Abstract: A method including training, using training data including a first ontological hierarchical level, trained machine learning models (MLMs) to predict a first output type including a second ontological hierarchical level different than the first ontological hierarchical level. The method also includes generating instances of the first output type by executing the trained MLMs on unknown data including the first ontological hierarchical level. Outputs of the trained MLMs include the instances at the second ontological hierarchical level. The method also includes training, using the instances, a voting classifier MLM to predict a selected instance from the instances. The voting classifier MLM is trained to predict the selected instance to satisfy a criterion including a third ontological hierarchical level different than the first ontological hierarchal level and the second ontological hierarchical level.

Abstract: The one or more embodiments provide for a method, system, and computer program product, an intent, generated by a large language model from a text, is received from a user device as a first input to an advice planner. A state of an account is received as a second input to the advice planner. The advice planner classifieds the intent into a domain corresponding to the intent, and generates, as output, a plan comprising a first set of action logic associated with the domain. Each action logic is a discrete step in an ordered sequence for achieving a desired state of the account. The advice planner forwards the plan to the large language model (LLM). The large language model receives the plan as input and generates advice in a natural language format as output. The advice is then forwarded to the user device.

Abstract: Aspects of the present disclosure include a heat brush with a handle and a base. The base includes a heating surface and a bristle that has a protrusion. The protrusion may have any of several structures. Other aspects are also described and claimed.

Abstract: Embodiments of the current disclosure are directed toward systems, devices and methods for diabetes management. In particular, the present disclosure relates to systems, devices and methods for dispensing insulin to a patient using a miniaturized and portable patch pump.

Abstract: A method of cardiac signal processing including: receiving measurements from at least two electrodes positioned within the heart; determining, using the measurements, relative positioning of the at least two electrodes relative to each other; evaluating suitability of the relative positioning of the at least two electrodes for measurement of cardiac activity to determine which cardiac cycles should receive cardiac contractility modulation stimulation.

Abstract: A method for defending against malicious profiles on the web comprises the steps of: i) inspecting a profile to determine its relevance to a brand that it is desired to protect from malicious activity; ii) determining whether said profile is relevant to said brand; iii) if it is determined that said profile is relevant, analyzing it to determine whether it is legitimate or malicious; and iv) if it is determined that the profile is malicious, assembling proof of its malicious activity and submitting same together with a takedown request to the administrator of the website where the profile was located.

Abstract: In one implementation, a method for providing security on an externally connected controller includes launching, by the controller, a security layer that includes a whitelist of permitted processes on the controller, the whitelist including (i) signatures for processes that are authorized to be executed and (ii) context information identifying permitted controller contexts within which the processes are authorized to be executed; determining, by the security layer, whether the particular process is permitted to be run on the controller based on a comparison of the determined signature with a verified signature for the particular process from the whitelist; identifying, by the security layer, a current context for the controller; determining, by the security layer, whether the particular process is permitted to be run on the controller based on a comparison of the current context with one or more permitted controller contexts for the particular process from the whitelist.

Abstract: A method for removing particles from water, the method comprising: supplying gelatinous zooplankton mucus to water comprising particles; allowing formation of particle aggregates in the water by allowing interaction between the particles in the water and the gelatinous zooplankton mucus; removing the particle aggregates from the water by passing the water comprising particle aggregates through a filter configured to receive water comprising particle aggregates and further filter the water; and exiting filtered water from the filter. A system for removing particles from water with the aforementioned method is also provided. Additional embodiments of the system and method for removing particles from water are disclosed herein.

Abstract: Systems and methods of mitigating leakage of credentials of a user of a computer network, including monitoring at least one data source to scrape data that is compatible with credential data, applying a machine learning algorithm to the scraped data to identify at least one potential leaked credential, wherein the at least one potential leaked credential is identified using at least one neural network, authenticating the identified at least one potential leaked credential by a database of valid credentials of the computer network, and replacing credentials corresponding to the at least one leaked credential.

Abstract: Techniques are described herein that are capable of using a requestor identity to enforce a security policy on a network connection that conforms to a shared-access communication protocol. A request to create the network connection to a network resource is received. The network connection is associated with the requestor identity, which identifies a requesting entity associated with the request, by associating the request with the requestor identity and further by associating the network connection with the request. A determination is made whether the requesting entity is authorized to access the network resource based at least in part on a permission that is indicated by the security policy. Based at least in part on the permission indicating that the requesting entity is authorized to access the network resource, the network connection to the network resource is created.

Abstract: A de-epitoped high molecular weight (HMW) glutenin is provided. Methods of generating same, and uses thereof are also provided.

Abstract: A device for providing a passage between a first and second heart chamber is provided. The device includes a middle region having first and second ends, a lumen extending therethrough having a longitudinal axis, a first end region coupled to the first end, and a second end region coupled to the second end. The first end region may be delivered in the first heart chamber in a compressed state and transitioned to a deployed state, the first end region being deformable such that portions of the first end region are expandable to different angles relative to the longitudinal axis. The second end region may be delivered in the second heart chamber in a compressed state and transitioned to a deployed state therein, the second end region being deformable such that portions of the second end region are expandable to different angles relative to the longitudinal axis.

Abstract: The present invention is an apparatus and method for weighing food ingredient in an ACM during collection of ingredient from a dispenser wherein a the apparatus is provided with collecting apparatus equipped with a moving mechanism (MM), an ingredient-collecting-vessel (ICV) holding mechanism (HM) and a scaling beam.

Abstract: Methods for network aware endpoint data loss prevention (DLP) in web transactions are performed by systems and devices, which includes implementing DLP on endpoint devices and focuses on web traffic events from web browsers, while also associating the events to the network source entity. File download and upload events are intercepted from the operating system by a file system filter that determines the process creating events is a web browser based on process identifiers and comparing process names and process executable signatures. A uniform resource locator (URL) from a current tab or session is retrieved for the web browser. Policies for events are evaluated via a policy server or via cache, and additional data from the file is provided for policy decisions when necessary. DLP actions taken via the file system filter to block or allow events, including encrypting file data, are based on the policy decisions.

Abstract: The present invention is to provide a cooking apparatus to operate in an automated/robotic environment containing 2 major sub-units: air fryer hood and a rotating pot wherein the air fryer hood streams high velocity, heated air, circulating it in the cooking pot which is rotated, generating a stirring motion of the food ingredients contained in the pot. The apparatus can be used as a stand alone or incorporated in robotic or automated food preparation systems. The apparatus provides controlled cooking regimes for various recipes and food product requirements and each of the sub-units of the apparatus is independently controlled, enabling turning on and off the sub-unit, adjusting the circulated air, velocity and temperature, adjusting the pot's rotational velocity and direction.

Abstract: The present disclosure describes automated generation of early warning predictive insights derived from contextual analysis of user activity data of a distributed software platform. Predictive insights are automatically generated from analysis of user activity through implementation of trained artificial intelligence (AI) modeling. User activity data is accessed pertaining to user interactions by a plurality of users a software data platform. The trained AI modeling generates a plurality of mobility determinations that identify changes in patterns of user behavior over a current temporal filter associated with the user activity data. The plurality of mobility determinations is curated using business logic rules that evaluate a relevance of the mobility determinations. One or more predictive insights may be generated and presented via a graphical user interface notification.

Abstract: A door system is provided for use with a door and a door frame defining an entry opening to provide selective closing and opening of the entry opening. The door system can be used to convert a conventional hinged door into one providing less obtrusion into space in front of and behind the respective entry opening. The door system includes an overhead movement mechanism providing at least two transverse directions of movement, and one or more hinge replacement mechanisms providing latching of the door at a lateral side opposite the door handle. The movement mechanism is configured to move the door between a closed orientation in the door frame and an open orientation horizontally spaced from the entry opening. The open orientation is disposed along an adjacent wall having the door frame. A standard door handle, strike and strike plate are used to move and to lock the door.

Abstract: A system and method for generating a rephrasing model for rephrased actionable data extracted from conversations is presented. The method includes receiving a training dataset including a plurality of training samples, wherein each training sample includes a textual data extracted from recorded conversations and at least one action item, wherein the at least one action item is a portion of the textual data; associating a control signal to each training sample of the training dataset, wherein the control signal is added to the associated training sample; and training a rephrasing model using the training dataset, wherein the rephrasing model is trained to paraphrase the at least one action item to output at least one actionable data, wherein each training sample of the training dataset is iteratively fed into the machine learning algorithm of the rephrasing model.

Abstract: A sealed utility transceiver assembly includes a transceiver board, a sealed housing, and a measure of liquid potting compound. The transceiver board includes multiple components and an antenna. The sealed housing includes a cavity within which to house the transceiver board. The measure of liquid potting compound encapsulates a portion of the transceiver board within the sealed housing, which portion does not include the entirety of the antenna.

Abstract: Among other things, the present disclosure relates to an alternator for high temperature applications, (i.e., an alternator capable of operating at temperatures greater than approximately 250° C.). The alternator for high temperature applications may include permanent magnets arranged in a topology which may enable the alternator and connected application system to start operating without an external or auxiliary power source. When used in geothermal applications, the alternator may be capable of using drilling fluid as a coolant.