Knowledge-Based Intelligent Information and Engineering Systems 12th International Conference, KES 2008, Zagreb, Croatia, September 3-5, 2008 : Proceedings, Part I

• Main Authors: Carbonell, Jaime G, Siekmann, Jörg, Lovrek, Ignac
• Format: eBook
• Language: English
• Published: Berlin/Heidelberg Springer Berlin / Heidelberg 2008
• Edition: 1
• Subjects: Artificial intelligence; Artificial intelligence-Congresses; Automatic control; Congresses; Electronic apparatus and appliances; Expert systems (Computer science)

Table of Contents:

• Introduction -- The Semantic Web -- Related Work -- User Personalization -- Ontology Modeling -- User Profiles -- Proof-of-Concept Implementation -- Conclusion and Future Work -- References -- Performance Evaluation of a Mobile Agent Network Using Network Calculus -- Introduction -- The Mobile Agent Network -- Performance Analysis and Network Calculus -- Case Study -- Conclusion -- References -- Using Generalized Learning Automata for State Space Aggregation in MAS -- Introduction -- Background -- Multi-agent MDPs -- Factored Representations -- Learning Automata -- Generalized Learning Automata -- GLA for State Space Aggregation -- Experimental Results -- Agents Using a Single GLA -- Agents Using Multiple GLA -- GLA vs. LA -- Discussion and Future Work -- References -- Recommendation of Multimedia Objects Based on Similarity of Ontologies -- Introduction -- Recommendation of Multimedia Objects Based on Similarity of Ontologies -- Individual Ontologies -- Ontology Similarity Measure -- Ontology Similarity Assessment -- Recommendation Process -- Discussion -- Conclusions and Future Work -- References -- Toward Emotional E-Commerce: The Customer Agent -- Emotions and Customer Satisfaction -- The Circumplex Model of Emotions -- The Customer Agent -- Quantitative Inference -- Qualitative Inference -- The Selection Inference -- Prototype -- Conclusions -- References -- A Method for Integration of WordNet-Based Ontologies Using Distance Measures -- Introduction -- Definitions -- Basic Notions -- Similarity -- Problem -- Ontology Conflict and Integration -- Conflicts on Instance Level -- Conflicts on Concept Level -- DistanceMeasures -- WorkNet-Base Similarity between Two Words -- Similarity between Two Properties -- Similarity between Two Concepts -- An Algorithm for Ontology Integration -- Experiments -- Conclusions -- References
• A Metric to Discriminate the Selection of Algorithms for the General ATSP Problem -- Introduction -- Hypothesis of the Investigation -- Genetic Distance Metric for Algorithm Selection for the General ATSP -- Experimentation -- Conclusions -- References -- Classification Method Utilizing Reliably Labeled Data -- Introduction -- Methodology -- Credits on Non-expert Data -- Credit-Sensitive Learning -- Experiments -- Datasets -- Distribution of Credits -- Accuracy -- Discussion -- Conclusion -- References -- A Manifolded AdaBoost for Face Recognition -- Introduction -- Manifolded AdaBoost -- Empirical Studies -- Datasets and Experimental Design -- Results of Manifolded AdaBoost -- Analysis of the Results -- Conclusions -- References -- On Lipschitz Embeddings of Graphs -- Introduction -- Graphs and Graph Edit Distance -- Lipschitz Embeddings of Graphs -- Definition and Basic Properties -- Defining the Subsets -- Experimental Evaluation -- Experimental Set Up -- Results and Discussion -- Conclusions -- References -- An Experiment on Human Face Recognition Performance for Access Control -- Introduction -- Participants -- Materials -- Procedure -- Results -- Discussion -- References -- A First Step towards Argument Mining and Its Use in Arguing Agents and ITS -- Introduction -- Relational Argument DataBase -- Building Relational Argument DataBases -- Some Techniques for Argument Mining -- Mining Arguments by Querying RADB: An Example -- Related Work -- Concluding Remarks and Future Work -- References -- Optimizing Service Distributions Using a Genetic Algorithm -- Introduction -- Optimizing Distribution Strategies -- The Mobile Agent Network Simulator -- Current Issues -- Designing the Genetic Algorithm -- Result Verification -- Conclusion and Future Work -- References -- Agent-Based User Personalization Using Context-Aware Semantic Reasoning
• The Multiagent System for Channel Selection and Topology Control on 802.11 Based Mesh Networks -- Introduction -- Basic Terms and Concepts -- Non TPC Based Topological Control -- Simulation Model -- Path Length Problem -- Preliminary Algorithm for Path Length Reduction -- Enhanced Topology Control -- Motivation for Using NetLogo -- Initialisation Algorithm -- New Path Reduction Algorithm -- Results and Discussion -- Conclusions -- References -- EasyLife: A Location-Aware Service Oriented Mobile Information System -- Introduction -- Related Research -- Architecture -- EasyLife Client -- AgentProxy_app -- AgentServices -- Implementation -- EasyLife Prototype -- Future Work -- Conclusion -- References -- A New Concept of Trust Modeling and Management in Complex Networks -- Introduction -- Modeling Trust in Information Systems -- Subjective Logic -- Trust Modeling in Complex Networks -- Trust Evaluation Algorithm -- Conclusions -- References -- Extending Intelligent Tutoring Systems to Mobile Devices -- Introduction -- Overview of the xTEx-Sys System -- Extending xTEx-Sys to Mobile Devices -- Personal Agent -- Pedagogical Agent -- Device Agent -- Network Agent -- Other Agents -- Conclusion and Future Work -- References -- Integration of Knowledge in Disjunctive Structure on Semantic Level -- Introduction -- Basic Notions -- Distance Functions between Disjunctions -- Outline of Conflict and Consensus Technique -- Postulates for Knowledge Integration -- Analysis of Postulates and Integration Algorithm -- Conclusions -- References -- Three Parameters Refinement for Distributed 3D-Image Rendering -- Introduction -- Modification of Thread Priority -- Multiple Tasks on Single Machine -- Dynamic Change the Bucket Size -- Conclusion -- References -- CBR to Explain Medical Model Exceptions -- Introduction
• Evaluation of the Proposed Algorithm -- Validation of the Proposed Initialization Process -- Conclusions -- References -- Accelerated Gradient Learning Algorithm for Neural Network Weights Update -- Introduction -- Gradient Methods -- Square Approximation Gradient Method -- Parallel Decomposition -- Experimental Verification -- Conclusion -- References -- Neural Model-Based Segmentation of Image Motion -- Introduction -- Image Sequence Modeling -- Modeling the Background -- Modeling the Foreground -- Experimental Results -- Conclusions -- References -- Classification on Soft Labels Is Robust against Label Noise -- Introduction -- Previous Works -- Modelling Label Noise -- Experimental Setup -- Results -- Summary -- References -- Prediction of the Collapse Index by a Mamdani Fuzzy Inference System -- Introduction -- Collapse Mechanism and Data Structure -- Fuzzy Inference System -- Results and Discussion -- References -- A Cross-Entropy Based Population Learning Algorithm for Discrete-Continuous Scheduling with Continuous Resource Discretisation -- Introduction -- Problem Formulation -- Population Learning Algorithm -- A Cross-Entropy Algorithm -- Computational Experiments -- Conclusion -- References -- Improving the Responsiveness of NSGA-II in Dynamic Environments Using an Adaptive Mutation Operator - A Case Study -- Introduction -- A Direct Load Control Problem -- Adaptive Mutation Operator -- The Case Study -- Results -- Conclusions -- References -- Structural Analysis of Promoter Sequences Using Grammar Inference and Support Vector Machine -- Introduction -- Introduction into L-Systems -- Classification Using Support Vector Machine -- Problem of Grammar Inference -- Case Study: Derivation of L-Grammar Rules for Promoters -- Evaluation and Conclusions -- References
• Incremental Development of an Explanation Model for Exceptional Dialyse Patients
• Title Page -- Preface -- Organisation -- Table of Contents -- Assisting Human Decision Making with Intelligent Technologies -- Introduction -- Models of Decision Making -- Intelligence in Decision Support Systems -- An Example -- Design and Evaluation of Intelligent Decision Support Systems -- Future Trends -- References -- Driven by Compression Progress -- References -- Evolvable Hardware Architectures and Their Role in Fault Tolerant Computational Systems -- Legal Issues for Military Intelligent Decision-Making Technologies -- New Topics from Recent Interactive Evolutionary Computation Researches -- Virtual Humans: From Researcher's Fascination to Mass-Market Technology -- How Many Clusters Are There? - An Essay on the Basic Notions of Clustering -- An Intelligent Traffic Light Control Based on Extension Neural Network -- Introduction -- Extension Neural Network -- Learning Algorithm of the ENN -- Operation Process of ENN -- The Proposed Traffic Light Control Method -- Experimental Results -- Conclusions -- References -- Design of an Auto-associative Neural Network by Using Design of Experiments Approach -- Introduction -- Data Driven Fault Detection -- Nonlinear Principle Components Analysis -- Design of Experiments -- Application to a Laboratory Model -- AANN Design by Using Taguchi DoE -- Conclusion -- References -- A New Implementation for High Speed Normalized Neural Networks in Frequency Space -- Introduction -- Theory of Fast Neural Networks Based on Cross Correlation in the Frequency Domain for Pattern Detection -- Subimage Normalization in the Frequency Space -- Conclusion -- References -- A New SOM Initialization Algorithm for Nonvectorial Data -- Introduction -- SOM Learning Algorithms for Nonvectorial Data -- The Initialization Algorithm for Median SOM -- Experimental Results -- Quality Criteria
• Intro -- Title Page -- Preface -- Organisation -- Table of Contents -- Assisting Human Decision Making with Intelligent Technologies -- Introduction -- Models of Decision Making -- Intelligence in Decision Support Systems -- An Example -- Design and Evaluation of Intelligent Decision Support Systems -- Future Trends -- References -- Driven by Compression Progress -- References -- Evolvable Hardware Architectures and Their Role in Fault Tolerant Computational Systems -- Legal Issues for Military Intelligent Decision-Making Technologies -- New Topics from Recent Interactive Evolutionary Computation Researches -- Virtual Humans: From Researcher's Fascination to Mass-Market Technology -- How Many Clusters Are There? - An Essay on the Basic Notions of Clustering -- An Intelligent Traffic Light Control Based on Extension Neural Network -- Introduction -- Extension Neural Network -- Learning Algorithm of the ENN -- Operation Process of ENN -- The Proposed Traffic Light Control Method -- Experimental Results -- Conclusions -- References -- Design of an Auto-associative Neural Network by Using Design of Experiments Approach -- Introduction -- Data Driven Fault Detection -- Nonlinear Principle Components Analysis -- Design of Experiments -- Application to a Laboratory Model -- AANN Design by Using Taguchi DoE -- Conclusion -- References -- A New Implementation for High Speed Normalized Neural Networks in Frequency Space -- Introduction -- Theory of Fast Neural Networks Based on Cross Correlation in the Frequency Domain for Pattern Detection -- Subimage Normalization in the Frequency Space -- Conclusion -- References -- A New SOM Initialization Algorithm for Nonvectorial Data -- Introduction -- SOM Learning Algorithms for Nonvectorial Data -- The Initialization Algorithm for Median SOM -- Experimental Results -- Quality Criteria