Intelligent Information and Database Systems
4th Asian Conference, ACIIDS 2012, Kaohsiung, Taiwan, March 19-21, 2012, Proceedings, Part I
Published on 14. March 2012
XXXI, 503 pages
978-3-642-28487-8 (ISBN)
Description
The three-volume set LNAI 7196, LNAI 7197 and LNAI 7198 constitutes the refereed proceedings of the 4th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2012, held in Kaohsiung, Taiwan in March 2012.
The 161 revised papers presented were carefully reviewed and selected from more than 472 submissions. The papers included cover the following topics: intelligent database systems, data warehouses and data mining, natural language processing and computational linguistics, semantic Web, social networks and recommendation systems, collaborative systems and applications, e-bussiness and e-commerce systems, e-learning systems, information modeling and requirements engineering, information retrieval systems, intelligent agents and multi-agent systems, intelligent information systems, intelligent internet systems, intelligent optimization techniques, object-relational DBMS, ontologies and knowledge sharing, semi-structured and XML database systems, unified modeling language and unified processes, Web services and semantic Web, computer networks and communication systems.
The 161 revised papers presented were carefully reviewed and selected from more than 472 submissions. The papers included cover the following topics: intelligent database systems, data warehouses and data mining, natural language processing and computational linguistics, semantic Web, social networks and recommendation systems, collaborative systems and applications, e-bussiness and e-commerce systems, e-learning systems, information modeling and requirements engineering, information retrieval systems, intelligent agents and multi-agent systems, intelligent information systems, intelligent internet systems, intelligent optimization techniques, object-relational DBMS, ontologies and knowledge sharing, semi-structured and XML database systems, unified modeling language and unified processes, Web services and semantic Web, computer networks and communication systems.
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Jeng-Shyang Pan | Shyi-Ming Chen | Ngoc-Thanh Nguyen
Intelligent Information and Database Systems
4th Asian Conference, ACIIDS 2012, Kaohsiung, Taiwan, March 19-21, 2012, Proceedings, Part I
Book
03/2012
1st Edition
Springer
€53.49
Shipment within 7-9 days
Content
- Intro
- Introduction
- Knowledge Integration Task
- Task Definition
- Integration Task Common-Sense Requirements
- Integration Strategy
- Reflection of Agent's Cognitive State
- Integration Procedure
- Integration Properties
- Computational Example
- Conclusions
- Introduction
- eHealth Systems: State of the Art
- Architecture of the eHealth Systems
- Proposed Architecture: Benefits Achieved
- System Analysis in Healthcare and Wellness: Case Study
- Summary
- Introduction
- Related Works
- Methodologies
- Local Neighbor Enrichment Phase
- Matching Phase
- Experiments
- Data Sets
- Evaluation Method
- Evaluation Result
- Conclusions
- Introduction
- Background and Related Work
- Charging Scheduler Design
- System Model
- Task Model
- Initial Population Selection
- Genetic Operations
- Performance Measurement
- Conclusions
- Introduction
- The Domain
- Notations
- The Penalty Avoiding Rational Policy Making Algorithm
- Improved PARP
- Keepaway Task
- Basic Setting
- State Variables
- Actions
- The Soccer Robot System
- Soccer Robot
- Host System
- Position and Orientation
- Real World Experimentation
- Setting
- Reward and Penalty
- Results
- Discussion
- Conclusion
- Introduction
- DRFLogitBoost: A Double Randomized Decision Forest Incorporated with LogitBoosted Decision Stumps
- Real LogitBoosting (Real LogitBoost)
- Problem Setup and Discussion of the Experimental Results
- Problem 1: Credit Score Classification
- Problem 2: Short Term Extreme Rainfall Forecast Problem
- Conclusion
- Introduction
- Related Work
- Structured Output Learning Using AdaBoostSeq Algorithm
- Ordering Heuristics for AdaBoostSeq Algorithm
- Experiments and Results
- Conclusions
- Preliminaries
- Testing Rational -Codes
- A Language Algorithm
- An Algorithm Basing on Monoids
- A Graph Algorithm
- A Quadratic Algorithm for Testing of -Codes
- Introduction
- Problem Statement
- Functional Magnetic Resonance Imaging (fMRI)
- Related Works
- Dataset and Data Collection Procedure
- Procedure
- Our Approach
- Dimensionality Reduction/Feature Selection
- Classification
- Experimental Results
- Comparison between Mitchell et al.'s Approach vs. Our Approach
- Effect of Number of Active Voxels on Accuracy of the Classifier
- Cross-subjects Classification Results
- Conclusion
- Introduction
- Background
- Discriminative Motif Discovery
- DMOPS Motif Finding
- Semi-Supervised Discriminative Motif Finding
- Our Framework
- DMOPS Motif Finding Algorithm
- Motif Matching and Label Assigning Algorithm
- Application to Study NS5A Region of HepatitisC Virus and Resistance to IFN/RBV Therapy
- Data
- Experiment
- Conclusion
- Introduction
- Decision Problem Statement
- The Recognition Algorithm
- Zero-One Loss Function
- Node-Dependent Fuzzy Loss Function
- Cost Model
- Cost for Two-Stage Binary Classifier
- Illustrative Example
- Conclusion
- Introduction
- Method
- Neighborhood Selection
- K-nn Modification
- Eigenvalues from LLE and Isomap
- Experiment
- Datasets
- Parameters
- Result
- Conclusion
