Abstract: A method and system for providing zoonotic spill-over risk analytics and/or prediction. The method includes obtaining data from at least one data source for at least one first locality of interest, removing source identification information from the data; and obtaining data on infection or disease incidence for at least one locality of interest. The method further includes training a model to identify an impact on the infection or disease incidence by determining which of the ecological, environmental, human migration, animal and insect migration, land use change, and climate change related factors (e.g., factors) impact the infection or disease incidence for the at least one locality of interest, and based on the factors having a highest impact on the infection or disease incidence, determine a zoonotic spill-over risk index for predicting a spill-over event. The model may be implemented with a second set of data to determine the zoonotic spill-over risk index for at least second locality of interest.

Abstract: A method for extracting data from a data memory. The method includes: providing data; storing the data in a data memory; developing an optimal extraction strategy based on a current use case and/or available resources; extracting data from the data memory based on the optimal extraction strategy; and providing the extracted data.

Abstract: A system configured to use keywords to augment audio playback with visual effects and/or other effects to provide an immersive audio experience. For example, a device can detect a keyword and control a color and intensity of external lights to provide visual feedback. In addition to visual effects, the device can trigger additional effects using smart plugs or other smart devices. In a listening enhancement mode in which the device outputs audio content, the device performs keyword detection by monitoring playback audio data for preconfigured keywords. In a storytelling mode in which a user reads a book out loud, the device may perform keyword detection by monitoring microphone audio data for the preconfigured keywords. Controlling the visual effects in response to keyword detection is enabled by a new pipeline that sends information back from a wakeword engine to an audio processor.

Abstract: The disclosure relates to a compound of Formula (I): or a pharmaceutically acceptable salt thereof wherein A, Ra to Rd, and R4 to R7, are as described herein, as well as compositions and methods of using such compounds.

Abstract: Methods of dicing semiconductor wafers, each wafer having a plurality of integrated circuits, are described. A method includes forming a mask above the semiconductor wafer, the mask including a layer covering and protecting the integrated circuits. The mask and a portion of the semiconductor wafer are patterned with a laser scribing process to provide a patterned mask and to form trenches partially into but not through the semiconductor wafer between the integrated circuits. Each of the trenches has a width. The semiconductor wafer is plasma etched through the trenches to form corresponding trench extensions and to singulate the integrated circuits. Each of the corresponding trench extensions has the width.

Abstract: A diagnostic imaging system comprising: a manipulator arm of a robot, the manipulator arm or robot system, comprising a plurality of elements interconnected to each other by a plurality of joints whereby each element is rotatable relative to an adjoining element of the manipulator arm; a diagnostic ultrasound probe module comprising an ultrasound transducer, the diagnostic module being coupled to one of the elements of the manipulator arm by a coupling arrangement to allow movement of the diagnostic module relative to said one of the elements of the manipulator arm; a controller coupled to the manipulator arm and coupling arrangement to employ the manipulator arm to move the diagnostic ultrasound probe module relative to a subject's anatomy, the subject being positioned on a bed frame, wherein the controller is arranged to control the movement of the plurality of elements and the coupling assembly in a plurality of operable modes such that in each operable mode, motion of the ultrasound probe module relative

Abstract: An example computer system for migration of information can include: one or more processors; and non-transitory computer-readable storage media encoding instructions which, when executed by the one or more processors, causes the computer system to create: a synchronization module programmed to migrate data from a source data store to a target data store, wherein the synchronization module is configured to control how much of the data is migrated; and a validation module programmed to validate the data between the source data store and the target data store.

Abstract: A method and system for adjusting ads auction using predicted user responses to an in-ad survey is provided. The method includes (1) providing a content item associated with an actionable object, which when selected, causes a computing device to present a plurality of interactive elements each corresponding to a different one of a plurality of reasons for restricting the content item; (2) receiving, from the computing device, data indicating a particular reason, of the plurality of reasons, for restricting the content item, and the particular reason corresponding to a particular interactive element, of the plurality of interactive elements, that was selected by the user; and (3) updating, using the received data, a content selection model for selecting content items, wherein the content selection model is associated with the user.

Abstract: The disclosure relates to a compound of Formula (I): or a pharmaceutically acceptable salt thereof wherein A, Ra to Rd, and R4 to R7, are as described herein, as well as compositions and methods of using such compounds.

Abstract: A bus system, including a clock line, a first data line, and a second data line. The bus system further includes an initiator connected to a first end of the clock line, the first data line, and the second data line. The initiator sends a start indication on the clock line and the first data line, sends command bits followed by address bits on the first data line, and sends a stop indication on the clock line and the first data line. The bus system also includes a target connected to a second end of the clock line, the first data line, and the second data line. The target sends target acknowledge information followed by target interrupt information on the second line while the command bits and address bits are sent.

Abstract: Systems and methods are presented herein for generating a new language understanding model, based on a user request. A user may input a root language and a locale into an application for generating a student language model. The application may generate the student language model and may identify a teacher language model related to the student language model. The application may compare data from the identified teacher language model to the student language model. The application may determine a subset of data from the teacher language model is not contained in the student language model. If the application determines at least a subset of data from the teacher language model is not in the student language model, the application may add at least the subset of data from the teacher language model to the student language model.

Abstract: A method for automatically responding to a user input includes receiving the user input. The method also includes identifying a current domain associated with the user input. Further, the method includes determining, using a previously trained learning model, a first belief state, where the first belief state is based on the current domain. In addition, the method includes determining, using a reinforcement learning model, a second belief state, where the second belief state is based on the current domain and a reward information. Moreover, the method includes determining an action based on the user input and one selected from the group consisting of the first belief state and the second belief state. Also, the method includes generating a response based on the action and presenting the response to a user.

Abstract: Described herein is a method for performing an atomic layer deposition process to form a silicon doped oxide film on a surface of the substrate. The oxide film may be a hafnium-zirconium oxide film, or a zirconium oxide film. The atomic layer deposition process may include forming the oxide layers and a silicon layer using a hydrogen peroxide as at least one of the precursors used in formation of the oxide layers.

Abstract: In some aspects, control circuitry receives and stores a user-specified time duration to associate with a skip-forward command. When the user later issues a skip-forward command to advance playback of a media asset to a desired location, the control circuitry retrieves the stored time duration, and determines an expected overshoot value associated with the skip-forward command. The control circuitry then compensates for the expected overshoot by calculating a new location in the media asset based on both the retrieved time duration and expected overshoot value. Upon advancing to the new location, the media asset is played back in a fast-forward mode, e.g., at a speed higher than normal speed.

Abstract: The invention relates to a biaxially oriented pipe made of a polymer composition comprising a propylene-based polymer, wherein the propylene-based polymer comprises A) a heterophasic propylene copolymer, wherein the heterophasic propylene copolymer consists of (a1) a propylene-based matrix, wherein the propylene-based matrix consists of a propylene homopolymer and/or a propylene copolymer consisting of at least 70 wt % of propylene monomer units and at most 30 wt % of ethylene and/or ?-olefin monomer units, based on the total weight of the propylene-based matrix and (a2) a dispersed ethylene-?-olefin copolymer, wherein the sum of the total amount of propylene-based matrix and total amount of the dispersed ethylene-?-olefin copolymer in the heterophasic propylene copolymer is 100 wt %, wherein the amount of (a2) with respect to the propylene-based polymer is 2.0 to 30.0 wt %.

Abstract: Whole-cut imitators are disclosed mimicking animal muscles that have a basic structure that is common to most if not all animal species that are consumed for meat. The animal muscle mimics are made from plant proteins and other components that comprise whole-cuts that are in turn comprised of muscle fascicles, which in turn are made of plant-based muscle fibers. The muscles, fascicles and plant-based muscle fibers are bound together by extra-cellular matrix, (ECM), of which there are three kinds, a first ECM that binds plant-based muscle fibers together that is called the endomysium, a second ECM that coats and binds fascicles that is called the perimysium, and a third ECM that coats and binds muscles together that is called the epimysium.

Abstract: The invention relates to a biaxially oriented pipe made of a polymer composition comprising a propylene-based polymer, wherein the propylene-based polymer comprises a random copolymer of propylene and a comonomer which is ethylene and/or an a-olefin having 4 to 10 carbon atoms, wherein the propylene-based polymer has a comonomer content of 0.5 to 3.8 wt % based on the propylene-based polymer.

Abstract: The present disclosure selects third party content based on feedback. A selector identifies several content items including first and second content items (or more) responsive to a request. A machine learning engine determines a first feature of the first content item, a second feature of the second content item, and a third feature of the web page or a device associated with the request. The machine learning engine determines, responsive to the first feature and the third feature, a first score for the first content item based on a machine learning model generated using historical signals received from devices via a metadata channel formed from an electronic feedback interface. The machine learning engine determines a second score for the second content item responsive to the second feature and the third feature. A bidding module determines a price for the first content item based on the first and second scores.

Abstract: Systems and methods are described herein for interpreting natural language search queries that account for contextual relevance of words of the search query that would ordinarily not be processed, including, for example, processing each word of the query. Each term is associated with a respective part of speech, and a frequency of occurrence of each term in content metadata is determined. A relevance of each term is then determined based on its respective part of speech and frequency. The natural language search query is then interpreted based on the importance or relevance of each term.

Abstract: Systems and methods for handling multilingual queries are provided. One example method includes receiving, at a computing device, an input, wherein the input comprises a multi-lingual query comprising at least a first source language and a second source language. The multi-lingual query is translated, word for word, into a destination language to produce a monolingual query, with the word order of the multilingual query and the word order of the monolingual query being the same. The monolingual query is processed using natural language processing to map the mono-lingual query to a natural language query in the destination language.