Abstract: A sensor device includes a housing having a hole allowing substances to pass from an exterior of the housing to an interior of the housing, and a printed circuit board having a humidity sensor and at least one electronic component. The sensor device also includes a tube comprising a waterproof material, wherein a first end of the tube surrounds the humidity sensor, wherein a first seal is formed by between the first end of the tube and the printed circuit board, wherein a second end of the tube is located proximate the hole. The sensor device also includes a waterproof, breathable material layer disposed between the second end of the tube and the hole, wherein a second seal is formed between the material layer and the housing, wherein a third seal is formed between the material layer and the second end of the tube. The hole and the material layer allow water vapor to pass from the exterior to the humidity sensor.

Abstract: Disclosed herein are formulations, substrates, and arrays. Also disclosed herein are methods for manufacturing and methods of assuring a uniformly high quality of a microarray of features that are attached to a surface of the microarray at positionally-defined locations.

Abstract: An actuator module includes a base plate extending in a plane, a voice coil connected to the base plate, and a magnet assembly that includes a back side facing the base plate and a front side facing away from the base plate. The magnet assembly includes a base layer and sidewalls defining a cup and an inner element including a center magnet mounted within the cup. The sidewalls include a first and second pair of sidewalls. The actuator module includes a rigid frame attached to the base plate, the rigid frame including four stubs. The actuator module also includes a plurality of springs suspending the magnet assembly relative to the frame and base plate, the plurality of springs including a first spring attached to the frame at a first pair of the four stubs and a second spring attached to the frame at a second pair of the four stubs.

Abstract: A method of loading articles in cartons. The method can comprise moving a carton in a generally flat configuration in a downstream direction with a carton opening carousel, at least partially opening the carton while moving the carton with the carton opening carousel, and transferring the carton from the carton opening carousel to a carton loading carousel in a transfer region. The transferring the carton can comprise moving the carton in an upstream direction. The method further can comprise loading a plurality of articles into the carton while moving the carton in a downstream direction with the carton loading carousel.

Abstract: A plurality of sensor devices are placed at a plurality of locations at which concrete is to be poured, wherein each sensor device is adapted to measure humidity. For example, the plurality of sensors may be placed at selected locations within a form at a construction site associated with a construction project. Concrete is poured at the plurality of locations. Data representing humidity measurements is received from the plurality of sensor devices. For each of the plurality of sensor devices, a respective spike in humidity and a respective time associated with the spike in humidity are determined, thereby determining a plurality of spikes in humidity and a plurality of corresponding times. A build rate is determined for the construction project based on the plurality of spikes in humidity and a plurality of corresponding times.

Abstract: A method and system to determine a rating for evaluation of a health care procedure is disclosed. The system includes a user interface accepting a request for a rating of the health care procedure. A database includes input data metrics each related to one of health care provider quality metrics, health care provider cost metrics, health care facility quality metrics, and health care facility quality metrics. A machine learning system is trained to provide a rating target value for the health care procedure based on the neural processing of the data factors. The system evaluates a number of machine learning algorithms to determine the best learning algorithm for a particular rating target value based on test data supplied to the machine learning algorithms. The best learning algorithm for the particular rating target value is used by the system to determine the rating for evaluation.

Abstract: In some implementations, a device may train the model to generate embeddings for log files associated with an application, and to enable the model to generate embeddings for sensitive information included in a set of training log files. The device may receive a log file associated with the application. The device may generate a compressed log file including a set of embedding vectors associated with records included in the log file, where a record that includes sensitive information is associated with one or more embedding vectors for the sensitive information and one or more embedding vectors for other information included in the record. The device may store the compressed log file including the set of embedding vectors where a size of the compressed file is less than a size of the log file, and the embedding vectors obfuscate the records included in the log file.

Abstract: A mobile cellular communication device comprises a mobile real-time software application configured to collect and process data and information relative to a bid transaction on a product or service. An interface displays information relating to the bid transaction including advertisements. At least one integrated data capturing component captures data relating to the bid transaction on the product or service. The at least one integrated data capturing component includes a GPS (Global Positioning System) for determining a current geographic location of the mobile cellular communication device. An integrated transceiver communicates with at least one remote server over at least one high-speed cellular data communication network.

Abstract: An algae-based thermoplastic composition is provided that includes a protein-rich algae biomass selected from either microalgae, macroalgae or combinations thereof. The protein content is greater than or equal to 15% by weight of the algae biomass and the algae biomass is dried to a moisture content of less than or equal to 15% by weight and having a particle d99 of up to 200 microns. The dried algae biomass is at least 5% by weight of the thermoplastic composition. The composition includes a biodegradable resin configured to exhibit rheological properties suitable for blending with algae including a melting temperature less than 250° C. and a melt flow rate in excess of 0.01 g/10 min.

Abstract: Embodiments may generally be directed to systems and techniques to detect failure events in data pipelines, determine one or more remedial actions to perform, and perform the one or more remedial actions.

Abstract: The described technology is generally directed towards fine-grained data retention management in stream-based data storage systems, which facilitates specifying retention policy at the event level. A fixed retention period corresponding to a retention end time is associated with each event, and the system keeps the longest of the retention end times for each segment of a data stream. Stream cuts are generated which divide the data stream into fragments, and are the basis for truncating the data stream. Each stream cut contains a stream cut retention end time obtained from the longest retention end time of the retention end times of the active segments. When an attempt to truncate a data stream from a stream cut is made, the attempt is blocked if the stream cut's retention end time is in the future, otherwise truncation from the stream cut point is allowed to proceed.

Abstract: An agent that may assist a service provider of gaming services with registering/signing up users, with accepting funds/money from a user and depositing these funds in a gaming account of the user for the user to play games with, and/or with receiving requests from a user to withdrawal funds from the user's account and paying the user the withdrawn funds. The agent may also assist a user in obtaining a report of an account of the user, the account being associated with a service provider that provides gaming services.

Abstract: At least one example embodiment relates to a system for filling a plurality of containers with oral products. The system comprises a container station and a shuttle assembly. The container station is configured to provide a plurality of containers. The shuttle assembly is configured to move between a first shuttle position to receive a plurality of oral products and a second shuttle position to deposit the oral products into the containers. At least one example embodiment relates to a method of filling a plurality of containers with oral products.

Abstract: A shoe fit measuring device, comprising: a replica human foot portion; pressure sensors; and distance gauges. The pressure sensors and distance gauges are configured to determine whether shoes being fit tested are the correct size. The replica human foot and the sensors may be configured to be inserted into the shoes being fit tested so that fit measurements may be taken.

Abstract: Systems and methods are disclosed providing user emotion information to a customer service provider. For example, a method may include: transmitting, to a user device over a communication network, application data enabling the user device to perform a functionality usable by a user of the user device, the user device including a camera; receiving, from the user device over the communication network, user feedback data indicative of a characteristic of image data of the user obtained by the camera during usage of the functionality by the user; inputting the value of the facial expression parameter into a machine learning model to determine an assessment of an emotional state of the user during the usage of the functionality; and providing the assessment to the customer service provider.

Abstract: A system includes a plurality of wireless transmitters and a processor configured to: receive, from a mobile device, signal strengths of signals from the wireless transmitters as detected by the mobile device. The processor is also configured to determine a location of the mobile device in a vehicle, based on a distance from the mobile device to each of the wireless transmitters, as indicated by the received signal strengths and store the location of the mobile device as an occupant location.

Abstract: Bitrate-adaptive segmentation is performed for transcoding a video stream uploaded to an online video platform for hosting and later playback to platform users. The video stream is segmented into chunks based on prediction-based bit costs determined for frames of the video stream rather than based on scene changes detected within the video stream. The bitrate-adaptive segmentation includes determining inter-prediction bit costs and intra-prediction bit costs for frames of the video stream based on information indicated within a pass log based on a first pass encoding of the video stream, determining chunk boundaries for segmenting the video stream into a chunk based on the inter-prediction bit costs and the intra-prediction bit costs for the frames, and transcoding the chunk to produce a transcoded video stream.