Advances in Information and Intelligent Systems
Zbigniew W Ras, William Ribarsky
Springer Science & Business Media, Oct 12, 2009 - Computers - 349 pages
The College of Computing and Informatics (CCI) at UNC-Charlotte has three departments: Computer Science, Software and Information Systems, and Bioinformatics and Genomics. The Department of Computer Science offers study in a variety of specialized computing areas such as database design, knowledge systems, computer graphics, artificial intelligence, computer networks, game design, visualization, computer vision, and virtual reality. The Department of Software and Information Systems is primarily focused on the study of technologies and methodologies for information system architecture, design, implementation, integration, and management with particular emphasis on system security. The Department of Bioinformatics and Genomics focuses on the discovery, development and application of novel computational technologies to help solve important biological problems. This volume gives an overview of research done by CCI faculty in the area of Information & Intelligent Systems. Presented papers focus on recent advances in four major directions: Complex Systems, Knowledge Management, Knowledge Discovery, and Visualization. A major reason for producing this book was to demonstrate a new, important thrust in academic research where college-wide interdisciplinary efforts are brought to bear on large, general, and important problems. As shown in the research described here, these efforts need not be formally organized joint undertakings (through parts could be) but are rather a convergence of interests around grand themes.
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Part II Knowledge Discovery
Part III Knowledge Management
Part IV Visualization
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0-state A-agents agents air quality algorithm allows users analysis approach attributes automatic B-agents base system behavior botnet C&A requirements centerline classifier classiﬁer training complex systems Computer computer Go context correlation datasets deﬁned deﬁnition dimension management display distance ﬁeld distance transform DITSCAP domain effect environment example exploration extraction ﬁrst framework function glyphs Go game graph hierarchical high dimensional IEEE image classiﬁer image topics information visualization integrated modeling inter-topic interaction volume knowledge templates labels large number malware measures medical images method metrics modeling and simulation multi-label classification multiple named entity recognition node noise ontology parallel coordinates pattern performed problem query interface Rand Add/Del Rand Switch random randomized graph relationships representative Ribarsky risk components scatterplot schema matching selected semantic sensemaking signiﬁcant speciﬁc strategy structure surgeons techniques threshold timbre tion values variables view scale visual analytics voxels zooming