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Advanced Techniques in Knowledge Discovery and Data Mining (Advanced Information and Knowledge Processing) - Hardcover
Synopsis
This book presents research on some of the most recent advances in data mining and knowledge discovery, providing theory as well as its applications on practical real world applications. The methodologies discussed encompass tools like Bayesian networks, and major facets of computational intelligence paradigms. Contributions from top class researchers include: - Recent trends in data mining and knowledge discovery - Advanced data mining techniques in semi-conductor manufacturing - Clustering and visualization in retail markets baskets - Segmentation of continuous data - Instance selection using evolutionary algorithms - Cooperative co-evolution for data mining of Bayesian networks - Knowledge discovery and data mining in medicine - Satellite image classification - Knowledge discovery using rough sets This book presents both practical detail and some of the most up-to-date theory in the field, useful for postgraduates and those who wish to develop applications using advanced data mining and knowledge discovery techniques.
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Product Description
Clear and concise explanations to understand the learning paradigms.
Chapters written by leading world experts.
Review
From the reviews:
"This book presents research on some of the recent advances in the field of DMKD, and provides a glimpse into some real-world applications. ... book starts with a preface by the editors, including background information as well as an overview of the book’s contents. ... The overall layout and the length of the volume ... appear to be satisfactory. ... postgraduate students and the faculty members in the business intelligence or DMKD fields would find this volume to be a useful addition to their libraries." (C. S. Arora, Computing Reviews, April, 2006)
"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2005
- ISBN 10 1852338679
- ISBN 13 9781852338671
- BindingHardcover
- LanguageEnglish
- Number of pages268
- EditorPal Nikhil
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Advanced Techniques in Knowledge Discovery and Data Mining
Seller: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
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Hardcover. Condition: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.11. Seller Inventory # G1852338679I4N00
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Advanced Techniques in Knowledge Discovery and Data Mining.
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London, Springer London., 2005
ISBN 10: 1852338679
ISBN 13: 9781852338671
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2005. 16 x 24 cm. XII, 256 S. XII, 256 p. hardcover Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, dah (Advanced Information and Knowledge Processing). Sprache: Englisch. Seller Inventory # 156ZB
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Advanced Techniques in Knowledge Discovery and Data Mining Advanced Information and Knowledge Processing
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gebundene Ausgabe. Condition: Gut. 254 Seiten Der Erhaltungszustand des hier angebotenen Werks ist trotz seiner Bibliotheksnutzung sehr sauber. Es befindet sich lediglich ein Bibliotheksstempel im Buch; ordnungsgemäß entwidmet. Sprache: Englisch Gewicht in Gramm: 480. Seller Inventory # 1455530
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Advanced Techniques in Knowledge Discovery and Data Mining (Advanced Information and Knowledge Processing)
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Advanced Techniques in Knowledge Discovery and Data Mining (Advanced Information and Knowledge Processing)
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Advanced Techniques in Knowledge Discovery and Data Mining (Advanced Information and Knowledge Processing)
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Advanced Techniques in Knowledge Discovery and Data Mining (Advanced Information and Knowledge Processing)
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Advanced Techniques in Knowledge Discovery and Data Mining
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Advanced Techniques in Data Mining Knowledge Discovery
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Gebunden. Condition: New. Clear and concise explanations to understand the learning paradigmsChapters written by leading world expertsA highly practical bookClear and concise explanations to understand the learning paradigms. Chapters written b. Seller Inventory # 4289824
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Advanced Techniques in Knowledge Discovery and Data Mining
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Springer London Jul 2005, 2005
ISBN 10: 1852338679
ISBN 13: 9781852338671
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Seller: AHA-BUCH GmbH, Einbeck, Germany
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Buch. Condition: Neu. Neuware - Data mining and knowledge discovery (DMKD) is a rapidly expanding field in computer science. It has become very important because of an increased demand for methodologies and tools that can help the analysis and understanding of huge amounts of data generated on a daily basis by institutions like hospitals, research laboratories, banks, insurance companies, and retail stores and by Internet users. This explosion is a result of the growing use of electronic media. But what is data mining (DM) A Web search using the Google search engine retrieves many (really many) definitions of data mining. We include here a few interesting ones. One of the simpler definitions is: 'As the term suggests, data mining is the analysis of data to establish relationships and identify patterns' [1]. It focuses on identifying relations in data. Our next example is more elaborate: An information extraction activity whose goal is to discover hidden facts contained in databases. Using a combination of machine learning, statistical analysis, modeling techniques and database technology, data mining finds patterns and subtle relationships in data and infers rules that allow the prediction of future results. Typical applications include market segmentation, customer profiling, fraud detection, evaluation of retail promotions, and credit risk analysis [2]. Seller Inventory # 9781852338671
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