Download PDF BookData Quality Concepts Methodologies and Techniques (Data-Centric Systems and Applications)

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Book Details :
Published on: 2006-10-09
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Original language: English

Poor data quality can seriously hinder or damage the efficiency and effectiveness of organizations and businesses. The growing awareness of such repercussions has led to major public initiatives like the "Data Quality Act" in the USA and the "European 2003/98" directive of the European Parliament. Batini and Scannapieco present a comprehensive and systematic introduction to the wide set of issues related to data quality. They start with a detailed description of different data quality dimensions, like accuracy, completeness, and consistency, and their importance in different types of data, like federated data, web data, or time-dependent data, and in different data categories classified according to frequency of change, like stable, long-term, and frequently changing data. The book's extensive description of techniques and methodologies from core data quality research as well as from related fields like data mining, probability theory, statistical data analysis, and machine learning gives an excellent overview of the current state of the art. The presentation is completed by a short description and critical comparison of tools and practical methodologies, which will help readers to resolve their own quality problems. This book is an ideal combination of the soundness of theoretical foundations and the applicability of practical approaches. It is ideally suited for everyone – researchers, students, or professionals – interested in a comprehensive overview of data quality issues. In addition, it will serve as the basis for an introductory course or for self-study on this topic. Completed graduate research theses - Faculty of ... Student Course Thesis Title Supervisors ; Zahraa Abdallah. PhD. Adaptive activity recognition techniques with evolving data streams. Balasubramaniam Srinivasan ... Business Information Systems - University of Venda The University of Venda situated in Thohoyandou in the scenic Vhembe district of the Limpopo Province of South Africa was established in 1982. The university has ... 18. The WEKA Data Mining Software: an Update More than twelve years have elapsed since the first public release of WEKA. In that time the software has been rewritten entirely from scratch evolved substantially ... IMF - IMF Reports SunTrusts Innovation Programs is a report based on a presentation given by David Lee Director of Innovation Programs at SunTrust during the 2016 IMF Innovation ... Above the Clouds: A View of Cloud Computing Authors: Michael Armbrust: UC Berkeley Reliable Adaptive Distributed Systems Laboratory (RAD Lab) Armando Fox: UC Berkeley Reliable Adaptive ... Society of Toxicology - Annual Meeting 2017 Experience the Best Toxicology Research. Join Us in Baltimore in 2017. Register today to attend the Society of Toxicology 56th Annual Meeting and ToxExpo. Graduate School of Operational and Information Sciences ... Graduate School of Operational and Information Sciences (GSOIS) Website. my.nps.edu/web/gsois. Dean. Gordon McCormick Ph.D. Naval Postgraduate School Institute for Computational and Mathematical Engineering ... Courses offered by the Institute for Computational and Mathematical Engineering are listed under the subject code CME on the Stanford Bulletin's ExploreCourses web site. STATISTICS AND PROBABILITY (TEACHING GUIDE) STATISTICS AND PROBABILITY (TEACHING GUIDE) 1. TEACHING GUIDE FOR SENIOR HIGH SCHOOL Statistics and Probability CORE SUBJECT This Teaching ... HPE Gov Summit :: Agenda Agenda. Registration. Registration and Breakfast 7:00am - 8:00am; Exhibit Hall . Morning Keynote. Welcome and Conference Kick-off Speaker: Lewis Carr Senior Director ...
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