Advances in intelligent data analysis VII : 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007 : proceedings / Michael R. Berthold, John Shawe-Taylor, Nada Lavrač (eds.).

By: (7th : International Symposium on Intelligent Data Analysis (7th : 2007 : Ljubljana, Slovenia)
Contributor(s): Berthold, M. (Michael) | Shawe-Taylor, John | Lavrač, Nada
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 4723.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2007Description: 1 online resource (xiv, 380 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540748250; 3540748253; 3540748245; 9783540748243Other title: IDA 07 [Logo on cover:] | 7th International Symposium on Intelligent Data Analysis | Seventh International Symposium on Intelligent Data Analysis | International Symposium on Intelligent Data Analysis | IDA 2007Subject(s): Mathematical statistics -- Congresses | Mathematical statistics -- Data processing -- Congresses | Expert systems (Computer science) -- Congresses | Mathematical statistics -- Data processing | Expert systems (Computer science) | Mathematical statistics | Informatique | Expert systems (Computer science) | Mathematical statistics | Mathematical statistics -- Data processing | gegevensverwerking | data processing | computertechnieken | computer techniques | informatieontsluiting | information retrieval | informatieopslag | information storage | waarschijnlijkheid | probability | statistiek | statistics | computerwetenschappen | computer sciences | kunstmatige intelligentie | artificial intelligence | bedrijfsinformatiesystemen | management information systems | patroonherkenning | pattern recognition | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Advances in intelligent data analysis VII.DDC classification: 519.5 LOC classification: QA276.A1 | I565 2007ebOther classification: TP274-1 Online resources: Click here to access online
Contents:
Statistical data analysis -- Bayesian approaches -- Clustering methods -- Ensemble learning -- Ranking -- Trees -- Sequence/time series analysis -- Knowledge discovery -- Visualization -- Text mining -- Bioinformatics -- Applications.
In: Springer e-booksSummary: This book constitutes the refereed proceedings of the 7th International Conference on Intelligent Data Analysis, IDA 2007, held in Ljubljana, Slovenia, September 6-8, 2007. The 33 revised papers presented were carefully reviewed and selected from almost 100 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.
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Includes bibliographical references and index.

Statistical data analysis -- Bayesian approaches -- Clustering methods -- Ensemble learning -- Ranking -- Trees -- Sequence/time series analysis -- Knowledge discovery -- Visualization -- Text mining -- Bioinformatics -- Applications.

Print version record.

This book constitutes the refereed proceedings of the 7th International Conference on Intelligent Data Analysis, IDA 2007, held in Ljubljana, Slovenia, September 6-8, 2007. The 33 revised papers presented were carefully reviewed and selected from almost 100 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.

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