Abstract: Methods and systems are described herein for improving anomaly detection in timeseries datasets. Different machine learning models may be trained to process specific types of timeseries data efficiently and accurately. Thus, selecting a proper machine learning model for identifying anomalies in a specific set of timeseries data may greatly improve accuracy and efficiency of anomaly detection. Another way to improve anomaly detection is to process a multitude of timeseries datasets for a time period (e.g., 90 days) to detect anomalies from those timeseries datasets and then correlate those detected anomalies by generating an anomaly timeseries dataset and identifying anomalies within the anomaly timeseries dataset. Yet another way to improve anomaly detection is to divide a dataset into multiple datasets based on a type of anomaly detection requested.

Abstract: Active agent-containing articles, for example dryer-added articles and/or washing machine-added articles and/or hair care articles, and more particularly to consumable, single use, water-insoluble articles containing one or more active agents and optionally, one or more auxiliary ingredients, methods for making same, and methods for using same are provided.

Abstract: Laundry additive compositions that include a metal sequestration agent and that may be characterized by an acidic pH. Related methods of treating a fabric, for example with a wash liquor and a rinse liquor, with such compositions and/or agents. Uses of such laundry additive compositions.

Abstract: Anomaly detection in computing environments is disclosed herein. An example method includes receiving an unstructured input stream of data instances from the computing environment, the unstructured input stream being time stamped; categorizing the data instances of the unstructured input stream of data instances, the data instances comprising at least one principle value and a set of categorical attributes determined through machine learning; generating anomaly scores for each of the data instances collected over a period of time; and detecting a change in the categorical attribute that is indicative of an anomaly.

Abstract: Compositions including ?-9-tetrahydrocannabinol (THC) and a carbonic andydrase inhibitor and methods of using these compositions for the treatment of obstructive sleep apnoea (OSA). The treatment method also includes administering dronabinol and acetazolaminde and combinations thereof to a subject in need thereof.

Abstract: Systems and methods of the present disclosure include at least one processor that receives a data set of a data stream from a data source, where the data set includes a time-varying data points. The processor determines event observations associated with data points of the time-varying data points based on a detection model to identify types of the event observations, including: i) anomalies, ii) change-points, iii) patterns, or iv) outliers. The processor generates anomaly records in an event data store based on the event observations and automatically generates event records for at least one of the anomaly records based on variables of at least one dimension of the time-varying data points, where the event record links one or more event observations. The processor automatically applies changes in the event record to each event observation of the one or more event observations based on the linking by the event record.

Abstract: Active agent-containing articles, for example fibrous structures, that exhibit consumer acceptable article in-use properties, such as article peel strength, flexibility, article dimensions, and/or dissolvability, and methods for making same are provided.

Abstract: Designs and methods for using reusable dispenser for use with a vessel containing a fluid.

Abstract: Active agent-containing articles, for example fibrous structures, that exhibit consumer acceptable article in-use properties, such as article peel strength, flexibility, and/or dissolvability, and methods for making same are provided.

Abstract: Provided herein are methods of treating cancer using an effective amount of a compound represented by the formula: (I) or a pharmaceutically acceptable salt thereof and an effective amount of an immune checkpoint inhibitor. Also provided are compositions comprising the same compound represented by the formula shown above or a pharmaceutically acceptable salt thereof and an immune checkpoint inhibitor.

Abstract: A vortex injection system for a metal recycling furnace a delacquering chamber and a melt chamber, and a molten metal flow channel running through each chamber. The system diverts a portion of the molten metal flow through a vortex bowl, after which that portion of the molten metal flow is then returned to the main molten metal flow. The vortex bowl has an insertion port through which scrap metal and other materials may be controllably injected into the molten metal flow.

Abstract: Systems, methods, and apparatus are disclosed allowing relative movement between downhole tools while remaining in electrical communication. In one example, a first tool comprising a first connector body is configured for connecting to a second connector body of a second tool. A sliding connector housing has an electrical strip axially arranged along the connector housing, wherein the first or second connector body is moveably secured to the connector housing in sliding electrical contact with the electrical strip. The first and second connector bodies are releasably connectable to each other, thereby allowing relative movement between the first and second tools via the connector housing while maintaining electrical and fluid communication between the first and second tools.

Abstract: The disclosure relates to poly alpha-1,6-glucan ester compounds comprising poly alpha-1,6-glucan substituted with at least one ester group as defined herein and having a degree of substitution of about 0.001 to about 3.0. The poly alpha-1,6-glucan comprises a backbone of glucose monomer units wherein greater than or equal to 40% of the glucose monomer units are linked via alpha-1,6 glycosidic linkages, and optionally at least 5% of the backbone glucose monomer units have branches via alpha-1,2 and/or alpha-1,3 glycosidic linkages. Compositions comprising a poly alpha-1,6-glucan ester compound can be useful in various applications.

Abstract: The present invention relates to formulations comprising dolutegravir or a pharmaceutically acceptable salt thereof, processes for making such formulations, and the use of such formulations in the treatment of HIV infection, in particular in the treatment of HIV infection in pediatric patients.

Abstract: Described herein is a household care composition, which delivers active agents onto fabric, in the form of a water-soluble unit dose article comprising a water-soluble fibrous structure and an encapsulated perfume composition, as well as methods for making the article and methods for treating fabrics using the article.

Abstract: Fibrous elements containing one or more fibrous element-forming materials and one or more polyethylene oxides, and methods for making same are provided.

Abstract: A rack for supporting items defines a channel or trough to receive support bases or blocks therein. Each support base carries at least one item. One item may be a router bit. The rack and support base(s) may collectively define a router bit storage and display system that can be mounted to a support surface, such as a wall or a router table. The system enables a woodworker to safely store and easily access router bits for use in their router device when needed. The router bits are maintained spaced apart from each other when supported by the rack so as to not damage each other. The system can be modular or modularly expanded to grow with the woodworker such that when the woodworker acquires more router bits, the system can add more racks and support bases to ensure there is adequate room for the woodworker's additional router bits.

Abstract: A failsafe for a transdermal apparatus for a prosthetic appendage can include a first plate, a second plate, and a breakaway connector. The first plate can have a central axis, a proximal portion, and a distal end. The distal end can be opposite the proximal portion, and the distal end can be securable with a prosthetic external to skin and can be configured to simulate an appendage of a patient. The second plate can be aligned with the central axis and can include a proximal end and a distal portion. The proximal end can be securable to a transdermal implant, and can extend proximally from the second plate. The distal portion can be opposite the proximal end, and the distal portion can be configured to interface with the proximal portion of the first plate. The breakaway connector can be couplable within the second plate and the first plate.

Abstract: A laundry detergent composition can include a detersive surfactant and a polyvinyl acetal polymer having a structure including the structural units (I), (II) and (III):

Abstract: A bund system for the retention of solid or liquid or pourable waste material; bunds of the bund system comprising retaining structures; the retaining structures including at least one vertical structural element relative a base; the base covering a portion of a ground surface; the bunds maintained in a selected position on the ground surface by interaction of the retaining elements with a mass of compacted material.