Advances In Intelligent Data Analysis X

Author : Michael R. Berthold,Ad Feelders,Georg Krempl
Publisher : Springer Nature
Page : 601 pages
File Size : 45,9 Mb
Release : 2020-04-22
Category : Computers
ISBN : 9783030445843

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Advances in Intelligent Data Analysis XVIII by Michael R. Berthold,Ad Feelders,Georg Krempl Pdf

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 : Pedro Henriques Abreu,Pedro Pereira Rodrigues,Alberto Fernández,João Gama
Publisher : Springer Nature
Page : 454 pages
File Size : 55,9 Mb
Release : 2021-04-12
Category : Computers
ISBN : 9783030742515

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Advances in Intelligent Data Analysis XIX by Pedro Henriques Abreu,Pedro Pereira Rodrigues,Alberto Fernández,João Gama Pdf

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 : João Gama,Elizabeth Bradley,Jaakko Hollmen
Publisher : Springer
Page : 438 pages
File Size : 53,5 Mb
Release : 2011-10-25
Category : Computers
ISBN : 9783642248009

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Advances in Intelligent Data Analysis X by João Gama,Elizabeth Bradley,Jaakko Hollmen Pdf

This book constitutes the refereed proceedings of the 10th International Conference on Intelligent Data Analysis, IDA 2011, held in Porto, Portugal, in October 2011. The 19 revised full papers and 16 revised poster papers resented together with 3 invited papers were carefully reviewed and selected from 73 submissions. All current aspects of intelligent data analysis are addressed, particularly intelligent support for modeling and analyzing complex, dynamical systems. The papers offer intelligent support for understanding evolving scientific and social systems including data collection and acquisition, such as crowd sourcing; data cleaning, semantics and markup; searching for data and assembling datasets from multiple sources; data processing, including workflows, mixed-initiative data analysis, and planning; data and information fusion; incremental, mixed-initiative model development, testing and revision; and visualization and dissemination of results; etc.

Author : Xiaohui Liu,Michael R. Berthold
Publisher : Springer Science & Business Media
Page : 644 pages
File Size : 41,6 Mb
Release : 1997-07-23
Category : Business & Economics
ISBN : 3540633464

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Advances in Intelligent Data Analysis. Reasoning about Data by Xiaohui Liu,Michael R. Berthold Pdf

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 : Anonim
Publisher : Unknown
Page : 79 pages
File Size : 50,7 Mb
Release : 2004
Category : Expert systems (Computer science)
ISBN : OCLC:57475073

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Advances in Intelligent Data Analysis by Anonim Pdf

Author : Wouter Duivesteijn,Arno Siebes,Antti Ukkonen
Publisher : Springer
Page : 394 pages
File Size : 55,8 Mb
Release : 2018-10-10
Category : Computers
ISBN : 9783030017682

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Advances in Intelligent Data Analysis XVII by Wouter Duivesteijn,Arno Siebes,Antti Ukkonen Pdf

This book constitutes the conference proceedings of the 17th International Symposium on Intelligent Data Analysis, which was held in October 2018 in ‘s-Hertogenbosch, the Netherlands. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The 29 full papers presented in this book were carefully reviewed and selected from 65 submissions. The papers cover all aspects of intelligent data analysis, including papers on intelligent support for modeling and analyzing data from complex, dynamical systems.

Author : Michael R. Berthold,David J Hand
Publisher : Springer
Page : 515 pages
File Size : 53,7 Mb
Release : 2007-06-07
Category : Computers
ISBN : 9783540486251

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Intelligent Data Analysis by Michael R. Berthold,David J Hand Pdf

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 : A. Fazel Famili
Publisher : Springer Science & Business Media
Page : 534 pages
File Size : 53,5 Mb
Release : 2005-08-30
Category : Business & Economics
ISBN : 9783540287957

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Advances in Intelligent Data Analysis VI by A. Fazel Famili Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Intelligent Data Analysis, IDA 2005, held in Madrid, Spain in September 2005. The 46 revised papers presented together with two tutorials and two invited talks were carefully reviewed and selected from 184 submissions. All current aspects of this interdisciplinary field are addressed; the areas covered include statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization.

Author : Tassadit Bouadi,Elisa Fromont,Eyke Hüllermeier
Publisher : Springer Nature
Page : 418 pages
File Size : 46,7 Mb
Release : 2022-04-06
Category : Computers
ISBN : 9783031013331

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Advances in Intelligent Data Analysis XX by Tassadit Bouadi,Elisa Fromont,Eyke Hüllermeier Pdf

This book constitutes the proceedings of the 20th International Symposium on Intelligent Data Analysis, IDA 2022, which was held in Rennes, France, during April 20-22, 2022. The 31 papers included in this book were carefully reviewed and selected from 73 submissions. They deal with high quality, novel research in intelligent data analysis.

Author : Michael R. Berthold,Ad Feelders,Georg Krempl
Publisher : Springer
Page : 588 pages
File Size : 54,9 Mb
Release : 2020-04-02
Category : Computers
ISBN : 3030445836

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Advances in Intelligent Data Analysis XVIII by Michael R. Berthold,Ad Feelders,Georg Krempl Pdf

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 : Bruno Crémilleux,Sibylle Hess,Siegfried Nijssen
Publisher : Springer Nature
Page : 514 pages
File Size : 45,7 Mb
Release : 2023-03-31
Category : Computers
ISBN : 9783031300479

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Advances in Intelligent Data Analysis XXI by Bruno Crémilleux,Sibylle Hess,Siegfried Nijssen Pdf

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 : Niall Adams,Allan Tucker,David Weston
Publisher : Springer
Page : 361 pages
File Size : 44,7 Mb
Release : 2017-10-20
Category : Computers
ISBN : 9783319687650

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Advances in Intelligent Data Analysis XVI by Niall Adams,Allan Tucker,David Weston Pdf

This book constitutes the conference proceedings of the 16th International Symposium on Intelligent Data Analysis, which was held in October 2017 in London, UK. The 28 full papers presented in this book were carefully reviewed and selected from 66 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. IDA solicits papers on all aspects of intelligent data analysis, including papers on intelligent support for modelling and analyzing data from complex, dynamical systems.

Author : Ioanna Miliou
Publisher : Springer Nature
Page : 286 pages
File Size : 52,9 Mb
Release : 2024-06-25
Category : Electronic
ISBN : 9783031585531

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Advances in Intelligent Data Analysis XXII by Ioanna Miliou Pdf

Author : Michael R Berthold,Ad Feelders,Georg Krempl
Publisher : Unknown
Page : 128 pages
File Size : 52,5 Mb
Release : 2020
Category : Computer organization
ISBN : 3030445852

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Advances in Intelligent Data Analysis XVIII by Michael R Berthold,Ad Feelders,Georg Krempl Pdf

Author : Niall M. Adams,Céline Robardet,Arno Siebes,Jean-Francois Boulicaut
Publisher : Springer
Page : 418 pages
File Size : 50,9 Mb
Release : 2009-08-27
Category : Computers
ISBN : 9783642039157

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Advances in Intelligent Data Analysis VIII by Niall M. Adams,Céline Robardet,Arno Siebes,Jean-Francois Boulicaut Pdf

This book constitutes the refereed proceedings of the 8th International Conference on Intelligent Data Analysis, IDA 2009, held in Lyon, France, August 31 - September 2, 2009. The 33 revised papers, 18 full oral presentations and 15 poster and short oral presentations, presented were carefully reviewed and selected from almost 80 submissions. All current aspects of this interdisciplinary field are addressed; for example interactive tools to guide and support data analysis in complex scenarios, increasing availability of automatically collected data, tools that intelligently support and assist human analysts, how to control clustering results and isotonic classification trees. In general the areas covered include statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization.