Abstract: Systems and methods including one or more processors and one or more non-transitory computer readable storage devices storing computing instructions configured to run on the one or more processing modules and perform acts of: gathering historical data, which can comprise interactions of a user with a first graphical user interface at a first time; storing the historical data which can comprise the interactions of the user with the first graphical user interface as at least one historical feature vector; gathering in-session data, which can comprise interactions of the user with a second graphical user interface at a second time later than the first time; storing the in-session data which can comprise the interactions of the user with the second graphical user interface as at least one in-session feature vector; determining an intent of the user using the at least one historical feature vector and the at least one in-session feature vector; and transmitting instructions to display a third graphical user interf

Abstract: A system can include one or more processors and non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform a method for indexing time-series-based event records in one or more event databases for speedy retrieval of event records of interest. In an embodiment, the method can comprise: receiving, at the system from a computing device, an inquiry from a user, the inquiry comprising an event having a time period and a changed attribute; retrieving, by the system from a computer database, at least one result event indicator, based on the time period and the changed attribute, from a hash table stored in the computer database; and retrieving, by the system, a search result based on inquiry and the one or more matched event records associated with the at least one result event indicator. Other embodiments are disclosed.

Abstract: Described herein are embodiments for question answering over knowledge graph using a Knowledge Embedding based Question Answering (KEQA) framework. Instead of inferring an input questions' head entity and predicate directly, KEQA embodiments target jointly recovering the question's head entity, predicate, and tail entity representations in the KG embedding spaces. In embodiments, a joint distance metric incorporating various loss terms is used to measure distances of a predicated fact to all candidate facts. In embodiments, the fact with the minimum distance is returned as the answer. Embodiments of a joint training strategy are also disclosed for better performance. Performance evaluation on various datasets demonstrates the effectiveness of the disclosed systems and methods using the KEQA framework.

Abstract: Aspects of the subject disclosure may include, for example, analyzing media content to recognize an object therein, wherein the media content is provided as a video stream displayed to a user of a communication device, the media content comprising a plurality of digital frames transported to the communication device over a private network; associating product information of a product with the object; receiving a user input selecting the object; determining providers of goods or services of the product, wherein the providers of goods or services are selected during the determining based on a proximity of the providers to the user of the communication device; and providing the product information to the communication device. Other embodiments are disclosed.

Abstract: A frame arrangement for a vehicle may include a first side member and a second side member that each have an upper portion and a lower portion. The upper portions are spaced laterally apart by a first distance, and the lower portions are spaced laterally apart by a second distance less than the first distance. The frame arrangement may further include a first battery positioned between the lower portions of the side members, and a second battery positioned between the upper portions of the side members.

Abstract: According to aspects of the disclosure, a method is provided comprising: executing a set of threads in a storage system, the set of threads including at least a first thread; executing a plurality of performance counters of the storage system, the plurality of performance counters including at least: (i) a first performance counter that is executed when an operating state of the first thread is changed in response to the first thread accessing a synchronization object, and (ii) a second performance counter that is executed when a marker inserted in the first thread is executed; generating one or more performance data containers associated the first thread based on performance data associated with the first thread; and generating a directed graph based on the performance data containers.

Abstract: Disclosed embodiments relate to systems and methods for tracking usage of a standalone e-discovery machine. Aspects include observing usage activity of at least one user of the standalone e-discovery machine; analyzing the usage activity of the at least one user in terms of at least one parameter, wherein the at least one parameter comprises of at least one of: size of data processed, number of users using the e-discovery machine, health metrics, or activities performed; determining usage data for the at least one user based on observing and analyzing; packaging the usage data into a transferrable format for secure communication to an external server; and reporting the usage data over a secure network connection from a host network to the external server.

Abstract: A heated aerosol-generating article for use with an electrically-operated aerosol-generating device includes an outlet end and a distal end. The article may include a heat diffuser at the distal end of the article. The article may include an aerosol-forming substrate between the heat diffuser and the outlet end. The heat diffuser may include a non-combustible porous body configured to absorb heat from an electric heating element such that the heat diffuser is configured to heat air drawn through the aerosol-generating article from the distal end to the outlet end based on the heat absorbed in the porous body. The heated aerosol-generating article may be included in a heated aerosol-generating system that includes an electric heating element configured to generate heat. The heat diffuser may heat air drawn through the aerosol-generating system, based on absorbing heat generated by the electric heating element.

Abstract: Described here are prosthetic systems, devices, and methods of use therefor. Generally, a prosthesis may be configured to set a resistance to rotation of a prosthetic joint based on a phase of gait. The prosthesis may include a first cylinder, a first piston slidable within the first cylinder, a fluid sump, and a fluid circuit. The fluid circuit may include a plurality of interconnected fluid channels having a unidirectional variable-resistance valve and a set of check valves that are configured to provide unidirectional flow through the valve during piston compression and extension.

Abstract: Described herein are systems and techniques for determining when excessive I/O response times are not the fault of a storage port, but rather are caused by other factors or components on a storage network, for example, over-utilization of a host port. For one or more host ports and/or storage ports, a payload idle time (PIT) may be determined for each I/O operation, the PIT being the amount of time during which a storage port is waiting for a host port to be ready to send or receive data of the respective I/O operation. It may be determined whether one or more of the PITs includes an excessive idle time (EIT), where the EIT may be an amount of the PIT that is more than a predefined acceptable amount of time. The cause of the EIT may be determined.

Abstract: A method performed by a computing device includes generating a first aptitude level entigen group for a first aptitude level phrase in accordance with identigen rules. The first aptitude level entigen group represents a most likely interpretation of the first aptitude level phrase. The method further includes obtaining a multiple aptitude level entigen group from a knowledge database based on the first aptitude level entigen group. The multiple aptitude level entigen group includes the first aptitude level entigen group. The method further includes generating a second aptitude level entigen group utilizing the multiple aptitude level entigen group. The method further includes generating a second aptitude level phrase based on the second aptitude level entigen group. The second aptitude level entigen group represents a most likely interpretation of the second aptitude level phrase.

Abstract: A base station transmits, during a first subframe, an uplink grant triggered in response to transmitting a trigger during a validation duration. The uplink grant indicates resource blocks. During the validation duration, the trigger indicating an uplink subframe for reception is transmitted via the resource blocks. A power headroom value determined for a reference subframe is received during the uplink subframe and via the resource blocks. The reference subframe: is after the first subframe; and is before the uplink subframe.

Abstract: Disclosed is a computer having airflow apertures positioned efficiently advantageously throughout a computer body. Peripheral airflow apertures are emphasized, as well as minimizing—and in some embodiments—eliminating apertures elsewhere on the computer body. Plugs can be applied to computer bodies lacking such advantageous original construction.

Abstract: There is provided a method of selectively patterning a device structure. A hollow shadow wall is formed on a substrate. The hollow shadow wall is formed of a base lying on a surface of the substrate, and one or more side walls connected to the base. The one or more side walls extend away from the surface of the substrate and around the base to define an internal cavity of the hollow shadow wall. A device structure supported by the substrate adjacent to the shadow wall is selectively patterned by using a deposition beam to selectively deposit a layer of deposition material on the device structure. The deposition beam has a non-zero angle of incidence relative to a normal to the surface of the substrate and an orientation in the plane of the substrate's surface, such that the shadow wall prevents deposition on a surface portion of the device structure within a shadow region defined by the shadow wall.

Abstract: The IONTOX endocrine field tester (EFT) provides an easy method for determining the presence, type, and amount of endocrine active chemicals. By developing a bead/receptor/column/reagent for only the target hormones, it is possible to detect a broad range of endocrine active materials for each receptor type. The EFT kit will provide the first simple method for monitoring environmental water systems that can be done in the field. Similar columns can also be prepared for androgens and for thyroid hormones. This means that the same technology can be applied to several different endocrine targets and the market and revenue significantly expanded.

Abstract: A system for enabling signal penetration into a building includes first circuitry, located on an exterior of the building, for transmitting and receiving signals at a first frequency that experience losses when penetrating into an interior of the building, converting the received signals at the first frequency into a first format that overcome losses caused by penetrating into the interior of the building over a wireless communications link and converting received signals in the first format into the signals in the first frequency. The first circuitry receives the signals at the first frequency that are transmitted to the first circuitry using beam forming and beam steering. A first antenna associated with the first circuitry transmits the signals in the first format into the interior of the building via a wireless communications link and receives signals from the interior of the building in the first format via the wireless communications link.

Abstract: Compounds, methods, and compositions are provided for the treatment of cancer, neurological disorders, and fibrotic disorders. Specifically, the invention includes administering an effective amount of a compound of Formula I, II, or III, or a pharmaceutically acceptable composition, salt, isotopic analog, prodrug, or combination thereof, to a subject suffering from a cancer, neurological disorder, or fibrotic disorder.

Abstract: The present invention relates to bi-functional compounds which function to recruit endogenous proteins to an E3 ubiquitin ligase for degradation, and methods for using same. More specifically, the present disclosure provides specific proteolysis targeting chimera (PROTAC) molecules which find utility as modulators of targeted ubiquitinization of a variety of polypeptides and other proteins, in particular the androgen receptor of a slice variant of AR which lacks the LBD, labelled as AR-V7, which are then degraded and/or otherwise inhibited by the compounds as described herein.

Abstract: Described herein are methods for using remote plasma chemical vapor deposition (RP-CVD) and sputtering deposition to grow layers for light emitting devices. A method includes growing a light emitting device structure on a growth substrate, and growing a tunnel junction on the light emitting device structure using at least one of RP-CVD and sputtering deposition. The tunnel junction includes a p++ layer in direct contact with a p-type region, where the p++ layer is grown by using at least one of RP-CVD and sputtering deposition. Another method for growing a device includes growing a p-type region over a growth substrate using at least one of RP-CVD and sputtering deposition, and growing further layers over the p-type region. Another method for growing a device includes growing a light emitting region and an n-type region using at least one of RP-CVD and sputtering deposition over a p-type region.

Abstract: An improved method of characterizing the PSD of particles.