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Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence

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The International Conference on Intelligent Computing (ICIC) was formed to p- vide an annual forum dedicated to the emerging and c... Weiterlesen
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The International Conference on Intelligent Computing (ICIC) was formed to p- vide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring together researchers and practitioners from both academia and ind- try to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. ICIC 2008, held in Shanghai, China, September 1518, 2008, constituted the 4th International Conference on Intelligent Computing. It built upon the success of ICIC 2007, ICIC 2006 and ICIC 2005 held in Qingdao, Kunming and Hefei, China, 2007, 2006 and 2005, respectively. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was Emerging Intelligent Computing Technology and Applications. Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.


This book - in conjunction with the two volumes CCIS 0015 and LNCS 5226 - constitutes the refereed proceedings of the 4th International Conference on Intelligent Computing, ICIC 2008, held in Shanghai, China, in September 2008. The 136 revised full papers were carefully reviewed and selected from 2336 submissions. The papers address all current issues in the field of intelligent computing technology, including neural networks, evolutionary computing and genetic algorithms, fuzzy systems and soft computing, particle swarm optimization and niche technology, supervised and semi-supervised learning, unsupervised and reinforcement learning, fine feature extraction methods, combinatorial and numerical optimization, neural computing and optimization, case based reasoning and autonomy-oriented computing, as well as artificial life and artificial immune systems. The volume is rounded off by three special sessions on computational analysis and data mining in biological systems, on data mining and fusion in bioinformatics, and on intelligent pattern recognition and understanding in image processing.

Neural Networks.- A Miniature Robot System with Fuzzy Wavelet Basis Neural Network Controller.- A New Algorithm for Finding the Shortest Path Tree Using Competitive Pulse Coupled Neural Network.- Criteria for Exponential Stability of Cohen-Grossberg Neural Networks with Multiple Time-Varying Delays.- Detecting Unsuccessful Automated Negotiation Threads When Opponents Employ Hybrid Strategies.- Electromagnetism-Like Mechanism Based Algorithm for Neural Network Training.- Evolvable Neuro-fuzzy System for Artificial Creativity in Linguistics.- Extended Legendre Wavelets Neural Network.- Growing Algorithm of Laguerre Orthogonal Basis Neural Network with Weights Directly Determined.- MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Online Solution of Linear Time-Varying Matrix Equation AXB???C?=?0.- Motion Detection Using Spiking Neural Network Model.- On Determination of Early Warning Grade Based on AHP Analysis in Warranty Database.- Optimizing the Performance of Probabilistic Neural Networks Using PSO in the Task of Traffic Sign Recognition.- Product Schemes Evaluation Method Based on Improved BP Neural Network.- Study on Tool Wear Monitoring Based on Multi-source Information Fusion.- Synchronization and Parameter Identification for a Class of Chaotic Neural Networks with Time-Varying Delays Via Adaptive Control.- Evolutionary Computing and Genetic Algorithms.- A Discrete Binary Version of the Electromagnetism-Like Heuristic for Solving Traveling Salesman Problem.- A Frequent Pattern Mining Algorithm for Understanding Genetic Algorithms.- A Generalized Differential Evolution Combined with EDA for Multi-objective Optimization Problems.- A New Hybrid Ant Colony Optimization Algorithm for the Traveling Salesman Problem.- A Novel PSO-DE-Based Hybrid Algorithm for Global Optimization.- A Parallel Multi-algorithm Solver for Dynamic Multi-Objective TSP (DMO-TSP).- A Virtual Three-Dimension Cellular Automata Pseudorandom Number Generator Based on the Moore Neighborhood Method.- An Adaptive Genetic Algorithm for Solving Traveling Salesman Problem.- An Application of Support Vector Machines for Induction Motor Fault Diagnosis with Using Genetic Algorithm.- Ant Algorithm Applied in the Minimal Cost Maximum Flow Problem.- Computer Simulation and Word-Updating Dynamical Systems (WDS) on Digraphs.- Cooperative Dynamics in Spatially Structured Populations.- Emergent Motion Characteristics of a Modular Robot through Genetic Algorithm.- Evolutionary Optimization with Dynamic Fidelity Computational Models.- Grid Resource Aggregation Integrated P2P Mode.- Hybrid Scatter Search with Extremal Optimization for Solving the Capacitated Vehicle Routing Problem.- Implement Web Learning System Based on Genetic Algorithm and Pervasive Agent Ontology.- Large Population Size IGAs with Individuals' Fitness Not Assigned by User.- Missing Data Imputation in Time Series by Evolutionary Algorithms.- Rule-Based Analysis of Behaviour Learned by Evolutionary and Reinforcement Algorithms.- Self-Guided Genetic Algorithm.- Study on Discretization in Rough Set Via Modified Quantum Genetic Algorithm.- Fuzzy Systems and Soft Computing.- A Class of Random Fuzzy Programming and Its Hybrid PSO Algorithm.- A Fuzzy Logic Approach to Test Statistical Hypothesis on Means.- A Fuzzy Logic-Based Approach to Two-Dimensional Warranty System.- A Fuzzy Optimization Method for Multi-criteria Decision-Making Problem Based on the Inclusion Degrees of Intuitionistic Fuzzy Sets.- A GP Based Approach to the Classification of Multiclass Microarray Datasets.- A Novel Approach for Blind Channel Equalization.- A Risk-Sensitive Portfolio with Mean and Variance of Fuzzy Random Variables.- Attribute Reduction Based on the Fuzzy Information Filter Operators.- Classification of Image Data Using Gradient-Based Fuzzy C-Means with Mercer Kernel.- Design of T-S Fuzzy Model Based on PSODE Algorithm.- Equivalence Knowledge Mass and Approximate Reasoning in Logic (I).- Extended Fuzzy Knowledge Representation with Medium.- Five Perspectives on Case Based Reasoning.- Fixpoint Semantics and Completeness of the Computational Model for Fuzzy Linguistic Logic Programming.- Forest-RK: A New Random Forest Induction Method.- Fuzzy Linguistic Logic Programming.- Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification.- Intuitionistic Fuzzy Modules and Their Structures.- Optimization of Ni-MH Battery Fast Charging in Electric Vehicles Using Dynamic Data Mining and ANFIS.- Robust and Adaptive Fuzzy Feedback Linearization Regulator Design.- Three-Level Image Segmentation Based on Maximum Fuzzy Partition Entropy of 2-D Histogram and Quantum Genetic Algorithm.- Particle Swarm Optimization and Niche Technology.- A Hybrid Particle Swarm Optimization for Feed-Forward Neural Network Training.- A Modified Ant Colony Algorithm Used for Multi-robot Odor Source Localization.- A New Problem-Solving Method for Multi-agent Systems and Computer Networks: Solitary Wave Propagation.- A Novel Global Convergence Algorithm: Bee Collecting Pollen Algorithm.- An Enhanced Swarm Intelligence Clustering-Based RBF Neural Network Detection Classifier.- Application of the Particle Filter for Simple Gesture Recognition.- Cooperative Approaches to Bacterial Foraging Optimization.- Crossbar Composite Spring-Nets to Optimize Multi-Agent Systems and Computer Networks.- Formation Control of Multiple Robots Using Parametric and Implicit Representations.- Fuzzy SVM Training Based on the Improved Particle Swarm Optimization.- Handling Multiobjective Problems with a Novel Interactive Multi-Swarm PSO.- The Explicit Exploration Information Exchange Mechanism for Niche Technique.- The Research of Using Ant Colony Algorithm in Solving Sequencing Problem of Mixed Model Assembly Lines with Multi-objectives.- Supervised and Semi-supervised Learning.- A New Weighted Support Vector Machine for Regression and Its Parameters Optimization.- A Novel Spike Sorting Method Based on Semi-supervised Learning.- A One-Step Network Traffic Prediction.- A Two-Step Selective Region Ensemble for Facial Age Estimation.- A Unified String Kernel for Biology Sequence.- An Adaptively Constructing Multilayer Feedforward Neural Networks Using Hermite Polynomials.- Improved Learning Algorithms of SLFN for Approximating Periodic Function.- Some Progress of Supervised Learning.- Supervised Gravitational Clustering with Bipolar Fuzzification.- Unsupervised and Reinforcement Learning.- A Neuro-fuzzy Learning System for Adaptive Swarm Behaviors Dealing with Continuous State Space.- A Reinforcement Learning Automata Optimization Approach for Optimum Tuning of PID Controller in AVR System.- An Alternative to Center-Based Clustering Algorithm Via Statistical Learning Analysis.- Fine Feature Extraction Methods.- A Survey on Statistical Pattern Feature Extraction.- Nonlinear Innovation to Noisy Blind Source Separation Based on Gaussian Moments.- Removal of Artifacts in Electroencephalogram Using Adaptive Infomax Algorithm of Blind Source Separation.- Combinatorial and Numerical Optimization.- A Hybrid VNS with TS for the Single Machine Scheduling Problem to Minimize the Sum of Weighted Tardiness of Jobs.- A Wide Neighborhood Primal-Dual Interior-Point Algorithm for a Class of Convex Programming.- An Improved Differential Evolution with Local Search for Constrained Layout Optimization of Satellite Module.- Cloud Theory Based Simulated Annealing Algorithm for Multiple Observers Sitting on Terrain Problem.- Minimum Vertex Ranking Spanning Tree Problem on Some Classes of Graphs.- On Constructions of Optimal Double-Loop Networks.- Research on Resource Selection with Precedence and Due Date Constraint.- Rule-Based Modeling of Assembly Constraints for Line Balancing.- Neural Computing and Optimization.- A Novel Network Behavior Model Based on Generalized Cellular Automaton.- Optimal Control of Switched System Based on Neural Network Optimization.- Zhang Neural Network Versus Gradient Neural Network for Online Time-Varying Quadratic Function Minimization.- Case Based Reasoning and Autonomy-Oriented Computing.- A Logic Description on Different Negation Relation in Knowledge.- An On-Line Semantic Visualization for Heterogeneous Product Information of the Virtual Organization.- An Optimized Parallel Decision Tree Model Based on Rough Set Theory.- A Topic-Specific Web Crawler with Concept Similarity Context Graph Based on FCA.- An IACO and HPSO Method for Spatial Clustering with Obstacles Constraints.- Attributes Reduct and Optimal Decision Rules Acquisition in Fuzzy Objective Information Systems.- Cross Sentence Alignment for Structurally Dissimilar Corpus Based on Singular Value Decomposition.- Event Detection and Tracking Based on Improved Incremental K-Means and Transductive SVM.- Integration of Fuzzy Logic in Data Mining to Handle Vagueness and Uncertainty.- Medical Knowledge Discovery from a Regional Asthma Dataset.- Mining Context-Specific Web Knowledge: An Experimental Dictionary-Based Approach.- Mining Direct and Indirect Fuzzy Multiple Level Sequential Patterns in Large Transaction Databases.- Rough Set Approaches for Mining Incomplete Information Systems.- ?-Rough Sets Theory and Its Usage on Mining Approximate Dependencies.- Artificial Life and Artificial Immune Systems.- A Cellular Automatic Method for the Edge Detection of Images.- Computer Virus Evolution Model Inspired by Biological DNA.- Study of Immune Control Computing in Immune Detection Algorithm for Information Security.- Special Session on Computational Analysis and Data Mining in Biological Systems.- A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences.- A Holistic View of Evolutionary Rates in Paralogous and Orthologous Genes.- An SVM-Based Algorithm for Classifying Promoter-Associated CpG Islands in the Human and Mouse Genomes.- CDGMiner: A New Tool for the Identification of Disease Genes by Text Mining and Functional Similarity Analysis.- Designing Genetic Regulatory Network with Fuzzy Logic.- A Framework to Understand the Mechanism of Toxicity.- FindSUMO: A PSSM-Based Method for Sumoylation Site Prediction.- Maximal-Robustness-Minimal-Fragility Controller: A Compromise between Robustness and Fragility of Biochemical Networks.- Predict Molecular Regulatory Network of Norway Rat under the Frame of Data Integration.- Using Cost-Sensitive Learning to Determine Gene Conversions.- Special Session on Data Mining and Fusion in Bioinformatics Advances in Soft Computing Approach.- A Multi-objective Genetic Algorithm Based Approach to the Optimization of Oligonucleotide Microarray Production Process.- A New Orthogonal Discriminant Projection Based Prediction Method for Bioinformatic Data.- A Novel Hybrid Method of Gene Selection and Its Application on Tumor Classification.- An Intelligent Analyzer for Supporting Diagnoses of Congenital CMV Infection.- Biomedical Text Mining Using a Grid Computing Approach.- High-Throughput Analysis of the Drug Mode of Action of PB28, MC18 and MC70, Three Cyclohexylpiperazine Derivative New Molecules.- Locally Linear Discriminant Embedding for Tumor Classification.- Palmprint Linear Feature Extraction and Identification Based on Ridgelet Transforms and Rough Sets.- Special Session on Intelligent Pattern Recognition and Understanding in Image Processing.- A Compact Genetic Algorithm with Elitism and Mutation Applied to Image Recognition.- A Method of Counting Pedestrians in Crowded Scenes.- A Novel Approximate Algorithm Used for Solving the Netting Radar Measure Elevation Angle Based on the Target Altitude.- Automated Segmentation Using a Fast Implementation of the Chan-Vese Models.- Automatic Facial Feature Points Detection.- Automatic Subspace Synthesis of Motion Styles Based on Isomap.- Card Images Binarization Based on Dual-Thresholding Identification.- Defects Identification in Textile by Means of Artificial Neural Networks.- Diabetic Damage Detection in Retinal Images Via a Sparsely-Connected Neurofuzzy Network.- Dimensionality Reduction Method Applied for Multi-view Face Database Recognition.- Experimental System to Support Real-Time Driving Pattern Recognition.- Extending Hough Transform to a Points' Cloud for 3D-Face Nose-Tip Detection.- Face Detection by Means of Skin Detection.- Research on Product Case Representation and Retrieval Based on Ontology.- Retinal Fundus Biometric Analysis for Personal Identifications.- Statistical Character Study of the Inert Coordinate Errors Caused by the Measurement Noise of the Netting Radar.


Titel: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Untertitel: Fourth International Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18, 2008, Proceedings
EAN: 9783540859833
ISBN: 978-3-540-85983-3
Format: Kartonierter Einband
Herausgeber: Springer, Berlin
Genre: Informatik
Anzahl Seiten: 1251
Gewicht: g
Größe: H41mm x B236mm x T156mm
Jahr: 2008
Auflage: 2008

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