Information Engineering and Data Mining
Transactions of Computational Science and Computational Intelligence
Seiten
2021
|
2021 ed.
Springer-Verlag New York Inc.
978-1-4614-1385-1 (ISBN)
Springer-Verlag New York Inc.
978-1-4614-1385-1 (ISBN)
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Written by experts in the field, this volume presents the very latest advances in the fields of information engineering and data mining, covering topics ranging from aspect-oriented programming to data mining issues such as the use and management of metadata.
Information Engineering and Data Mining is a comprehensive look at information engineering, knowledge engineering, and data mining. The book covers selected areas of machine learning and soft computing as they relate to information engineering and data mining. Coverage of knowledge management includes; retrieval, structures and reliability. Coverage of Data Mining includes, spatial data mining, visual data mining and visualization of data mining. This book will consist of invited papers as well as extended conference papers.
Information Engineering and Data Mining is a comprehensive look at information engineering, knowledge engineering, and data mining. The book covers selected areas of machine learning and soft computing as they relate to information engineering and data mining. Coverage of knowledge management includes; retrieval, structures and reliability. Coverage of Data Mining includes, spatial data mining, visual data mining and visualization of data mining. This book will consist of invited papers as well as extended conference papers.
Dr. Hamid Arabnia, is a currently a professor at The University of Georgia. Dr. Arabnia also serves as the Editor in Chief for the Journal of Supercomputing.
Information and Knowledge Engineering.- Data Mining Taks.- Data Mining Algorithms.- Data Mining Integration.- Data Mining Process.- Data Mining Applications and Examples.
| Erscheint lt. Verlag | 20.5.2021 |
|---|---|
| Reihe/Serie | Transactions on Computational Science and Computational Intelligence ; 1 |
| Zusatzinfo | 100 black & white illustrations, biography |
| Verlagsort | New York, NY |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Mathematik / Informatik ► Informatik ► Software Entwicklung | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Technik ► Nachrichtentechnik | |
| Schlagworte | Artificial Neural Networks • Data Cleaning • Data Mining • Data reduction methods • grid based data mining • information engineering • Knowledge Engineering • knowledge management • multidimensional data • Multimedia Mining |
| ISBN-10 | 1-4614-1385-0 / 1461413850 |
| ISBN-13 | 978-1-4614-1385-1 / 9781461413851 |
| Zustand | Neuware |
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