Abstract: A method for performing searches of user information comprises: receiving an initial dataset including the user information; calculating distance metrics between pairs of data in the initial dataset; performing unsupervised learning on the initial dataset to obtain a plurality of total number of clusters, each total number of clusters covering the initial dataset; determining efficacy measures for each total number of clusters using a plurality of distance metric thresholds; determining a desired efficacy measure in the efficacy measures, the desired efficacy measure corresponding to a desired distance metric threshold in the plurality of distance metric thresholds; determining a desired total number of clusters in the plurality of total number of clusters, the desired total number of clusters corresponding to the desired distance metric threshold; and performing unsupervised learning on the initial dataset using the desired total number of clusters to obtain a number of data representations of the user infor

Abstract: Provided is a bacterial strain which produces a family of mosquitocidal toxins, Xenorhabdus MT, on deposit with the American Type Culture Collection, PTA-6826, insecticidal compositions comprising the mosquitocidal toxin(s) produced by Xenorhabdus MT, a mosquitocidal toxin preparation prepared from spent culture medium, whole culture or cells or a mixture thereof, of Xenorhabdus MT and method of insect control, especially mosquito control. Also provided are microbial compounds (same as mosquitocidal toxins) compositions comprising them and use in formulating therapeutic and other antimicrobial compositions, and methods of use for inhibiting microbial growth and for treating infection.

Abstract: A method for performing approximate string matching comprises: obtaining a predefined distance error threshold and user information, the user information including a list of strings; calculating distance metrics for pairs of strings in the list of strings; determining a positive list and a negative list based on the calculated distance metrics for the pairs of strings; determining histogram representations of the list of strings; determining true positive rates and false positive rates for one or more histogram thresholds based on the positive list, the negative list, and calculated histogram distances between pairs within the histogram representations; and obtaining an acceptable histogram threshold from the one or more histogram thresholds based on an acceptable true positive rate and an acceptable false positive rate.

Abstract: A method for performing approximate string matching comprises: obtaining a predefined distance error threshold and user information, the user information including a list of strings; calculating distance metrics for pairs of strings in the list of strings; determining a positive list and a negative list based on the calculated distance metrics for the pairs of strings; determining histogram representations of the list of strings; determining true positive rates and false positive rates for one or more histogram thresholds based on the positive list, the negative list, and calculated histogram distances between pairs within the histogram representations; and obtaining an acceptable histogram threshold from the one or more histogram thresholds based on an acceptable true positive rate and an acceptable false positive rate.

Abstract: A method for performing searches of user information comprises: receiving an initial dataset including the user information; calculating distance metrics between pairs of data in the initial dataset; performing unsupervised learning on the initial dataset to obtain a plurality of total number of clusters, each total number of clusters covering the initial dataset; determining efficacy measures for each total number of clusters using a plurality of distance metric thresholds; determining a desired efficacy measure in the efficacy measures, the desired efficacy measure corresponding to a desired distance metric threshold in the plurality of distance metric thresholds; determining a desired total number of clusters in the plurality of total number of clusters, the desired total number of clusters corresponding to the desired distance metric threshold; and performing unsupervised learning on the initial dataset using the desired total number of clusters to obtain a number of data representations of the user infor

Abstract: The present system for fall restraint includes a mounting frame connected to a trigger mechanism and firing blocks, with a trigger cable extending through apertures in the mounting frame and trigger mechanism. Sudden movement by a user, such as a fall, actuates the trigger mechanism to trigger the firing blocks. The firing blocks are loaded with anchors and firing cartridges. Triggering the firing blocks causes the cartridges to fire, propelling the anchors into an anchoring surface, such as a roof. Because the user is connected to the trigger cable, once the anchors deploy the user is anchored to the roof and their fall arrested.

Abstract: The present system for fall restraint includes a mounting frame connected to a trigger mechanism and firing blocks, with a trigger cable extending through apertures in the mounting frame and trigger mechanism. Sudden movement by a user, such as a fall, actuates the trigger mechanism to trigger the firing blocks. The firing blocks are loaded with anchors and firing cartridges. Triggering the firing blocks causes the cartridges to fire, propelling the anchors into an anchoring surface, such as a roof. Because the user is connected to the trigger cable, once the anchors deploy the user is anchored to the roof and their fall arrested.

Abstract: A system and method for managing the distribution of ice is provided. Generally, the system and method of the present disclosure are designed to easily and conveniently produce and distribute ice to users who pay a fee. The system generally comprises an ice maker, a processor operably connected to at least one of a weight measuring device and a motor, a distributor operably connected to the motor, a power supply, a nozzle, and a non-transitory computer-readable medium coupled to the processor and having instructions stored thereon. In another preferred embodiment, a Point-of-Sale interface may be operably connected to the processor. A user may operate the system by compressing the trigger mechanism of the nozzle and pointing the nozzle at the container in which the user desires to fill with ice. The user may decompress the trigger when the desired amount of ice has been distributed.

Abstract: Provided is a bacterial strain which produces a family of mosquitocidal toxins, Xenorhabdus MT, on deposit with the American Type Culture Collection, PTA-6826, insecticidal compositions comprising the mosquitocidal toxin(s) produced by Xenorhabdus MT, a mosquitocidal toxin preparation prepared from spent culture medium, whole culture or cells or a mixture thereof, of Xenorhabdus MT and method of insect control, especially mosquito control. Also provided are microbial compounds (same as mosquitocidal toxins) compositions comprising them and use in formulating therapeutic and other antimicrobial compositions, and methods of use for inhibiting microbial growth and for treating infection.

Abstract: The present system for fall restraint includes a mounting frame connected to a trigger mechanism and firing blocks, with a trigger cable extending through apertures in the mounting frame and trigger mechanism. Sudden movement by a user, such as a fall, actuates the trigger mechanism to trigger the firing blocks. The firing blocks are loaded with anchors and firing cartridges. Triggering the firing blocks causes the cartridges to fire, propelling the anchors into an anchoring surface, such as a roof. Because the user is connected to the trigger cable, once the anchors deploy the user is anchored to the roof and their fall arrested.

Abstract: Provided is a bacterial strain which produces a family of mosquitocidal toxins, Xenorhabdus MT, on deposit with the American Type Culture Collection, PTA-6826, insecticidal compositions comprising the mosquitocidal toxin(s) produced by Xenorhabdus MT, a mosquitocidal toxin preparation prepared from spent culture medium, whole culture or cells or a mixture thereof, of Xenorhabdus MT and method of insect control, especially mosquito control. Also provided are microbial compounds (same as mosquitocidal toxins) compositions comprising them and use in formulating therapeutic and other antimicrobial compositions, and methods of use for inhibiting microbial growth and for treating infection.

Abstract: The present system for fall restraint includes a mounting frame connected to a trigger mechanism and firing blocks, with a trigger cable extending through apertures in the mounting frame and trigger mechanism. Sudden movement by a user, such as a fall, actuates the trigger mechanism to trigger the firing blocks. The firing blocks are loaded with anchors and firing cartridges. Triggering the firing blocks causes the cartridges to fire, propelling the anchors into an anchoring surface, such as a roof. Because the user is connected to the trigger cable, once the anchors deploy the user is anchored to the roof and their fall arrested.

Abstract: The present system for fall restraint includes a mounting frame connected to a trigger mechanism and firing blocks, with a trigger cable extending through apertures in the mounting frame and trigger mechanism. Sudden movement by a user, such as a fall, actuates the trigger mechanism to trigger the firing blocks. The firing blocks are loaded with anchors and firing cartridges. Triggering the firing blocks causes the cartridges to fire, propelling the anchors into an anchoring surface, such as a roof. Because the user is connected to the trigger cable, once the anchors deploy the user is anchored to the roof and their fall arrested.

Abstract: Provided are alcohol-free antimicrobial compositions comprising benzalkonium chloride, antimicrobial phospholipid, water, and optionally, polyol co-solvent and/or surfactant. Also provided are alcohol-free antimicrobial compositions comprising quaternary ammonium salt, polyol co-solvent and/or surfactant, and water. Preferably, the compositions are formulated for use as a skin sanitizer.

Abstract: Provided is a bacterial strain which produces a family of mosquitocidal toxins, Xenorhabdus MT, on deposit with the American Type Culture Collection, PTA-6826, insecticidal compositions comprising the mosquitocidal toxin(s) produced by Xenorhabdus MT, a mosquitocidal toxin preparation prepared from spent culture medium, whole culture or cells or a mixture thereof, of Xenorhabdus MT and method of insect control, especially mosquito control. Also provided are microbial compounds (same as mosquitocidal toxins) compositions comprising them and use in formulating therapeutic and other antimicrobial compositions, and methods of use for inhibiting microbial growth and for treating infection.

Abstract: The present system for fall restraint includes a mounting frame connected to a trigger mechanism and firing blocks, with a trigger cable extending through apertures in the mounting frame and trigger mechanism. Sudden movement by a user, such as a fall, actuates the trigger mechanism to trigger the firing blocks. The firing blocks are loaded with anchors and firing cartridges. Triggering the firing blocks causes the cartridges to fire, propelling the anchors into an anchoring surface, such as a roof. Because the user is connected to the trigger cable, once the anchors deploy the user is anchored to the roof and their fall arrested.

Abstract: Antimicrobial compositions including PCMX and carboxylic acid and related methods are described. In a preferred embodiment, an antimicrobial composition comprises an enhanced synergistically effective antimicrobial mixture of PCMX, carboxylic acid, glycerol, isopropanol, and sodium dodecyl sulfate.

Abstract: Provided is a bacterial strain which produces a family of mosquitocidal toxins, Xenorhabdus MT, on deposit with the American Type Culture Collection, PTA-6826, insecticidal compositions comprising the mosquitocidal toxin(s) produced by Xenorhabdus MT, a mosquitocidal toxin preparation prepared from spent culture medium, whole culture or cells or a mixture thereof, of Xenorhabdus MT and method of insect control, especially mosquito control. Also provided are microbial compounds (same as mosquitocidal toxins) compositions comprising them and use in formulating therapeutic and other antimicrobial compositions, and methods of use for inhibiting microbial growth and for treating infection.

Abstract: An avalanche photodiode circuit, comprising an avalanche photodiode typically connected in parallel to a capacitor, in which there is provided a current shunt circuit which activates to shunt current from the avalanche photodiode in response to detecting a decrease in the impedance of the avalanche photodiode, typically measured by determining the slope of the voltage across the avalanche photodiode. By using this circuit, the avalanche photodiode can be protected from sudden increases in incident light level decreasing the impedance of the avalanche photodiode to an extent that the energy such as is stored in the capacitor can damage the structure of the avalanche photodiode.

Abstract: The present solution may be implemented to provide a connectivity platform where children are provided the power of connectivity they seek in a safe, fun and simple online and offline form that children and parents can both embrace. In one implementation, the disclosure provides children a toy, game, application, and online platform under a single overarching platform. This platform connects online and offline interaction by letting children discover people, places and things in the real world and track them online. The platform provides children with a game for collecting friends, while providing parents a way to monitor the activity of their children. At the same time, the platform provides parents, teachers, and brand partners the ability to incentivize children and teach social responsibility, thereby providing a learning experience that existing social networks do not and cannot provide.