Artificial Intelligence in Theory and Practice IV
4th IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2015, Held as Part of WCC 2015, Daejeon, South Korea, October 4-7, 2015, Proceedings
Published on 2. October 2015
X, 148 pages
978-3-319-25261-2 (ISBN)
Description
This book constitutes the refereed proceedings of the 4th IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2015, Held as Part of WCC 2015, in Daejeon, South Korea, in October 2015. The 13 full papers presented were carefully reviewed and selected from 36 submissions. The papers are organized in topical sections on artificial intelligence techniques in biomedicine, artificial intelligence for knowledge management, computational intelligence and algorithms, and intelligent decision support systems.
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Tharam Dillon
Artificial Intelligence in Theory and Practice IV
4th IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2015, Held as Part of WCC 2015, Daejeon, South Korea, October 4-7, 2015, Proceedings
Book
10/2015
Springer
€106.99
Shipment within 10-15 days
Content
- Intro
- Preface
- Organization
- Contents
- Artificial Intelligence Techniques in Bio Medicine
- Efficacy of the Fuzzy Polynucleotide Space in Phylogenetic Tree Construction
- Introduction
- 2 Methods
- 3 Results
- 4 Discussion
- 5 Concluding Remarks
- References
- An Overview of Semantically-Based TCM Telemedicine Systems
- 1 Introduction
- 2 TCM and Telemedicine
- 3 Explicit and Implicit Semantics
- 4 Ontology-Based TCM Telemedicine System - Major Aspects
- 5 Conclusion
- References
- Teenagers' Stress Detection Based on Time-Sensitive Micro-blog Comment/Response Actions
- 1 Introduction
- 2 Related Work
- 3 Stress Detection with Time-Sensitive Comment/Response Acts
- 3.1 Modified Content Features
- 3.2 Time-Sensitive Comment/Response Features
- 4 Experimental Study
- 4.1 Setup
- 4.2 General Performance of Comment/Response Acts
- 4.3 Investigation of Time Sensitivity
- 4.4 Impact of Comment/Response Acts
- 5 Conclusion
- References
- Artificial Intelligence for Knowledge Management
- A Novel Approach for Resolving Knowledge Inconsistency on Ontology Syntactic Level
- 1 Introduction
- 2 Problems of Determining Consensus for a Conflict Profile of Conjunctions
- 3 Consensus Functions and Postulates for Consensus
- 4 Proposed Algorithm for Determining Consensus
- 4.1 Algorithm
- 4.2 Example
- 5 Conclusion
- References
- Dynamic Data Mart for Business Intelligence
- 1 Introduction
- 2 Key Issues
- 3 Existing Corporate Data Warehouse Implementation Architectures
- 4 Existing Data Warehouse Development Approaches
- 5 New Dynamic Data Mart Implementation Framework
- 5.1 The Dynamic Data Mart Implementation Architecture
- 5.2 The Underlining Principles of the Dynamism
- 5.3 User Behaviour Mining, Log Mining and Usage Mining
- 6 Dynamic Data Mart Implementation
- 6.1 Staging
- 6.2 ELT: Extract, Load, and Transform for Dynamic DM
- 6.3 The Dimension Tables and Fact Tables
- 6.4 The Data Model to Represent Fact and Dimension
- 6.5 Dynamic Create and Drop Views and Data
- 7 Application of Dynamic Data Mart
- 7.1 View Design and User Operation
- 8 Conclusion
- References
- ANOVA Based Approch for Efficient Customer Recognition: Dealing with Common Names
- 1 Introduction
- 2 Common Names
- 3 ANOVA Based Approch for Efficient Customer Recognition
- 4 Conclusion
- References
- Wholesale Power to Hydrogen: Adaptive Trading Approaches in a Smart Grid Ecosystem
- 1 Introduction
- 2 State of the Art
- 3 Methodology
- 3.1 Trading Model
- 4 Future Work
- 5 Conclusion
- References
- Computational Intelligence and Algorithms
- Computational Intelligence Approach to Capturing the Implied Volatility
- 1 Introduction
- 2 Option Pricing Models
- 2.1 GARCH Option Pricing Model (GOPM)
- 2.2 The Black-Scholes Option Pricing Model (BSOPM)
- 2.3 Artificial Neural Network (ANN)
- 3 Data
- 4 Performance Measure
- 5 Results
- 6 The Empirical Dynamics of the Volatility Smile
- 7 Conclusion
- References
- CCF-Based Awareness in Agent Model ABGP
- 1 Introduction
- 2 Agent Model ABGP
- 3 Coding and Combining Features Framework
- 3.1 Introduction of the Framework
- 3.2 Compact Coding
- 3.3 Learning Combined-Feature
- 4 Experimental Results
- 4.1 Compact Coding Evaluation
- 4.2 Feature Combining Evaluation
- 5 Conclusions
- References
- Evaluation of Recent Computational Approaches in Short-Term Traffic Forecasting
- 1 Introduction
- 2 Description of Used Computational Modeling Approaches
- 2.1 Neural Network
- 2.2 Generalized Additive Model (GAM)
- 2.3 Auto-Regressive Integrated Moving Average (ARIMA)
- 3 Experimental Design
- 4 Experiment Results and Discussion
- 5 Conclusion
- References
- Intelligent Decision Support Systems
- A Framework for Interestingness Measures for Association Rules with Discrete and Continuous Attributes Based on Statistical Validity
- 1 Introduction
- 2 Related Works
- 3 Proposed Method
- 3.1 Conceptual Framework
- 4 Experimental Results
- 4.1 Discrete and Continuous Attributes
- 4.2 Comparing Symmetrical Tau (ST) with Mutual Information (MI)
- 4.3 Unified Target Data and Rare Target Data Problems
- 4.4 Overall Framework Performance
- 5 Conclusions and Future Works
- References
- Rule-Based Multi-criteria Framework for SaaS Application Architecture Selection
- 1 Introduction
- 2 REST vs. SOAP
- 3 Motivation
- 4 Multi-criteria Decision Maker for Architecture Selection
- 4.1 Domain Requirements (DRs)
- 4.2 Architectural Characteristics (ACs)
- 4.3 Non-Functional Requirements (NFRs)
- 5 Working of Proposed Rule-Based DSS
- 5.1 Repository
- 5.2 Tools
- 5.3 Rule Base
- 5.4 Decision Maker
- 5.5 User Interface
- 6 Conclusion
- References
- Interleaving Collaborative Planning and Execution Along with Deliberation in Logistics and Supply Chain
- 1 Introduction
- 2 Related Work
- 3 Basic Action Theory
- 4 Conceptual Framework
- 5 Conclusion
- References
- Author Index
