Intelligent Information and Database Systems

Name: Intelligent Information and Database Systems | 4th Asian Conference, ACIIDS 2012, Kaohsiung, Taiwan, March 19-21, 2012, Proceedings, Part I
Brand: Springer
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4th Asian Conference, ACIIDS 2012, Kaohsiung, Taiwan, March 19-21, 2012, Proceedings, Part I

Jeng-Shyang Pan Shyi-Ming Chen Ngoc-Thanh Nguyen(Herausgeber*in)

Springer (Verlag)

Erschienen am 14. März 2012

XXXI, 503 Seiten

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978-3-642-28487-8 (ISBN)

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Inhalt

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

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