an access control is implemented between the online entity and the web server.

Abstract: In an approach for transforming workflows based on goals and constraints, a processor receives a workflow definition and one or more events for a workflow output by a workflow orchestrator, wherein the one or more events are at least one of a parsing event and a scheduling event. A processor determines, using one or more transformers, one or more transformations to the workflow based on a set of goals and constraints, wherein the one or more transformations is at least one of addition of a new node, addition of a new graph, modification of at least one existing node, modification of at least one existing graph, removal of at least one existing node, and removal of at least one existing graph. A processor dynamically applies, using one or more enforcers, the one or more transformations to the workflow based on the set of goals and constraints.

Abstract: A headband with one or more protective inserts. The inserts may be strategically positioned to provide protection for specific areas of a person's head that are most vulnerable to impact, depending on the sport or other activity. The inserts may be directly attached to the headband, or may be enclosed in pouches which are directly attached to the headband. The headband may be worn with or without additional headgear, and may be configured to cooperate with the additional headgear as to form, fit, and functionality.

Abstract: Structure of conversations between users and agents and/or systems is discovered and interactively displayed to analysts, thereby better supporting development of automated conversation handling systems for different domains. A corpus of prior dialogs of users with agents (without preexisting semantic labels indicating purposes for different parts of the dialogs) is taken as input, and embeddings are generated for textual units (e.g., rounds) of the dialogs. The embeddings are used to cluster the textual units, and the clusters and their relationships are visualized within a user interface that analysts may use to explore and fine-tune the structure of the conversations.

Abstract: The present disclosure relates to high concentration protein formulations and uses thereof. In particular, it is based on the identification of a pharmaceutical formulation for a protein comprising an antigen binding domain that binds to or specifically binds to Factor XII and/or FXIIa.

Abstract: The present invention allows a CEC system to automatedly track the use, storage, access, and modification of sensitive information/data in the system through desktop monitoring. Further, through desktop, video, and audio monitoring of CSRs the system can automatedly determine the improper use, access, storage, and modification of sensitive information by implementing sensitive data use rules that allow a system to be specialized for the user. Finally, the system can automatedly determine and implement violation actions for the improper use, storage, access, and manipulation of sensitive information. This provides an intelligent system capable of locating all sensitive data in the system and regulating the use, access, and storage of sensitive data in the system.

Abstract: A system comprising a shape element library and a set of tools and scripts enabling, via manipulation of shape element parameters in a primarily graphical setting, the graphical attachment and multiplication of shapes elements to form shape element clusters.

Abstract: A headband with one or more protective inserts. The inserts may be strategically positioned to provide protection for specific areas of a person's head that are most vulnerable to impact, depending on the sport or other activity. The inserts may be directly attached to the headband, or may be enclosed in pouches which are directly attached to the headband. The headband may be worn with or without additional headgear, and may be configured to cooperate with the additional headgear as to form, fit, and functionality.

Abstract: A virtual assistant system for communicating with customers uses human intelligence to correct any errors in the system AI, while collecting data for machine learning and future improvements for more automation. The system may use a modular design, with separate components for carrying out different system functions and sub-functions, and with frameworks for selecting the component best able to respond to a given customer conversation.

Abstract: The present invention allows a CEC system to automatedly track the use, storage, access, and modification of sensitive information/data in the system through desktop monitoring. Further, through desktop, video, and audio monitoring of CSRs the system can automatedly determine the improper use, access, storage, and modification of sensitive information by implementing sensitive data use rules that allow a system to be specialized for the user. Finally, the system can automatedly determine and implement violation actions for the improper use, storage, access, and manipulation of sensitive information. This provides an intelligent system capable of locating all sensitive data in the system and regulating the use, access, and storage of sensitive data in the system.

Abstract: Various embodiments are provided for patching of workflows in a computing environment by one or more processors in a computing system. One or more patches may be extracted from a source workflow. The target workflow in a plurality of nodes may be statically or dynamically modified by applying the one or more patches to the target workflow. The one or more of the plurality of nodes may be added, removed, or modified in the target workflow while the target workflow is active according to applying the one or more patches.

Abstract: A vortex breaker for a particulate separator has a first set of vanes spaced along a perimeter of a first shape and a second set of vanes spaced along a perimeter of a second shape, where the second shape resides within the first shape. Each of the vanes has a top edge, a bottom edge, an inside edge, and an outside edge. The vanes in the first and second sets of vanes intersect the first and second shapes, respectively. The vanes in the first set are oriented in a first rotational direction, and the vanes in the second set are oriented in a second rotational direction that is opposite the first rotational direction. The first set of vanes and the second set of vanes define fluid flow paths between the outside edges and the inside edges of the sets of vanes.