Abstract: A system for performing object and activity recognition based on data from a camera and a radar sensor. The system includes a camera, a radar sensor, and an electronic processor. The electronic processor is configured to receive an image from the camera and determine a portion of the image including an object. The electronic processor is also configured to receive radar data from the radar sensor and determine radar data from the radar sensor associated with the object in the image from the camera. The electronic processor is also configured to convert the radar data associated with the object to a time-frequency image and analyze the time-frequency image and the image of the object to classify the object and an activity being performed by the object.

Abstract: Systems and methods for optimizing processing of loan applications are disclosed. A system may include one or more memory devices storing instructions and one or more processors configured to execute the instructions. The instructions may instruct the system to analyze training data to build a predictive model. The instructions may also instruct the system to apply the predictive model to a loan application to determine a first probability of an institution funding the loan application if the institution proactively engages a loan-arranging entity of the loan application and a second probability of the institution funding the loan application if the institution reactively engages the loan-arranging entity. The instructions may further instruct the system to reporting the first and second probabilities to a user through a user interface.

Abstract: System, method, and device for controlling a vehicle. In one example, the system includes an electronic processor configured to capture, via a camera, a first image, determine, within the first image, a road traffic factor, and generate, based on sensor information from one or more sensors of the vehicle, a second image depicting an environment surrounding the vehicle. The second image includes the road traffic factor. The electronic processor is also configured to, determine, based on the detected road traffic factor and the second image, a predicted trajectory of a traffic participant proximate to the vehicle, and generate a steering command for the vehicle based on the predicted trajectory.

Abstract: The disclosure generally relates to compounds of formula I, including their salts, as well as compositions and methods of using the compounds. The compounds are ligands of the NR2B receptor and may be useful for the treatment of various disorders of the central nervous system.

Abstract: The present invention relates to a solid unit dosage form for oral administration (tablet or granules) containing a solid dispersion of valsartan and sacubitril in a polymeric matrix. The solid dispersion is prepared by hot-melt extrusion and may contain the active ingredients preferably in a non-crystalline state. LCZ696, (pseudo)polymorphic forms thereof as well as the individual drugs, e.g. valsartan disodium and sacubitril monosodium, may be subjected to the hot-melt extrusion process.

Abstract: One embodiment of the present invention provides a switch. The switch includes a storage device, a processing module, and a database module. The storage device can maintain a database storing configuration information for the switch. During operation, the processing module produces a piece of data associated with operations of the switch based on the configuration information. The database module then stores the piece of data in a database table of the database without caching the piece of data in a memory of the switch after the piece of data is stored in the database. In this way, the database module can reduce the memory occupancy of the processing module in comparison with the storage occupancy of a schema corresponding to the database table. Subsequently, the processing module can program a hardware module of the switch with the piece of data prior to receiving an acknowledgment from the database module.

Abstract: Methods of creating trained semantic segmentation network models and operating vehicles using the model. One example method includes an outside view camera configured to capture images that represent an artificial representation of the driver's view, a driver-facing camera configured to capture a driver's eye movements, and an electronic controller. The electronic controller is configured to receive images from the cameras; calibrate the image of the driver's eye movement with the artificial driver view; create a pixel weighted heat map of the calibrated images; create a trained semantic segmentation neural network model and a trained attention neural network model using the pixel weighted heat map and the artificial driver view; and operate the vehicle using the trained semantic segmentation neural network model and the trained attention neural network model.

Abstract: A computer implemented method for document clustering comprises receiving one or more documents via one or more input means, arranging the one or more documents into a term-document matrix using term frequency-inverse document frequency, removing and stemming of one or more common clutter/stop words from the one or more documents, extracting one or more features from the one or more documents using non-negative matrix factorization (NMF) and k means, determining one or more vectors based on the one or more features, implementing k-means clustering thereby iterating the one or more documents and the one or more features and clustering the one or more documents based on similarity between the extracted one or more features and the each of the one or more documents.

Abstract: Techniques for chunking data in data storage systems that provide increased data storage security across multiple cloud storage providers. The techniques employ a chunking engine and a policy engine, which evaluates one or more storage policies relating to, for example, cost, security, and/or network conditions in view of services and/or requirements of the multiple cloud storage providers. Having evaluated such storage policies, the policy engine generates and provides operating parameters to the chunking engine, which uses the operating parameters when chunking and/or distributing the data across the multiple cloud storage providers, thereby satisfying the respective storage policies. In this way, users of data storage systems obtain the benefits of cloud storage resources and/or services while reducing their data security concern and optimizing the total cost of data storage.

Abstract: Pre-authorized communication services and/or transactions are provided via a plurality of networks in response to a request received from a user to provide at least one of a communication service, a transaction and user account information via a plurality of networks of different types. Prior to processing the request, there is verification of the user's authorization to receive the at least one of the communication service, the transaction, and the user account information, and that an account associated with the user has a sufficient amount currently available for payment of the at least one of the communication service and the transaction. After verification, an authorized account associated with the user is charged in real time as the at least one of the communication service and the transaction is provided.

Abstract: The invention of the present application relates to the process for the preparation of intermediates of obeticholic acid and their conversion to obeticholic acid. The process involves the conversion of compound of formula (VI) to compound of formula (VII) in presence of an organic base.

Abstract: Methods and systems are provided for creating and using custom Type-Length-Value (TLV) elements. For example, a method includes receiving an information from a user, the information including a plurality of commands that together define both a type and a structure of a custom TLV, parsing the received information to create a custom TLV configuration database entry using the received plurality of commands, and writing the TLV configuration database entry into a TLV configuration database accessible by a message parsing device.

Abstract: The invention of the present application relates to the process for the preparation of intermediates of obeticholic acid and their conversion to obeticholic acid. The process involves the conversion of compound of formula (VI) to compound of formula (VII) in presence of an organic base.

Abstract: The present invention relates to a tablet for oral administration containing valsartan and sacubitril, preferably as sodium salts or as a complex of valsartan disodium and sacubitril monosodium, preferably LCZ696. The tablet is prepared by dry-granulation or direct compression and contains a mesoporous inorganic stabilizer, e.g. mesoporous silica (Syloid®).

Abstract: Examples of granting governed privileged access to a robotic process automation (RPA) bot are described. In an example embodiment, for the RPA bot, an onboarding request is received for creating an RPA bot ID. The onboarding request is validated and, in response to the validation, the RPA bot ID is created. A directory service account, a privileged account available for bot employee type, is associated with the RPA bot ID and a target account is linked with the RPA bot ID to provision authorized privileged access of the target account to the RPA bot. An application programming interface (API) is provided for the RPA bot for reconciling the access to the target account. Furthermore, authorized privileged access to the RPA bot is granted to the target account.

Abstract: According to one or more embodiments, an example system includes a motor, and a motor control system that includes a low side current measurement subsystem. The system further includes a processor that switches the motor control system to use feedforward current control in response to detecting a current measurement failure in the low side current measurement subsystem. The processor further identifies a first phase that has a failed current measurement. The processor also computes a current measurement for the first phase, which has the current measurement failure. The processor further uses the computed current measurement to compute a parameter estimate.

Abstract: A recliner chair bed includes a first frame, a second frame, a backrest, and a leg rest. The first frame has front and rear ends. The second frame fits comfortably and moves telescopically inside and outside of the first frame. The leg rest is attached to the front end of the first frame. The backrest is attached to the rear end of the first frame. The independent movement of the back and leg rests helps in achieving desired position for comfort. The recliner chair bed provides stability, can be moved on to any fixtures such as furniture and toilet and also can be converted into a bed.

Abstract: Example approaches for authenticating a device are described, In an example, a category, from a plurality of categories, is identified for a device, based on data packets exchanged between the device and a network element. The category is indicative of operational capabilities of the device. Based on the category identified for the device, an authentication order for the device is determined. The authentication order is indicative of a sequence in which a set of authentication tests is to be executed for authentication of the device.