This book delves into the challenges of data availability in data mining, presenting data fusion as a solution. It begins by explaining data fusion as a way to combine information from different sources into a single data set for further data mining. The author highlights that while significant work has been done on data fusion in the past, most research has been performed outside the data mining community. The book introduces basic terminology, focusing on the statistical matching approach. It distinguishes between internal and external evaluation, providing a comprehensive understanding of data fusion evaluation techniques. A real-world case study is presented, demonstrating the practical application of data fusion in the context of database marketing. The author emphasizes the significance of evaluating the quality of the fusion to ensure it is valid and useful for further analysis. The work concludes by discussing the importance of data fusion as both a key enabling technology and an interesting research topic for data mining. It highlights future research opportunities and the potential for incorporating data fusion into predictive modeling methods. This book offers valuable insights for researchers and practitioners in data mining, providing a deeper understanding of data fusion and its applications in enhancing the value of data mining.
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This book was originally published prior to 1923, and represents a reproduction of an important historical work, maintaining the same format as the original work. While some publishers have opted to apply OCR (optical character recognition) technology to the process, we believe this leads to sub-optimal results (frequent typographical errors, strange characters and confusing formatting) and does not adequately preserve the historical character of the original artifact. We believe this work is culturally important in its original archival form. While we strive to adequately clean and digitally enhance the original work, there are occasionally instances where imperfections such as blurred or missing pages, poor pictures or errant marks may have been introduced due to either the quality of the original work or the scanning process itself. Despite these occasional imperfections, we have brought it back into print as part of our ongoing global book preservation commitment, providing customers with access to the best possible historical reprints. We appreciate your understanding of these occasional imperfections, and sincerely hope you enjoy seeing the book in a format as close as possible to that intended by the original publisher.
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Vendeur : Forgotten Books, London, Royaume-Uni
Paperback. Etat : New. Print on Demand. This book delves into the challenges of data availability in data mining, presenting data fusion as a solution. It begins by explaining data fusion as a way to combine information from different sources into a single data set for further data mining. The author highlights that while significant work has been done on data fusion in the past, most research has been performed outside the data mining community. The book introduces basic terminology, focusing on the statistical matching approach. It distinguishes between internal and external evaluation, providing a comprehensive understanding of data fusion evaluation techniques. A real-world case study is presented, demonstrating the practical application of data fusion in the context of database marketing. The author emphasizes the significance of evaluating the quality of the fusion to ensure it is valid and useful for further analysis. The work concludes by discussing the importance of data fusion as both a key enabling technology and an interesting research topic for data mining. It highlights future research opportunities and the potential for incorporating data fusion into predictive modeling methods. This book offers valuable insights for researchers and practitioners in data mining, providing a deeper understanding of data fusion and its applications in enhancing the value of data mining. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book. print-on-demand item. N° de réf. du vendeur 9781334538728_0
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Vendeur : PBShop.store US, Wood Dale, IL, Etats-Unis
PAP. Etat : New. New Book. Shipped from UK. Established seller since 2000. N° de réf. du vendeur LW-9781334538728
Quantité disponible : 15 disponible(s)
Vendeur : PBShop.store UK, Fairford, GLOS, Royaume-Uni
PAP. Etat : New. New Book. Shipped from UK. Established seller since 2000. N° de réf. du vendeur LW-9781334538728
Quantité disponible : 15 disponible(s)