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Author : Mark-André Krogel
Publisher :
ISBN 13 :
Total Pages : 366 pages
Book Rating : 4.:/5 (181 download)
Download or read book On Propositionalization for Knowledge Discovery in Relational Databases written by Mark-André Krogel and published by . This book was released on 2005 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Mark-André Krogel
Publisher :
ISBN 13 : 9783639014198
Total Pages : 204 pages
Book Rating : 4.0/5 (141 download)
Download or read book Database Mining written by Mark-André Krogel and published by . This book was released on 2008 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Saso Dzeroski
Publisher : Springer Science & Business Media
ISBN 13 : 3662045990
Total Pages : 410 pages
Book Rating : 4.6/5 (62 download)
Download or read book Relational Data Mining written by Saso Dzeroski and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the first book devoted to relational data mining, this coherently written multi-author monograph provides a thorough introduction and systematic overview of the area. The first part introduces the reader to the basics and principles of classical knowledge discovery in databases and inductive logic programming; subsequent chapters by leading experts assess the techniques in relational data mining in a principled and comprehensive way; finally, three chapters deal with advanced applications in various fields and refer the reader to resources for relational data mining. This book will become a valuable source of reference for R&D professionals active in relational data mining. Students as well as IT professionals and ambitioned practitioners interested in learning about relational data mining will appreciate the book as a useful text and gentle introduction to this exciting new field.
Author : M. E. Müller
Publisher : Cambridge University Press
ISBN 13 : 0521190215
Total Pages : 279 pages
Book Rating : 4.5/5 (211 download)
Download or read book Relational Knowledge Discovery written by M. E. Müller and published by Cambridge University Press. This book was released on 2012-06-21 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introductory textbook presenting relational methods in machine learning.
Author : Joost N. Kok
Publisher : Springer Science & Business Media
ISBN 13 : 3540749756
Total Pages : 660 pages
Book Rating : 4.5/5 (47 download)
Download or read book Knowledge Discovery in Databases: PKDD 2007 written by Joost N. Kok and published by Springer Science & Business Media. This book was released on 2007-08-31 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Usman, Muhammad
Publisher : IGI Global
ISBN 13 : 146668514X
Total Pages : 418 pages
Book Rating : 4.4/5 (666 download)
Download or read book Improving Knowledge Discovery through the Integration of Data Mining Techniques written by Usman, Muhammad and published by IGI Global. This book was released on 2015-08-03 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data warehousing is an important topic that is of interest to both the industry and the knowledge engineering research communities. Both data mining and data warehousing technologies have similar objectives and can potentially benefit from each other’s methods to facilitate knowledge discovery. Improving Knowledge Discovery through the Integration of Data Mining Techniques provides insight concerning the integration of data mining and data warehousing for enhancing the knowledge discovery process. Decision makers, academicians, researchers, advanced-level students, technology developers, and business intelligence professionals will find this book useful in furthering their research exposure to relevant topics in knowledge discovery.
Author : Toon Calders
Publisher : Springer
ISBN 13 : 3662448459
Total Pages : 565 pages
Book Rating : 4.6/5 (624 download)
Download or read book Machine Learning and Knowledge Discovery in Databases written by Toon Calders and published by Springer. This book was released on 2014-09-01 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The 115 revised research papers presented together with 13 demo track papers, 10 nectar track papers, 8 PhD track papers, and 9 invited talks were carefully reviewed and selected from 550 submissions. The papers cover the latest high-quality interdisciplinary research results in all areas related to machine learning and knowledge discovery in databases.
Author : Nada Lavrač
Publisher : Springer Nature
ISBN 13 : 3030688178
Total Pages : 175 pages
Book Rating : 4.0/5 (36 download)
Download or read book Representation Learning written by Nada Lavrač and published by Springer Nature. This book was released on 2021-07-10 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph addresses advances in representation learning, a cutting-edge research area of machine learning. Representation learning refers to modern data transformation techniques that convert data of different modalities and complexity, including texts, graphs, and relations, into compact tabular representations, which effectively capture their semantic properties and relations. The monograph focuses on (i) propositionalization approaches, established in relational learning and inductive logic programming, and (ii) embedding approaches, which have gained popularity with recent advances in deep learning. The authors establish a unifying perspective on representation learning techniques developed in these various areas of modern data science, enabling the reader to understand the common underlying principles and to gain insight using selected examples and sample Python code. The monograph should be of interest to a wide audience, ranging from data scientists, machine learning researchers and students to developers, software engineers and industrial researchers interested in hands-on AI solutions.
Author : Aboul Ella Hassanien
Publisher : Springer Nature
ISBN 13 : 9813343672
Total Pages : 922 pages
Book Rating : 4.8/5 (133 download)
Download or read book Emerging Technologies in Data Mining and Information Security written by Aboul Ella Hassanien and published by Springer Nature. This book was released on 2021-05-04 with total page 922 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features research papers presented at the International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS 2020) held at the University of Engineering & Management, Kolkata, India, during July 2020. The book is organized in three volumes and includes high-quality research work by academicians and industrial experts in the field of computing and communication, including full-length papers, research-in-progress papers and case studies related to all the areas of data mining, machine learning, Internet of things (IoT) and information security.
Author : Longbing Cao
Publisher : Springer Science & Business Media
ISBN 13 : 3642173128
Total Pages : 589 pages
Book Rating : 4.6/5 (421 download)
Download or read book Advanced Data Mining and Applications written by Longbing Cao and published by Springer Science & Business Media. This book was released on 2010-11-05 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Advanced Data Mining and Applications, ADMA 2010, held in Chongqing, China, in November 2010. 63 carefully reviewed regular papers and 55 revised short papers were presented. The papers are organized in topical sections on data mining foundations; data mining in specific areas; data mining methodologies and processes; and data mining applications and systems.
Author : Takashi Washio
Publisher : Springer Science & Business Media
ISBN 13 : 3540681248
Total Pages : 1125 pages
Book Rating : 4.5/5 (46 download)
Download or read book Advances in Knowledge Discovery and Data Mining written by Takashi Washio and published by Springer Science & Business Media. This book was released on 2008-05-08 with total page 1125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2008, held in Osaka, Japan, in May 2008. The 37 revised long papers, 40 revised full papers, and 36 revised short papers presented together with 1 keynote talk and 4 invited lectures were carefully reviewed and selected from 312 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas including data mining, data warehousing, machine learning, databases, statistics, knowledge acquisition, automatic scientific discovery, data visualization, causal induction, and knowledge-based systems.
Author : Dimitar Kazakov
Publisher : Springer Nature
ISBN 13 : 3030492109
Total Pages : 154 pages
Book Rating : 4.0/5 (34 download)
Download or read book Inductive Logic Programming written by Dimitar Kazakov and published by Springer Nature. This book was released on 2020-06-05 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed conference proceedings of the 29th International Conference on Inductive Logic Programming, ILP 2019, held in Plovdiv, Bulgaria, in September 2019. The 11 papers presented were carefully reviewed and selected from numerous submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming as a uniform representation language for expressing examples, background knowledge and hypotheses. Due to its strong representation formalism, based on first-order logic, ILP provides an excellent means for multi-relational learning and data mining, and more generally for learning from structured data.
Author : A. Freitas
Publisher :
ISBN 13 :
Total Pages : 12 pages
Book Rating : 4.:/5 (556 download)
Download or read book Speeding Up Knowledge Discovery in Large Relational Databases by Means of a New Discretization Algorithm written by A. Freitas and published by . This book was released on 1996 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Alex Alves Freitas
Publisher :
ISBN 13 :
Total Pages : 550 pages
Book Rating : 4.:/5 (371 download)
Download or read book Generic, Set-oriented Primitives to Support Data-parallel Knowledge Discovery in Relational Database Systems written by Alex Alves Freitas and published by . This book was released on 1997 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Nick Bassiliades
Publisher : Springer Science & Business Media
ISBN 13 : 3642225454
Total Pages : 397 pages
Book Rating : 4.6/5 (422 download)
Download or read book Rule-Based Reasoning, Programming, and Applications written by Nick Bassiliades and published by Springer Science & Business Media. This book was released on 2011-07-12 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Symposium on Rules, RuleML 2011 - Europe, held in Barcelona, Spain, in July 2011 - collocated with the 22nd International Joint Conference on Artificial Intelligence, IJCAI 2011. It is the first of two RuleML events that take place in 2011. The second RuleML Symposium - RuleML 2011 - America - will be held in Fort Lauderdale, FL, USA, in November 2011. The 18 revised full papers, 8 revised short papers and 3 invited track papers presented together with the abstracts of 2 keynote talks were carefully reviewed and selected from 58 submissions. The papers are organized in the following topical sections: rule-based distributed/multi-agent systems; rules, agents and norms; rule-based event processing and reaction rules; fuzzy rules and uncertainty; rules and the semantic Web; rule learning and extraction; rules and reasoning; and rule-based applications.
Author : Michael Gertz
Publisher : Springer Science & Business Media
ISBN 13 : 3642138179
Total Pages : 673 pages
Book Rating : 4.6/5 (421 download)
Download or read book Scientific and Statistical Database Management written by Michael Gertz and published by Springer Science & Business Media. This book was released on 2010-06-17 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 22nd International Conference on Scientific and Statistical Database Management, SSDBM 2010, held in Heidelberg, Germany in June/July 2010. The 30 long and 11 short papers presented were carefully reviewed and selected from 94 submissions. The topics covered are query processing; scientific data management and analysis; data mining; indexes and data representation; scientific workflow and provenance; and data stream processing.
Author : Marianne Winslett
Publisher : Springer
ISBN 13 : 3642022790
Total Pages : 659 pages
Book Rating : 4.6/5 (42 download)
Download or read book Scientific and Statistical Database Management written by Marianne Winslett and published by Springer. This book was released on 2009-05-21 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 21st International Conference on Scientific and Statistical Database Management, SSDBM 2009, held in New Orleans, LA, USA in June 2009. The 29 revised full papers and 12 revised short papers including poster and demo papers presented together with three invited presentations were carefully reviewed and selected from 76 submissions. The papers are organized in topical sections on improving the end-user experience, indexing, physical design, and energy, application experience, workflow, query processing, similarity search, mining, as well as spatial data.
