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Knowledge Discovery in Databases: PKDD 2007

Author: Joost N. Kok

Publisher: Springer

Published: 2007-08-30

Total Pages: 644

ISBN-13: 3540749764

This book constitutes the refereed proceedings of the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2007, held in Warsaw, Poland, co-located with ECML 2007, the 18th European Conference on Machine Learning. The 28 revised full papers and 35 revised short papers present original results on leading-edge subjects of knowledge discovery from conventional and complex data and address all current issues in the area.

Knowledge Discovery in Databases: PKDD 2007

Author: Joost N. Kok

Publisher: Springer Science & Business Media

Published: 2007-08-31

Total Pages: 660

ISBN-13: 3540749756

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Rare Association Rule Mining and Knowledge Discovery: Technologies for Infrequent and Critical Event Detection

Author: Koh, Yun Sing

Publisher: IGI Global

Published: 2009-08-31

Total Pages: 320

ISBN-13: 1605667552

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"This book provides readers with an in-depth compendium of current issues, trends, and technologies in association rule mining"--Provided by publisher.

Data Mining and Knowledge Discovery Handbook

Author: Oded Maimon

Publisher: Springer Science & Business Media

Published: 2010-09-10

Total Pages: 1269

ISBN-13: 0387098232

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This book organizes key concepts, theories, standards, methodologies, trends, challenges and applications of data mining and knowledge discovery in databases. It first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. It also gives in-depth descriptions of data mining applications in various interdisciplinary industries.

Applications of Declarative Programming and Knowledge Management

Author: Dietmar Seipel

Publisher: Springer Science & Business Media

Published: 2009-04-22

Total Pages: 263

ISBN-13: 3642006744

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knowledgewrappedinrules,databases,ortheWeballowsonetoexploreintere- ing hidden knowledge.Declarativetechniques for the transformation,deduction, induction, visualization, or querying of knowledge, or data mining techniques for exploring knowledge have the advantage of high transparency and better maintainability compared to procedural approaches.

Knowledge Discovery Enhanced with Semantic and Social Information

Author: Bettina Berendt

Publisher: Springer

Published: 2009-07-09

Total Pages: 143

ISBN-13: 3642018912

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This book is showcases recent advances in knowledge discovery enhanced with semantic and social information. It includes eight chapters that grew out of joint workshops at ECML/PKDD 2007. The contributions emphasize the vision of the Web as a social medium.

A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years

Author: Sergio Flesca

Publisher: Springer

Published: 2017-05-29

Total Pages: 502

ISBN-13: 3319618938

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This book offers readers a comprehensive guide to the evolution of the database field from its earliest stages up to the present—and from classical relational database management systems to the current Big Data metaphor. In particular, it gathers the most significant research from the Italian database community that had relevant intersections with international projects. Big Data technology is currently dominating both the market and research. The book provides readers with a broad overview of key research efforts in modelling, querying and analysing data, which, over the last few decades, have became massive and heterogeneous areas.

Knowledge Discovery from Sensor Data

Author: Auroop R. Ganguly

Publisher: CRC Press

Published: 2008-12-10

Total Pages: 238

ISBN-13: 1420082337

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As sensors become ubiquitous, a set of broad requirements is beginning to emerge across high-priority applications including disaster preparedness and management, adaptability to climate change, national or homeland security, and the management of critical infrastructures. This book presents innovative solutions in offline data mining and real-time

Mining Complex Data

Author: Zbigniew W. Ras

Publisher: Springer

Published: 2008-05-13

Total Pages: 265

ISBN-13: 3540684166

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This book constitutes the refereed proceedings of the Third International Workshop on Mining Complex Data, MCD 2007, held in Warsaw, Poland, in September 2007, co-located with ECML and PKDD 2007. The 20 revised full papers presented were carefully reviewed and selected; they present original results on knowledge discovery from complex data. In contrast to the typical tabular data, complex data can consist of heterogenous data types, can come from different sources, or live in high dimensional spaces. All these specificities call for new data mining strategies.

Machine Learning: ECML 2007

Author: Joost N. Kok

Publisher: Springer Science & Business Media

Published: 2007-09-05

Total Pages: 829

ISBN-13: 3540749578

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This book constitutes the refereed proceedings of the 18th European Conference on Machine Learning, ECML 2007, held in Warsaw, Poland, September 2007, jointly with PKDD 2007. The 41 revised full papers and 37 revised short papers presented together with abstracts of four invited talks were carefully reviewed and selected from 592 abstracts submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.