Advances in intelligent data analysis X : 10th international symposium, IDA 2011, Porto, Portugal, October 29-31, 2011 : proceedings / João Gama, Elizabeth Bradley, Jaakko Hollmén (eds.).

By: (10th : International Symposium on Intelligent Data Analysis (10th : 2011 : Porto, Portugal)
Contributor(s): Gama, João | Bradley, Elizabeth | Hollmén, Jaakko
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7014.Publisher: Heidelberg ; New York : Springer, ©2011Description: 1 online resource (xiv, 426 pages) : illustrations (some color)Content type: text Media type: computer Carrier type: online resourceISBN: 9783642248009; 3642248004; 3642247997; 9783642247996Other title: IDA 2011 | Advances in intelligent data analysis 10 | Advances in intelligent data analysis tenSubject(s): Mathematical statistics -- Congresses | Mathematical statistics -- Data processing -- Congresses | Expert systems (Computer science) | Informatique | Expert systems (Computer science) | Mathematical statistics | Mathematical statistics -- Data processing | Computer science | Computer software | Database management | Data mining | Information storage and retrieval systems | Artificial intelligence | Information Systems Applications (incl. Internet) | Artificial Intelligence (incl. Robotics) | Information Storage and Retrieval | Algorithm Analysis and Problem Complexity | Data Mining and Knowledge DiscoveryGenre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Advances in intelligent data analysis X.DDC classification: 519.5 LOC classification: QA276.A1 | I58 2011Online resources: Click here to access online Summary: 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.
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Includes bibliographical references and index.

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.

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