| Description |
1 online resource (xiv, 196 pages) |
| Series |
Communications in computer and information science, 1865-0929 ; 258 |
|
Communications in computer and information science ; 258.
|
| Contents |
Intro; Title page; Foreword; Preface; Organization; Table of Contents; A Heuristic-Based Decision Tree Induction Method for Noisy Data; Introduction; Robust-Tree Induction: Framework and Methodology; System Implementation; Experimentation; Conclusion; References; Optimizing Database Queries with Materialized Views and Data Mining Models; Introduction; Related Work; Query Optimizer Design and Its Implementation; Experimentation; Conclusion; References; IPC Code Analysis of Patent Documents Using Association Rules and Maps -- Patent Analysis of Database Technology; Introduction |
|
Patent and International Patent Classification CodeAssociation Rules and Maps for IPC Code Analysis; Experimental Results; Conclusions and Future Works; References; CAIG: Classification Based on Attribute-ValuePair Integrate Gain; Introduction; Rule Based Classication; CAIG: Classification Based on Attribute-Value Pair Integrate Gain; Selecting Attribute-Value Pair; Inducing Rules; Classification Using Rules; Experiments; Conclusions; References; Weighting Method Based on Entropy Analysis for Multi-sensor Data Fusion in Wireless Sensor Networks; Introduction; Multi-sensor Data Fusion |
|
Theoretical Background for the Multi-sensor Data FusionRelated Studies; Weighting in the Multi-sensor Data Fusion; Entropy Weighting Method; Weighing the Multi-sensor Data Fusion for Deducting the Enhanced Circumstances Information; Entropy Weighting Values; Comparison and Evaluation; Conclusion and Further Study; References; A Forecasting Model for Technological Trend Using Unsupervised Learning; Introduction; Image and Video Technology Forecasting; IVT Forecasting Using ARM and SOM; Experimental Results; Conclusions and Future Works; References |
|
Mathematical Model and Analysis of Reliability and Safety of Large Database SystemsIntroduction; Registration Systems: Requirements and Objectives; The Problem Formulation and Mathematical Model; Analysis of the Model and Problem Solution; Conclusions; References; Mobile Specification Retrieval Methods; Introduction; Semantic Networks-Based Retrieval; Mobile Specification Retrieval Using Semantic Networks; Concept Extracting Method; Query Processing; System Design; Indexer; Experiment and Evaluation; Conclusions; References; A Comparative Analysis of Array Models for Databases; Introduction |
|
Overview of Array ModelsArray Algebra; AML; AQL; RAM; Comparison; Array Representation; Operations; Conclusion and Outlook; References; Potentials of Circulation Data Analysis for Library Marketing: A Case Study in a University Library; Introduction; Investigation to Patron Profiling from Circulation Data; Data Overview; Analysis of Undergraduate Students' Records; A Student's Behavior Analysis for Patron Profiling; Choosing the Target Student; Borrow-Return Behavior Analysis; Time Zone Analysis; Concluding Remarks; References; Minimal Cost Attribute Reduction through Backtracking |
| Summary |
This book comprises selected papers of the International Conferences, DTA and BSBT 2011, held as Part of the Future Generation Information Technology Conference, FGIT 2011, in Conjunction with GDC 2011, Jeju Island, Korea, in December 2011. The papers presented were carefully reviewed and selected from numerous submissions and focuse on the various aspects of database theory and application, and bio-science and bio-technology |
| Analysis |
Computer science |
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Computer software |
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Database management |
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Data mining |
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Information storage and retrieval systems |
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Artificial intelligence |
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Information Storage and Retrieval |
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Information Systems Applications (incl. Internet) |
|
Algorithm Analysis and Problem Complexity |
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Data Mining and Knowledge Discovery |
|
computerwetenschappen |
|
computer sciences |
|
kunstmatige intelligentie |
|
databasebeheer |
|
informatieontsluiting |
|
information retrieval |
|
informatieopslag |
|
information storage |
|
algoritmen |
|
algorithms |
|
computeranalyse |
|
computer analysis |
|
datamining |
|
informatiesystemen |
|
information systems |
|
internet |
|
Information and Communication Technology (General) |
|
Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| In |
Springer eBooks |
| Subject |
Databases -- Congresses
|
|
Database management -- Congresses
|
|
Life sciences -- Databases -- Congresses
|
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Biotechnology -- Databases -- Congresses
|
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Artificial intelligence.
|
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Information storage and retrieval systems.
|
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Data mining.
|
|
Artificial Intelligence
|
|
Information Systems
|
|
Software
|
|
Data Mining
|
|
artificial intelligence.
|
|
software.
|
|
Biotechnology -- Databases
|
|
Database management
|
|
Databases
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
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Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Kim, Tai-hoon.
|
|
BSBT 2011 (2011 : Cheju Island, Korea)
|
|
FGIT 2011 (Conference) (3rd : 2011 : Cheju Island, Korea)
|
|
GDC (Conference) (2011 : Cheju Island, Korea)
|
| ISBN |
9783642271571 |
|
364227157X |
|
3642271561 |
|
9783642271564 |
|
9783642271588 |
|
3642271588 |
