Advances In Intelligent Data Analysis X
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| Author | : João Gama |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 438 |
| Release | : 2011-10-21 |
| Genre | : Computers |
| ISBN | : 3642247997 |
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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 | : Pedro Henriques Abreu |
| Publisher | : Springer Nature |
| Total Pages | : 454 |
| Release | : 2021-04-12 |
| Genre | : 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 | : Bruno Crémilleux |
| Publisher | : Springer Nature |
| Total Pages | : 514 |
| Release | : 2023-03-31 |
| Genre | : 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 | : Michael R. Berthold |
| Publisher | : Springer Nature |
| Total Pages | : 601 |
| Release | : 2020-04-22 |
| Genre | : 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 | : |
| Publisher | : |
| Total Pages | : 79 |
| Release | : 2004 |
| Genre | : Expert systems (Computer science) |
| ISBN | : |
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| Author | : Ioanna Miliou |
| Publisher | : Springer Nature |
| Total Pages | : 286 |
| Release | : |
| Genre | : |
| ISBN | : 3031585534 |
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| Author | : Tassadit Bouadi |
| Publisher | : Springer Nature |
| Total Pages | : 418 |
| Release | : 2022-04-06 |
| Genre | : Computers |
| ISBN | : 3031013336 |
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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 | : Xiaohui Liu |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 644 |
| Release | : 1997-07-23 |
| Genre | : Business & Economics |
| ISBN | : 9783540633464 |
Download Advances in Intelligent Data Analysis. Reasoning about Data Book in PDF, Epub and Kindle
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 | : A. Fazel Famili |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 534 |
| Release | : 2005-08-30 |
| Genre | : Business & Economics |
| ISBN | : 3540287957 |
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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 | : Michael R. Berthold |
| Publisher | : Springer |
| Total Pages | : 515 |
| Release | : 2007-06-07 |
| Genre | : 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.
