Keywords:
Intelligent agents (Computer software) -- Congresses.
;
Artificial intelligence -- Congresses.
;
Electronic books.
Type of Medium:
Online Resource
Pages:
1 online resource (745 pages)
Edition:
1st ed.
ISBN:
9783642256646
Series Statement:
Advances in Intelligent and Soft Computing Series ; v.122
URL:
https://ebookcentral.proquest.com/lib/geomar/detail.action?docID=885446
DDC:
006.3
Language:
English
Note:
Title Page -- Preface -- Organizing Committee -- Contents -- Invited Talks -- User-Centric Models of Temporal and Spatiotemporal Data: A Perspective of Granular Computing -- Intelligent Social Network Modeling -- What Is Your Software Worth? -- Personalized Recommender Systems for e-Government and e-Business Intelligence -- Part I: Artificial Intelligence -- Efficient Closed Iterative Patterns Mining Algorithm via Prime-Block Encoding -- Introduction -- Related Works -- Problems Statement -- Basic Definitions and Concepts -- Semantic of Iterative Patterns -- Apriori Property and Closed Pattern -- Pruning Strategies -- Algorithm -- Generation Frequent Pattern -- Judgment Closed Pattern -- Pruning Searching Place -- Description of Algorithm -- Experimental Evaluations -- Conclusions -- References -- Pool-Based Active Learning with Query Construction -- Introduction -- Pool-Based Active Learning -- Pool-Based Active Learning with Query Construction -- Select Representative Data from Pool -- Construct Representative Data of Original Pool -- Algorithm Design -- Experiment -- Experiment Setting and Data Sets -- Experimental Results -- Conclusions -- References -- The Research of Soft Measurement Method Based on Sintering Process Permeability Index -- Introduction -- The Soft Measurement Based on Neural Network Modeling -- Soft Sensor Modeling Based on Fuzzy Reasoning -- A Soft Sensor Modeling Based on Fuzzy Neural Network -- Three Soft Measurement Method Comparison -- References -- A Neighborhood Preserving Based Semi-supervised Dimensionality Reduction Method for Cancer Classification -- Introduction -- Related Work -- Locally Linear Embedding -- NPSSDR -- Experimental Results -- Results on Different Target Dimensionalities -- Results on Different Number of Constraints -- Conclusions and Future Work -- References.
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A Layered Model of Artificial Emotion Merging with Attitude -- Introduction -- Construction of AME Model -- Construction of Attitude Layer -- Construction of Mood Layer -- Construction of Emotion Layer -- Reciprocity of Layers -- Experiments and Analysis -- Introduction of Experiment Platform -- Experiment Design -- Experiment Results and Analysis -- Conclusions -- References -- Fast Extraction Strategy of Support Vector Machines -- Introduction -- Support Vector Machine -- The Selection of Support Vectors -- Cluster Center Identification -- Divide Samples into Groups -- Select Candidate Support Vectors by Nearest Neighbor Strategy -- Numerical Experiment and Key Result -- Conclusions and Future Work -- References -- A Local Feature Selection Approach for Clustering -- Motivation and Preliminary -- Survey of Clustering and Feature Selection Approaches -- Clustering Algorithms for Unsupervised Learning -- Wrapper Approaches for Feature Selection -- Proposed Local Feature Selection in Unsupervised Learning -- FMM with Local Feature Saliency -- Local Feature Saliency Estimation by EM Algorithm -- Proposed Approach for Redundant Feature Removal -- Experimental Results -- Summary -- References -- Semantics-Preserving Fusion of Structures of Probabilistic Graphical Models -- Introduction -- Preliminary -- Fusing DAGs of BNs -- Fusing Equivalent Common Subgraphs -- Fusing Inequivalent Common Subgraphs -- Fusing DAGs of BNs -- Conclusions and Future Work -- References -- A Hybrid Genetic Algorithm for Scheduling and Selecting a Project Portfolio -- Introduction -- Problem Definition -- Problem Statement -- Proposed Model -- Genetic Algorithm -- Direct Representation -- Initialization and Sorting -- Genetic Operators -- Computational Results -- Generating Problem Instances -- Parameters' Design -- Performance Evaluation of Proposed GA -- Conclusion.
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References -- Tibetan Processing Key Technology Research for Smart Mobile Phone Based on Symbian -- Introduction -- Symbian and Its Input/Output Technology -- Symbian -- Symbian Input Interface -- Implementation of Symbian Tibetan Input/Output -- Implementation Principle -- Input State Transition Diagram Is Shown in Figure 2 -- Coding Scheme -- Keyboard Layout -- Font -- Instance of Input Method Application -- Conclusion -- References -- PCNN Automatic Parameters Determination in Image Segmentation Based on the Analysis of Neuron Firing Time -- Introduction -- Characteristics Analysis of the PCNN Model -- The PCNN Mathematical Model -- Analysis of the Neuron Firing Mechanism -- Parameter Determination of the PCNN -- Experimental Simulation and Analysis -- Conclusions -- References -- Messy Genetic Algorithm for the Optimum Solution Search of the HTN Planning -- Introduction -- Related Works -- Problem Formation and the Basic Model -- MGA For Optimum Solution Search of HTN -- Simulation Experiments -- Conclusions -- References -- Research on Rule-Based Reasoning Methods Oriented on Information Resource Ontology -- Introduction -- Background and Description of the Problem -- Reasoning Algorithms in the Semantic Search -- Initial Query of the Ontology and Ontology Smallest Connected Subgraph Generation -- The Establishment of Rules -- Rule-Based Reasoning -- Application of Rule-Based Reasoning in a Retrieval System -- Time Complexity Analysis -- Experimental Results -- Conclusion -- References -- Generating Descriptions of Incomplete City-Traffic States with Agents -- Introduction -- Current Approaches and Application Scenario -- Application Scenario -- Local Summaries -- Grounding of Modal Statements -- Relation of Epistemic Satisfaction -- Example -- Aggregation -- Summary -- References.
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Target Factor Algorithm of PSC Ship-Selecting System Based on Rough Set Theory and Hierarchic Analysis -- Introduction -- Data Reduction Based on Rough Set Theory and Hierarchic Analysis -- The Application of Data Reduction Based on Rough Set Theory and Hierarchic Analysis in PSC Ship-Selecting System -- Conclusion -- References -- Route Planning Based on Combination of Artificial Immune Algorithm and Ant Colony Algorithm -- Introduction -- Problem of Route Planning -- Generate the Best Group of Routes by AIA -- Artificial Immune Al gorithm and Related Concepts -- Generate the Best Group of Routes by AIA -- Ant Colony Algorithm -- Experiment and Discuss -- Parameter and Experimental Result -- Discuss -- Conclusion -- References -- Hyperspectral Image Classification Using Support Vector Machines with an Efficient Principal Component Analysis Scheme -- Introduction -- Hyperspectral Image Classification and Mapping -- Principal Component Analysis -- Support Vector Machine -- An Efficient PCA Scheme -- A Numerical Example on an EO-1 Hyperion Image -- Concluding Remarks -- References -- A Practicable Heuristic Attributes Reduction Algorithm for Ordered Information Systems -- Introduction -- Fundamental Theories -- Information Granularity and Attribute Importance -- An Attribute Reduction Algorithm -- Experiments -- Analysis of Experiment -- Conclusions -- References -- An Improved Abrams-Strogatz Model Based Protocol for Agent Competition and Strategy Designing -- Introduction -- The Abrams Strogatz Model -- The Posteriori Status Evaluation Strategy Designing Protocol -- Experiment Results -- Conclusions and Further Work -- References -- α-Quasi-Lock Semantic Resolution Method for Linguistic Truth-Valued Lattice-Valued Propositional Logic LV(n×2)P(X) -- Introduction -- Preliminaries -- Lattice Implication Algebra.
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Lattice-Valued Propositional Logic LP(X) -- α-Quasi-Lock Semantic Resolution Method in LV(n×2)P(X) -- (ci, t)-Quasi-Lock Semantic Resolution Method in LV(n×2)P(X) -- (ci, f )-Quasi-Lock Semantic Resolution Method in LV(n×2)P(X) -- Conclusion -- References -- A Real-Time Software GPS Receiver Based on MAX2769 -- Introduction -- GPS Signal -- RF Front End Architecture -- Signal Acquisition -- Tracking Refines Alignment -- Positioning Decoding -- Conclusion -- References -- Duality in Lattice Implication Algebra -- Introduction -- Preliminaries -- Principle of Duality in LIA -- Dual Operators in LIA -- Principle of Duality in LIA -- Application of Principle of Duality in LIA -- Enriching Concepts -- Enriching Theorems -- Conclusion -- References -- Kernel Construction via Generalized Eigenvector Decomposition -- Introduction -- Notations and Preliminaries -- Kernel Construction -- Experimental Results and Analysis -- Conclusion -- References -- Probabilistic Model Combination for Support Vector Machine Using Positive-Definite Kernel-Based Regularization Path -- Introduction -- Preliminaries -- PDSVMP Algorithm -- Model Combination for Support Vector Machine -- Initial Model Set -- Combination of Support Vector Machine Probabilistic Models -- Experiments -- Conclusions and Further Research -- References -- The Relationship of Filters in Lattice Implication Algebra -- Introduction -- Preliminaries -- The Relationship of Filters in Lattice Implication Algebra -- Filter Lattice -- References -- Effects of Vision Field on Evolution of Cooperation among Mobile Agents -- Introduction -- The Model -- Results and Discussion -- Conclusion -- References -- Deviating from Common Context in Individual Semiosis in Multi-Agent Systems -- Introduction -- Individual Semiosis and the Naming Game -- Model -- Learner Agent and Teacher Agent -- Simulation.
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Analysis and Discussion.