Advances in Intelligent Information Systems

✍ Scribed by François Rioult, Bruno Zanuttini, Bruno Crémilleux (auth.), Zbigniew W. Ras, Li-Shiang Tsay (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Tongue: English
Leaves: 365
Series: Studies in Computational Intelligence 265
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages -
Front Matter....Pages 1-1
Nonredundant Generalized Rules and Their Impact in Classification....Pages 3-25
Asymmetric and Sample Size Sensitive Entropy Measures for Supervised Learning....Pages 27-42
Algebra and Topology for Dominance-Based Rough Set Approach....Pages 43-78
Front Matter....Pages 79-79
Approximate Relational Reasoning by Stochastic Propositionalization....Pages 81-109
LSA-Based Compression of Data Cubes for Efficient Approximate Range-SUM Query Answering in OLAP....Pages 111-145
Security Requirements Engineering: The SI* Modeling Language and the Secure Tropos Methodology....Pages 147-174
Privacy Protection for Genomic Data: Current Techniques and Challenges....Pages 175-193
Front Matter....Pages 195-195
Unifying the Concept of Collection in Digital Libraries....Pages 197-224
Inferring User Goals from Sets of Independent Queries in a Multidatabase Environment....Pages 225-243
The CPT Structure of Variable Elimination in Discrete Bayesian Networks....Pages 245-257
Summaries of Action Rules by Agglomerative Clustering....Pages 259-271
Front Matter....Pages 273-273
Bar Charts in Popular Media: Conveying Their Message to Visually Impaired Users via Speech....Pages 275-298
Conceptual Development of Mental Health Ontologies....Pages 299-333
Multiple Classifiers for Different Features in Timbre Estimation....Pages 335-356
Identification of Musical Instruments by Features Describing Sound Changes in Time....Pages 357-366
Back Matter....Pages -

✦ Subjects

Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics)

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