... applicant is an experienced researcher; her contributions with quality-extended query processing and quality-aware data mining are the stepping-stones of the proposed project.The host institution is AT&T Labs, which provides an excellent environment for research. Her integration into AT&T Labs will enhance the applicant's expertise in integrated management and analysis of large data volumes. Conc ...