Database Theory and Application, Bio-Science and Bio-Technology
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, December 8-10, 2011. Proceedings
Published on 2. December 2011
XIV, 197 pages
978-3-642-27157-1 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Illustrations
XIV, 197 p. 81 illus., 45 illus. in color.
File size
4,66 MB
ISBN-13
978-3-642-27157-1 (9783642271571)
DOI
10.1007/978-3-642-27157-1
Schweitzer Classification
Other editions
Additional editions
Tai-hoon Kim | Hojjat Adeli | Alfredo Cuzzocrea
Database Theory and Application, Bio-Science and Bio-Technology
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, December 8-10, 2011. Proceedings
Book
11/2011
Springer
€53.49
Shipment within 7-9 days
Content
- 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 Code
- Association 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 Fusion
- Related 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 Systems
- Introduction
- 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 Models
- Array 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
- Introduction
- Problem Definition
- The Minimal Cost Backtrack Algorithm
- Experiments
- Conclusions and Further Works
- References
- Protein Function Prediction by Spectral Clustering of Protein Interaction Network
- Introduction
- Research Methods
- Cluster Extraction Based on Spectral Analysis of the Protein-Protein Interaction Graph
- Protein-Protein Interaction Network Weighting
- Results and Discussion
- Conclusion
- References
- Reducing the Subjectivity of Gene Expression Data Clustering Based on Spatial Contiguity Analysis
- Introduction
- Problem Formulation
- Initial Points Selection Based on Spatial Contiguity Analysis
- Validations
- Conclusions
- References
- A Novel Non-contact Infection Screening System Based on Self-Organizing Map with K-means Clustering
- Introduction
- Methodology
- Non-contact Screening System Hardware Setup
- Self-Organizing Map with K-means Two-Layer Clustering Method
- The SOM with K-means Clustering Method Test on the Clinical Data
- Results
- SOM with K-means Clustering Method Evaluation on the Clinical Data
- The Comparison of SOM with K-means and LDA Diagnostic Test
- Discussions
- References
- Integrating Inductive Knowledge into the Inference System of Biomedical Informatics
- Introduction
- Related Work
- System Architecture and Methodology
- Implementation and Performance Evaluation
- Conclusion
- References
- Method for Protein Active Sites Detection Based on Fuzzy Decision Trees
- Introduction
- Our Method
- Extraction of the Features of the Amino Acids
- Fuzzy Decision Trees
- Experimental Results
- Conclusion
- References
- Predicting Rare Classes of Primary Tumors with Over-Sampling Techniques
- Introduction
- Performance Analysis Measurement
- Experimental Design and Results
- Conclusion
- References
- Mask-Rendering of Mitochondrial Transports Using VTK
- Introduction
- Mask-Rendering and Two-Dimensional Visualization Based on an Image Slice
- Implementation of Mask-Rendering
- Implementation of 2D Visualization Based on an Image Slice
- Experiments
- Conclusion
- References
- Daisyworld in Two Dimensional Small-World Networks
- Introduction
- Background
- The Daisyworld Model
- Small-World Network Models
- Model
- The Underlying Daisyworld Model
- The Network Structure
- Results
- Regular Networks
- Small-World Models
- Small World Models Extended towards Random Case (p=1.0)
- Discussion
- Conclusions
- Summary
- Assumptions and Limitations
- Future Work
- References
- A Verification Tool for Splice Junction Sites on Whole Genome with Massive Reads
- Introduction
- Methods
- Results
- Conclusions
- References
- UNION: An Efficient Mapping Tool Using UniMark with Non-overlapping Interval Indexing Strategy
- Introduction
- Method and Materials
- UniMarker
- UNION
- Experiment
- Experimental Environment and Data Source
- Experimental Results
- Conclusion
- References
- Author Index
