This book - in conjunction with the volume LNCS 5754 - constitutes the refereed proceedings of the 5th International Conference on Intelligent Computing, ICIC 2009, held in Ulsan, South Korea in September 2009.
The 214 revised full papers of these two volumes were carefully reviewed and selected from a total of 1082 submissions. The papers of this volume are organized in topical sections on Neural Networks, Evolutionary Learning & Genetic Algorithms, Granular Computing & Rough Sets, Fuzzy Theory and Models, Fuzzy Systems and Soft Computing, Swarm Intelligence and Optimization, Supervised & Semi-supervised Learning, Kernel Methods and Supporting Vector Machines, Combinatorial & Numerical Optimization, Systems Biology and Computational Biology, Neural Computing and Optimization, Knowledge Discovery and Data Mining, Artificial Life and Artificial Immune Systems, Ensemble Methods, Machine Learning Theory and Methods, Biological and Quantum Computing, Intelligent Computing in Pattern Recognition, Dynamic Spectrum Sharing Systems, New Particle Swarm Optimization and Its Applications, Intelligent Signal Processing for Interactive Brain-Machine-Interfacing, Advances in Intelligent Information Processing, Computational Intelligence in Bioinformatics and Systems Biology, Network-based Intelligent Technologies, and 2D vs 3D Intelligent Biometric and Face Recognition Techniques.
Klappentext
The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring - gether researchers and practitioners from both academia and industry to share ideas, problems, and solutions related to the multifaceted aspects of intelligent computing. ICIC 2009, held in Ulsan, Korea, September 16-19, 2009, constituted the 5th - ternational Conference on Intelligent Computing. It built upon the success of ICIC 2008, ICIC 2007, ICIC 2006, and ICIC 2005 held in Shanghai, Qingdao, Kunming, and Hefei, China, 2008, 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 p- ture of contemporary intelligent computing techniques as an integral concept that hi- lights 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.
Inhalt
Neural Networks.- An Ensemble of Neural Networks for Stock Trading Decision Making.- A SOM Based Stereo Pair Matching Algorithm for 3-D Particle Tracking Velocimetry.- Spiking Neural Network Performs Discrete Cosine Transform for Visual Images.- Spam Detection Based on a Hierarchical Self-Organizing Map.- The Analysis of the Energy Function of Chaotic Neural Network with White Noise.- The Classification of a Simulation Data of a Servo System via Evolutionary Artificial Neural Networks.- Evolutionary Learning and Genetic Algorithms.- A New Source and Receiver Localization Method with Erroneous Receiver Positions.- Interactive Genetic Algorithms with Variational Population Size.- A Unified Direct Approach to Image Registration and Object Recognition with a Hybrid Evolutionary Algorithm.- Two Step Template Matching Method with Correlation Coefficient and Genetic Algorithm.- Granular Computing and Rough Sets.- A Framework on Rough Set-Based Partitioning Attribute Selection.- On Multi-soft Sets Construction in Information Systems.- Fuzzy Theory and Models.- Knowledge Representation and Consistency Checking in a Norm-Parameterized Fuzzy Description Logic.- Using Intelligent System for Reservoir Properties Estimation.- Fuzzy Support Vector Classification Based on Fuzzy Optimization.- Fuzzy Systems and Soft Computing.- An FIS for Early Detection of Defect Prone Modules.- Variable Precision Concepts and Its Applications for Query Expansion.- The Application of Intuitionistic Fuzzy Theory in Radar Target Identification.- On the Robustness of Type-1 and Type-2 Fuzzy Tests vs. ANOVA Tests on Means.- Combining Global Model and Local Adaptive Neuro-Fuzzy Network.- On Some Properties of Generalized Symbolic Modifiers and Their Role in Symbolic Approximate Reasoning.- Swarm Intelligence and Optimization.- A New Differential Evolution Algorithm with Random Mutation.- An Improved Harmony Search Algorithm for the Location of Critical Slip Surfaces in Slope Stability Analysis.- An Improved PSO Algorithm Encoding a priori Information for Nonlinear Approximation.- Multi-objective Oriented Search Algorithm for Multi-objective Reactive Power Optimization.- Combined Discrete Particle Swarm Optimization and Simulated Annealing for Grid Computing Scheduling Problem.- Supervised and Semi-supervised Learning.- Profile Based Algorithm to Topic Spotting in Reuter21578.- Training Neural Networks for Protein Secondary Structure Prediction: The Effects of Imbalanced Data Set.- Rough Set Theory in Pavement Maintenance Decision.- Using Control Theory for Analysis of Reinforcement Learning and Optimal Policy Properties in Grid-World Problems.- Kernel Methods and Supporting Vector Machines.- Adaptive Chaotic Cultural Algorithm for Hyperparameters Selection of Support Vector Regression.- Application of a Case Base Reasoning Based Support Vector Machine for Financial Time Series Data Forecasting.- Cost-Sensitive Supported Vector Learning to Rank Imbalanced Data Set.- A Biologically Plausible Winner-Takes-All Architecture.- Combinatorial and Numerical Optimization.- Minimum Sum-of-Squares Clustering by DC Programming and DCA.- An Effective Hybrid Algorithm Based on Simplex Search and Differential Evolution for Global Optimization.- Differential Evolution with Level Comparison for Constrained Optimization.- Tactical Aircraft Pop-Up Attack Planning Using Collaborative Optimization.- Stereo Vision Based Motion Parameter Estimation.- Binary Sequences with Good Aperiodic Autocorrelations Using Cross-Entropy Method.- Systems Biology and Computational Biology.- Agent Based Modeling of Atherosclerosis: A Concrete Help in Personalized Treatments.- MotifMiner: A Table Driven Greedy Algorithm for DNA Motif Mining.- Neural Computing and Optimization.- A New Method of Morphological Associative Memories.- A New Method of Color Map Segmentation Based on the Self-organizing Neural Network.- Knowledge Discovery and Data Mining.- A Quantum Particle Swarm Optimization Used for Spatial Clustering with Obstacles Constraints.- Fuzzy Failure Analysis of Automotive Warranty Claims Using Age and Mileage Rate.- A Fuzzy-GA Wrapper-Based Constructive Induction Model.- Warning List Identification Based on Reliability Knowledge in Warranty Claims Information System.- Cluster Analysis and Fuzzy Query in Ship Maintenance and Design.- A Semantic Lexicon-Based Approach for Sense Disambiguation and Its WWW Application.- The Establishment of Verb Logic and Its Application in Universal Emergency Response Information System Design.- Artificial Life and Artificial Immune Systems.- An AIS-Based E-mail Classification Method.- A New Intrusion Detection Method Based on Antibody Concentration.- Ensemble Methods.- Research of the Method of Local Topography Rapid Reconstructed.- A Novel User Created Message Application Service Design for Bidirectional TPEG.- An Empirical Study of the Convergence of RegionBoost.- Towards a Better Understanding of Random Forests through the Study of Strength and Correlation.- Machine Learning Theory and Methods.- Learning Hereditary and Reductive Prolog Programs from Entailment.- A Novel Local Sensitive Frontier Analysis for Feature Extraction.- Locality Preserving Discriminant Proje…