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Advances in Intelligent Information Systems

  • Book
  • © 2010

Overview

Editors:
  1. Zbigniew W. Ras

    1. Department of Computer Science, University of North Carolina, Charlotte, USA

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  2. Li-Shiang Tsay

    1. Department of Electronics, Computer & Information Technology, NC A &T State University, Greensboro, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Overview over the latest research in intelligent information systems

Part of the book series: Studies in Computational Intelligence (SCI, volume 265)

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About this book

Intelligent Information Systems (IIS) can be defined as the next generation of Information Systems (IS) developed as a result of integration of AI and database (DB) technologies. IIS embody knowledge that allows them to exhibit intelligent behavior, allows them to cooperate with users and other systems in problem solving, discovery, retrieval, and manipulation of data and knowledge. For any IIS to serve its purpose, the information must be available when it is needed. This means that the computing systems used to store data and process the information, and the security controls used to protect it must be functioning correctly. This book covers some of the above topics and it is divided into four sections: Classification, Approximation and Data Security, Knowledge Management, and Application of IIS to medical and music domains.

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Table of contents (15 chapters)

  1. Front Matter

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  2. Classification

    1. Front Matter

      Pages 1-1
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    2. Nonredundant Generalized Rules and Their Impact in Classification

      • François Rioult, Bruno Zanuttini, Bruno Crémilleux
      Pages 3-25

    3. Asymmetric and Sample Size Sensitive Entropy Measures for Supervised Learning

      • Djamel A. Zighed, Gilbert Ritschard, Simon Marcellin
      Pages 27-42

    4. Algebra and Topology for Dominance-Based Rough Set Approach

      • Salvatore Greco, Benedetto Matarazzo, Roman Słowiński
      Pages 43-78

  3. Approximation & Data Security

    1. Front Matter

      Pages 79-79
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    2. Approximate Relational Reasoning by Stochastic Propositionalization

      • Nicola Di Mauro, Teresa M. A. Basile, Stefano Ferilli, Floriana Esposito
      Pages 81-109

    3. LSA-Based Compression of Data Cubes for Efficient Approximate Range-SUM Query Answering in OLAP

      • Alfredo Cuzzocrea
      Pages 111-145

    4. Security Requirements Engineering: The SI* Modeling Language and the Secure Tropos Methodology

      • Fabio Massacci, John Mylopoulos, Nicola Zannone
      Pages 147-174

    5. Privacy Protection for Genomic Data: Current Techniques and Challenges

      • Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang, Junhu Wang
      Pages 175-193

  4. Knowledge Management

    1. Front Matter

      Pages 195-195
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    2. Unifying the Concept of Collection in Digital Libraries

      • Carlo Meghini, Nicolas Spyratos
      Pages 197-224

    3. Inferring User Goals from Sets of Independent Queries in a Multidatabase Environment

      • Aybar C. Acar, Amihai Motro
      Pages 225-243

    4. The CPT Structure of Variable Elimination in Discrete Bayesian Networks

      • C. J. Butz, W. Yan, P. Lingras, Y. Y. Yao
      Pages 245-257

    5. Summaries of Action Rules by Agglomerative Clustering

      • Angelina A. Tzacheva
      Pages 259-271

  5. Applications

    1. Front Matter

      Pages 273-273
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    2. Bar Charts in Popular Media: Conveying Their Message to Visually Impaired Users via Speech

      • Stephanie Elzer, Edward Schwartz, Sandra Carberry, Daniel Chester, Seniz Demir, Peng Wu
      Pages 275-298

    3. Conceptual Development of Mental Health Ontologies

      • Jitender S. Deogun, William Spaulding
      Pages 299-333

    4. Multiple Classifiers for Different Features in Timbre Estimation

      • Wenxin Jiang, Xin Zhang, Amanda Cohen, Zbigniew W. Raś
      Pages 335-356

    5. Identification of Musical Instruments by Features Describing Sound Changes in Time

      • Elżbieta Kubera, Zbigniew W. Raś
      Pages 357-366
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Editors and Affiliations

  • Department of Computer Science, University of North Carolina, Charlotte, USA

    Zbigniew W. Ras

  • Department of Electronics, Computer & Information Technology, NC A &T State University, Greensboro, USA

    Li-Shiang Tsay

Bibliographic Information

  • Book Title: Advances in Intelligent Information Systems

  • Editors: Zbigniew W. Ras, Li-Shiang Tsay

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-642-05183-8

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2010

  • Hardcover ISBN: 978-3-642-05182-1Published: 04 February 2010

  • Softcover ISBN: 978-3-642-26233-3Published: 04 May 2012

  • eBook ISBN: 978-3-642-05183-8Published: 29 December 2009

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 367

  • Topics: Artificial Intelligence, Mathematical and Computational Engineering

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