Abstract: A processing system deployed in a telecommunication network may obtain data records including data associated with subscribers, cluster the subscribers into a plurality of clusters in accordance with the data, identify a first set of subscribers enrolled in automated clearing house (ACH) payment agreements, and identify a second set of subscribers not enrolled in ACH payment agreements, calculate distance measures for the second set of subscribers, where for each respective subscriber of the second set of subscribers, the distance measures include a respective distance measure of the respective subscriber to a feature centroid for a subset of the first set of subscribers in a same cluster as the respective subscriber, select a subset of the second set of subscribers based upon the plurality of distance measures for receiving an offer in an ACH payment agreement, and present communications to the subset of the second set of subscribers with the offer.

Abstract: A processing system deployed in a telecommunication network may obtain data records including data associated with subscribers, cluster the subscribers into a plurality of clusters in accordance with the data, identify a first set of subscribers enrolled in automated clearing house (ACH) payment agreements, and identify a second set of subscribers not enrolled in ACH payment agreements, calculate distance measures for the second set of subscribers, where for each respective subscriber of the second set of subscribers, the distance measures include a respective distance measure of the respective subscriber to a feature centroid for a subset of the first set of subscribers in a same cluster as the respective subscriber, select a subset of the second set of subscribers based upon the plurality of distance measures for receiving an offer in an ACH payment agreement, and present communications to the subset of the second set of subscribers with the offer.

Abstract: A processing system deployed in a telecommunication network may obtain data records including data associated with subscribers, cluster the subscribers into a plurality of clusters in accordance with the data, identify a first set of subscribers enrolled in automated clearing house (ACH) payment agreements, and identify a second set of subscribers not enrolled in ACH payment agreements, calculate distance measures for the second set of subscribers, where for each respective subscriber of the second set of subscribers, the distance measures include a respective distance measure of the respective subscriber to a feature centroid for a subset of the first set of subscribers in a same cluster as the respective subscriber, select a subset of the second set of subscribers based upon the plurality of distance measures for receiving an offer in an ACH payment agreement, and present communications to the subset of the second set of subscribers with the offer.

Abstract: An antimicrobial composition, methods of making the composition, and methods of using the composition. The composition comprises a substantially dry mixture of effective amounts of one or more quaternary ammonium compounds, one or more oxidizing agents, and one or more antimicrobial metallic compounds, such as silver-containing compounds. The composition is primarily directed to the sustained treatment of dental unit water.

Abstract: An improved grouting method and arrangement using particulate material and aqueous solutions of alkali silicate materials confined between pile seal assembly and top of an offshore platform in sealing the annular space formed between either a jacket leg or pile sleeve and a pile driven therethrough or similar annular space of an offshore platform to support a column of grout thereon so that the annular space may ultimately be filled with grouting material.

Abstract: An improved grouting method and arrangement using aqueous solutions of alkali silicate materials confined between a pair of pile seal assemblies in sealing the annular space formed between either a jacket leg or pile sleeve and a pile driven therethrough or similar annular space of an offshore platform to support a column of grout thereon so that the annular space may ultimately be filled with grouting material.