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Advanced Intelligent Computing Theories and Applications

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This volume, in conjunction with the two volumes CICS 0002 and LNCS 4681, constitutes the refereed proceedings of the Third Inter... Weiterlesen
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This volume, in conjunction with the two volumes CICS 0002 and LNCS 4681, constitutes the refereed proceedings of the Third International Conference on Intelligent Computing held in Qingdao, China, in August 2007. The 139 full papers published here were carefully reviewed and selected from among 2,875 submissions. These papers offer important findings and insights into the field of intelligent computing.


Neural Networks.- A New Watermarking Approach Based on Neural Network in Wavelet Domain.- Analysis of Global Convergence and Learning Parameters of the Back-Propagation Algorithm for Quadratic Functions.- Application Server Aging Prediction Model Based on Wavelet Network with Adaptive Particle Swarm Optimization Algorithm.- Edge Detection Based on Spiking Neural Network Model.- Gait Parameters Optimization and Real-Time Trajectory Planning for Humanoid Robots.- Global Asymptotic Stability of Cohen-Grossberg Neural Networks with Multiple Discrete Delays.- Global Exponential Stability of Cohen-Grossberg Neural Networks with Reaction-Diffusion and Dirichlet Boundary Conditions.- Global Exponential Stability of Fuzzy Cohen-Grossberg Neural Networks with Variable Delays and Distributed Delays.- Global Exponential Synchronization of a Class of Chaotic Neural Networks with Time-Varying Delays.- Grinding Wheel Topography Modeling with Application of an Elastic Neural Network.- Hybrid Control of Hopf Bifurcation for an Internet Congestion Model.- MATLAB Simulation of Gradient-Based Neural Network for Online Matrix Inversion.- Mean Square Exponential Stability of Uncertain Stochastic Hopfield Neural Networks with Interval Time-Varying Delays.- New Stochastic Stability Criteria for Uncertain Neural Networks with Discrete and Distributed Delays.- Novel Forecasting Method Based on Grey Theory and Neural Network.- One-Dimensional Analysis of Exponential Convergence Condition for Dual Neural Network.- Stability of Stochastic Neutral Cellular Neural Networks.- Synchronization of Neural Networks by Decentralized Linear-Feedback Control.- Synchronous Pipeline Circuit Design for an Adaptive Neuro-fuzzy Network.- The Projection Neural Network for Solving Convex Nonlinear Programming.- Usage of Hybrid Neural Network Model MLP-ART for Navigation of Mobile Robot.- Using a Wiener-Type Recurrent Neural Network with the Minimum Description Length Principle for Dynamic System Identification.- Independent Component Analysis and Blind Source Separation.- A Parallel Independent Component Implement Based on Learning Updating with Forms of Matrix Transformations.- Application Study on Monitoring a Large Power Plant Operation.- Default-Mode Network Activity Identified by Group Independent Component Analysis.- Mutual Information Based Approach for Nonnegative Independent Component Analysis.- Combinatorial and Numerical Optimization.- Modeling of Microhardness Profile in Nitriding Processes Using Artificial Neural Network.- A Similarity-Based Approach to Ranking Multicriteria Alternatives.- Algorithms for the Well-Drilling Layout Problem.- Application of Dynamic Programming to Solving K Postmen Chinese Postmen Problem.- Choices of Interacting Positions on Multiple Team Assembly.- Genetic Local Search for Optimum Multiuser Detection Problem in DS-CDMA Systems.- Motion Retrieval with Temporal-Spatial Features Based on Ensemble Learning.- The Study of Pavement Performance Index Forecasting Via Improving Grey Model.- Neural Computing and Optimization.- An Adaptive Recursive Least Square Algorithm for Feed Forward Neural Network and Its Application.- BOLD Dynamic Model of Functional MRI.- Partial Eigenanalysis for Power System Stability Study by Connection Network.- Knowledge Discovery and Data Mining.- A Knowledge Navigation Method for the Domain of Customers' Services of Mobile Communication Corporations in China.- A Method for Building Concept Lattice Based on Matrix Operation.- A New Method of Causal Association Rule Mining Based on Language Field.- A Particle Swarm Optimization Method for Spatial Clustering with Obstacles Constraints.- A PSO-Based Classification Rule Mining Algorithm.- A Similarity Measure for Collaborative Filtering with Implicit Feedback.- An Adaptive k-Nearest Neighbors Clustering Algorithm for Complex Distribution Dataset.- Defining a Set of Features Using Histogram Analysis for Content Based Image Retrieval.- Determine the Kernel Parameter of KFDA Using a Minimum Search Algorithm.- Hidden Markov Models with Multiple Observers.- K-Distributions: A New Algorithm for Clustering Categorical Data.- Key Point Based Data Analysis Technique.- Mining Customer Change Model Based on Swarm Intelligence.- New Classification Method Based on Support-Significant Association Rules Algorithm.- Scaling Up the Accuracy of Bayesian Network Classifiers by M-Estimate.- Similarity Computation of Fuzzy Membership Function Pairs with Similarity Measure.- Spatial Selectivity Estimation Using Cumulative Density Wavelet Histogram.- Artificial Life and Artificial Immune Systems.- Image Segmentation Based on Chaos Immune Clone Selection Algorithm.- Ensemble Methods.- Research a Novel Integrated and Dynamic Multi-object Trade-Off Mechanism in Software Project.- Manifold Learning Theory.- A Swarm-Based Learning Method Inspired by Social Insects.- Evolutionary Computing and Genetic Algorithms.- A Genetic Algorithm for Shortest Path Motion Problem in Three Dimensions.- A Hybrid Electromagnetism-Like Algorithm for Single Machine Scheduling Problem.- A Self-adaptive Evolutionary Algorithm for Multi-objective Optimization.- An Adaptive Immune Genetic Algorithm for Edge Detection.- An Improved Nested Partitions Algorithm Based on Simulated Annealing in Complex Decision Problem Optimization.- DE and NLP Based QPLS Algorithm.- Fuzzy Genetic Algorithm Based on Principal Operation and Inequity Degree.- Immunity-Based Adaptive Genetic Algorithm for Multi-robot Cooperative Exploration.- Improved Genetic Algorithms to Fuzzy Bimatrix Game.- K 1 Composite Genetic Algorithm and Its Properties.- Parameter Tuning for Buck Converters Using Genetic Algorithms.- Research a New Dynamic Clustering Algorithm Based on Genetic Immunity Mechanism.- Fuzzy Systems and Soft Computing.- Applying Hybrid Neural Fuzzy System to Embedded System Hardware/Software Partitioning.- Design of Manufacturing Cells for Uncertain Production Requirements with Presence of Routing Flexibility.- Developing a Negotiation Mechanism for Agent-Based Scheduling Via Fuzzy Constraints.- Lyapunov Stability of Fuzzy Discrete Event Systems.- Managing Target Cash Balance in Construction Firms Using Novel Fuzzy Regression Approach.- Medical Diagnosis System of Breast Cancer Using FCM Based Parallel Neural Networks.- Optimal Sizing of Energy Storage System in Solar Energy Electric Vehicle Using Genetic Algorithm and Neural Network.- Research on Error Compensation for Oil Drilling Angle Based on ANFIS.- Rough Set Theory of Shape Perception.- Stability Analysis for Floating Structures Using T-S Fuzzy Control.- Uncertainty Measures of Roughness of Knowledge and Rough Sets in Ordered Information Systems.- Particle Swarm Optimization and Niche Technology.- Particle Swarm Optimization with Dynamic Step Length.- Stability Analysis of Particle Swarm Optimization.- Swarm Intelligence and Optimization.- A Novel Discrete Particle Swarm Optimization Based on Estimation of Distribution.- An Improved Particle Swarm Optimization for Traveling Salesman Problem.- An Improved Swarm Intelligence Algorithm for Solving TSP Problem.- MAS Equipped with Ant Colony Applied into Dynamic Job Shop Scheduling.- Optimizing the Selection of Partners in Collaborative Operation Networks.- Quantum-Behaved Particle Swarm Optimization with Generalized Local Search Operator for Global Optimization.- Kernel Methods and Support Vector Machines.- Kernel Difference-Weighted k-Nearest Neighbors Classification.- Novel Design of Decision-Tree-Based Support Vector Machines Multi-class Classifier.- Tuning Kernel Parameters with Different Gabor Features for Face Recognition.- Two Multi-class Lagrangian Support Vector Machine Algorithms.- Fine Feature Extraction Methods.- Research on On-Line Modeling of Fed-Batch Fermentation Process Based on v-SVR.- Kernel Generalized Foley-Sammon Transform with Cluster-Weighted.- Supervised Information Feature Compression Algorithm Based on Divergence Criterion.- The New Graphical Features of Star Plot for K Nearest Neighbor Classifier.- Intelligent Fault Diagnosis.- A Mixed Algorithm of PCA and LDA for Fault Diagnosis of Induction Motor.- A Test Theory of the Model-Based Diagnosis.- Bearing Diagnosis Using Time-Domain Features and Decision Tree.- CMAC Neural Network Application on Lead-Acid Batteries Residual Capacity Estimation.- Diagnosing a System with Value-Based Reasoning.- Modeling Dependability of Dynamic Computing Systems.- Particle Swarm Trained Neural Network for Fault Diagnosis of Transformers by Acoustic Emission.- Prediction of Chatter in Machining Process Based on Hybrid SOM-DHMM Architecture.- Research of the Fault Diagnosis Method for the Thruster of AUV Based on Information Fusion.- Synthesized Fault Diagnosis Method Based on Fuzzy Logic and D-S Evidence Theory.- Test Scheduling for Core-Based SOCs Using Genetic Algorithm Based Heuristic Approach.- The Design of Finite State Machine for Asynchronous Replication Protocol.- Unbalanced Underground Distribution Systems Fault Detection and Section Estimation.- Fuzzy Control.- Stability Analysis and Synthesis of Robust Fuzzy Systems with State and Input Delays.- Intelligent Human-Computer Interactions for Multi-modal and Autonomous Environment.- Biometric User Authentication Based on 3D Face Recognition Under Ubiquitous Computing Environment.- Score Normalization Technique for Text-Prompted Speaker Verification with Chinese Digits.- Computational Systems Biology.- Identifying Modules in Complex Networks by a Graph-Theoretical Method and Its Application in Protein Interaction Networks.- Intelligent Robot Systems Based on Vision Technology.- Autonomous Kinematic Calibration of the Robot Manipulator with a Linear Laser-Vision Sensor.- Intelligent Computing for Motion Picture Processing.- Robust Human Face Detection for Moving Pictures Based on Cascade-Typed Hybrid Classifier.- Particle Swarm Optimization: Theories and Applications.- Multimodality Image Registration by Particle Swarm Optimization of Mutual Information.- Multiobjective Constriction Particle Swarm Optimization and Its Performance Evaluation.- Recent Advances of Intelligent Computing with Applications in the Multimedia Systems.- An Intelligent Fingerprint-Biometric Image Scrambling Scheme.- Reversible Data Hiding Based on Histogram.- Computational Intelligence in Chemoinformatics.- Evolutionary Ensemble for In Silico Prediction of Ames Test Mutagenicity.- Parallel Filter: A Visual Classifier Based on Parallel Coordinates and Multivariate Data Analysis.- Strategy Design and Optimization of Complex Engineering Problems.- Constrained Nonlinear State Estimation - A Differential Evolution Based Moving Horizon Approach.- Multi-agent Optimization Design for Multi-resource Job Shop Scheduling Problems.- Multi-units Unified Process Optimization Under Uncertainty Based on Differential Evolution with Hypothesis Test.- Traffic Optimization.- An Angle-Based Crossover Tabu Search for Vehicle Routing Problem.- Intelligent Mobile and Wireless Sensor Networks.- Saturation Throughput Analysis of IEEE 802.11e EDCA.- Intelligent Prediction and Time Series Analysis.- A Wavelet Neural Network Optimal Control Model for Traffic-Flow Prediction in Intelligent Transport Systems.- Conditional Density Estimation with HMM Based Support Vector Machines.- Estimating Selectivity for Current Query of Moving Objects Using Index-Based Histogram.- Forecasting Approach Using Hybrid Model ASVR/NGARCH with Quantum Minimization.- Forecasting of Market Clearing Price by Using GA Based Neural Network.- A Difference Scheme for the Camassa-Holm Equation.- Research on Design of a Planar Hybrid Actuator Based on a Hybrid Algorithm.- Network Traffic Prediction and Applications Based on Time Series Model.- On Approach of Intelligent Soft Computing for Variables Estimate of Process Control System.- ICA Based on KPCA and Hierarchical RBF Network for Face Recognition.- Intelligent Computing in Neuroinformatics.- Long-Range Temporal Correlations in the Spontaneous in vivo Activity of Interneuron in the Mouse Hippocampus.- Implementation and Performance Analysis of Noncoherent UWB Transceiver Under LOS Residential Channel Environment.- MemoPA: Intelligent Personal Assistant Agents with a Case Memory Mechanism.- Erratum.- Erratum to: Choices of Interacting Positions on Multiple Team Assembly.


Titel: Advanced Intelligent Computing Theories and Applications
Untertitel: Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007, Proceedings
EAN: 9783540742050
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Anzahl Seiten: 1377
Veröffentlichung: 31.07.2007
Dateigrösse: 54.3 MB

Weitere Bände aus der Buchreihe "Lecture Notes in Artificial Intelligence"