[PDF] Advances In Intelligent Data Analysis Xii eBook

Author : Allan Tucker
Publisher : Springer
Page : 476 pages
File Size : 30,70 MB
Release : 2013-10-16
Category : Computers
ISBN : 3642413986

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This book constitutes the refereed conference proceedings of the 12th International Conference on Intelligent Data Analysis, which was held in October 2013 in London, UK. The 36 revised full papers together with 3 invited papers were carefully reviewed and selected from 84 submissions handling all kinds of modeling and analysis methods, irrespective of discipline. The papers cover all aspects of intelligent data analysis, including papers on intelligent support for modeling and analyzing data from complex, dynamical systems.

Author : Bruno Crémilleux
Publisher : Springer Nature
Page : 514 pages
File Size : 18,62 MB
Release : 2023-03-31
Category : Computers
ISBN : 3031300475

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This book constitutes the proceedings of the 21st International Symposium on Intelligent Data Analysis, IDA 2022, which was held in Louvain-la-Neuve, Belgium, during April 12-14, 2023. The 38 papers included in this book were carefully reviewed and selected from 91 submissions. IDA is an international symposium presenting advances in the intelligent analysis of data. Distinguishing characteristics of IDA are its focus on novel, inspiring ideas, its focus on research, and its relatively small scale.

Author : Pedro Henriques Abreu
Publisher : Springer Nature
Page : 454 pages
File Size : 25,2 MB
Release : 2021-04-12
Category : Computers
ISBN : 3030742512

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This book constitutes the proceedings of the 19th International Symposium on Intelligent Data Analysis, IDA 2021, which was planned to take place in Porto, Portugal. Due to the COVID-19 pandemic the conference was held online during April 26-28, 2021. The 35 papers included in this book were carefully reviewed and selected from 113 submissions. The papers were organized in topical sections named: modeling with neural networks; modeling with statistical learning; modeling language and graphs; and modeling special data formats.

Author : Michael R. Berthold
Publisher : Springer Nature
Page : 601 pages
File Size : 36,18 MB
Release : 2020-04-22
Category : Computers
ISBN : 3030445844

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This open access book constitutes the proceedings of the 18th International Conference on Intelligent Data Analysis, IDA 2020, held in Konstanz, Germany, in April 2020. The 45 full papers presented in this volume were carefully reviewed and selected from 114 submissions. Advancing Intelligent Data Analysis requires novel, potentially game-changing ideas. IDA’s mission is to promote ideas over performance: a solid motivation can be as convincing as exhaustive empirical evaluation.

Author : Xiaohui Liu
Publisher : Springer
Page : 605 pages
File Size : 35,56 MB
Release : 2006-06-08
Category : Computers
ISBN : 3540695206

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This book constitutes the refereed proceedings of the Second International Symposium on Intelligent Data Analysis, IDA-97, held in London, UK, in August 1997. The volume presents 50 revised full papers selected from a total of 107 submissions. Also included is a keynote, Intelligent Data Analysis: Issues and Opportunities, by David J. Hand. The papers are organized in sections on exploratory data analysis, preprocessing and tools; classification and feature selection; medical applications; soft computing; knowledge discovery and data mining; estimation and clustering; data quality; qualitative models.

Author : Michael R. Berthold
Publisher : Springer
Page : 515 pages
File Size : 44,89 MB
Release : 2007-06-07
Category : Computers
ISBN : 3540486259

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This second and revised edition contains a detailed introduction to the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues. The following chapters concentrate on machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on visualization and an advanced overview of IDA processes.

Author : David J Hand
Publisher : Springer
Page : 529 pages
File Size : 37,37 MB
Release : 2003-05-21
Category : Computers
ISBN : 3540484124

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This book constitutes the refereed proceedings of the Third International Symposium on Intelligent Data Analysis, IDA-99 held in Amsterdam, The Netherlands in August 1999. The 21 revised full papers and 23 posters presented in the book were carefully reviewed and selected from a total of more than 100 submissions. The papers address all current aspects of intelligent data analysis; they are organized in sections on learning, visualization, classification and clustering, integration, applications and media mining.