Advanced Intelligent Computing Theories and Applications: 6th International Conference on Intelligent Computing, ICIC 2010, Changsha, China, August 18-21, 2010. Proceedings

This document was uploaded by one of our users. The uploader already confirmed that they had the permission to publish it. If you are author/publisher or own the copyright of this documents, please report to us by using this DMCA report form.

Simply click on the Download Book button.

Yes, Book downloads on Ebookily are 100% Free.

Sometimes the book is free on Amazon As well, so go ahead and hit "Search on Amazon"

The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum dedicated to the emerging and challenging topics in artificial intel- gence, machine learning, pattern recognition, image processing, bioinformatics, and computational biology. It aims to bring together researchers and practitioners from both academia and industry to share ideas, problems, and solutions related to the m- tifaceted aspects of intelligent computing. ICIC 2010, held in Changsha, China, August 18-21, 2010, constituted the 6th - ternational Conference on Intelligent Computing. It built upon the success of ICIC 2009, ICIC 2008, ICIC 2007, ICIC 2006, and ICIC 2005 that were held in Ulsan, Korea, Shanghai, Qingdao, Kunming and Hefei, China, 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 “Advanced Intelligent Computing Technology and Applications”. Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

Author(s): Qiao-Kang Liang, Quan-Jun Song, Dan Zhang, Yun-Jian Ge, Guang-Bin Zhang, Hui-Bin Cao (auth.), De-Shuang Huang, Zhongming Zhao, Vitoantonio Bevilacqua, Juan Carlos Figueroa (eds.)
Series: Lecture Notes in Computer Science 6215 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010

Language: English
Pages: 689
Tags: Artificial Intelligence (incl. Robotics); Pattern Recognition; Information Systems Applications (incl.Internet); Image Processing and Computer Vision; Computation by Abstract Devices; User Interfaces and Human Computer Interaction

Front Matter....Pages -
Design of a Novel Six-Dimensional Force/Torque Sensor and Its Calibration Based on NN....Pages 1-8
Incremental-Based Extreme Learning Machine Algorithms for Time-Variant Neural Networks....Pages 9-16
Global Exponential Robust Stability of Hopfield Neural Networks with Reaction-Diffusion Terms....Pages 17-24
Direct Inverse Model Control Based on a New Improved CMAC Neural Network....Pages 25-32
Further Research on Extended Alternating Projection Neural Network....Pages 33-40
Global Synchronization in an Array of Hybrid Coupling Neural Networks with Multiple Time-Delay Components....Pages 41-48
Colour Image Segmentation Based on a Spiking Neural Network Model Inspired by the Visual System....Pages 49-57
The White Noise Impact on the Optimal Performance of the Hopfield Neural Network....Pages 58-65
The Study and Realization of Virtual Organization File System Based on DHT Technology....Pages 66-71
A Novel Quantum Genetic Algorithm for PID Controller....Pages 72-77
Research on Hybrid Evolutionary Algorithms with Differential Evolution and GUO Tao Algorithm Based on Orthogonal Design....Pages 78-85
An Improved Evolution Strategy for Constrained Circle Packing Problem....Pages 86-93
Lecture Notes in Computer Science: Research on Multi-robot Avoidance Collision Planning Based on XCS....Pages 94-101
An Integrated Method for the Construction of Compact Fuzzy Neural Models....Pages 102-109
Scalarization of Type-1 Fuzzy Markov Chains....Pages 110-117
Applying Fuzzy Differential Equations to the Performance Analysis of Service Composition....Pages 118-125
Lattice Structures of Fuzzy Soft Sets....Pages 126-133
A Predicate Formal System of Universal Logic with Projection Operator....Pages 134-141
A Neuro-Evolutive Interval Type-2 TSK Fuzzy System for Volatile Weather Forecasting....Pages 142-149
A Soft Computing Approach for Obtaining Transition Regions in Satellite Images....Pages 150-157
Particle Swarm Optimization for Two-Stage Fuzzy Generalized Assignment Problem....Pages 158-165
A Novel Cyclic Discrete Optimization Framework for Particle Swarm Optimization....Pages 166-174
Economic Dispatch Considering Ancillary Service Based on Revised Particle Swarm Optimization Algorithm....Pages 175-184
Particle Swarm Optimization-Based Extremum Seeking Control....Pages 185-196
Image Contour Extraction Based on Ant Colony Algorithm and B-snake....Pages 197-204
An Improved Hidden Markov Model for Literature Metadata Extraction....Pages 205-212
Discriminative Training of Subspace Gaussian Mixture Model for Pattern Classification....Pages 213-221
A Stage by Stage Pruning Algorithm for Detecting the Number of Clusters in a Dataset....Pages 222-229
Adaptive Independent Component Analysis by Modified Kernel Density Estimation....Pages 230-237
Cross System Bank Branch Evaluation Using Clustering and Data Envelopment Analysis....Pages 238-245
He’s Variational Iteration Method for Solving Convection Diffusion Equations....Pages 246-251
GRASP for Low Autocorrelated Binary Sequences....Pages 252-257
miRNA Target Prediction Method Based on the Combination of Multiple Algorithms....Pages 258-265
Imperialistic Competitive Algorithm for Solving a Dynamic Cell Formation Problem with Production Planning....Pages 266-276
Genome-Wide DNA Methylation Profiling in 40 Breast Cancer Cell Lines....Pages 277-284
GRIDUISS – A Grid Based Universal Immune System Simulator Framework....Pages 285-290
Performance Comparison of Tumor Classification Based on Linear and Non-linear Dimensionality Reduction Methods ....Pages 291-300
PH Optimal Control in the Clarifying Process of Sugar Cane Juice Based on DHP....Pages 301-308
Parameter-Free Deterministic Global Search with Simplified Central Force Optimization....Pages 309-318
Comparison of Optimality and Robustness between SA, TS and GRASP Metaheuristics in FJSP Problem....Pages 319-328
Hardware Emulation of Bacterial Quorum Sensing....Pages 329-336
Finding Research Community in Collaboration Network with Expertise Profiling....Pages 337-344
The Ideal Data Representation for Feature Extraction of Traditional Malay Musical Instrument Sounds Classification....Pages 345-353
Mining Reputation of Person/Product from Comment and Reply on UCC/Internet Article....Pages 354-361
Interaction Analysis for Adaptive User Interfaces....Pages 362-371
Unsupervised Subjectivity-Lexicon Generation Based on Vector Space Model for Multi-Dimensional Opinion Analysis in Blogosphere....Pages 372-379
Enhancing Negation-Aware Sentiment Classification on Product Reviews via Multi-Unigram Feature Generation....Pages 380-391
Building Associated Semantic Overlay for Discovering Associated Services....Pages 392-398
Immunity-Based Model for Malicious Code Detection....Pages 399-406
Sparse Representation-Based Face Recognition for One Training Image per Person....Pages 407-414
Semi-supervised Local Discriminant Embedding....Pages 415-422
Orthogonal Discriminant Local Tangent Space Alignment....Pages 423-429
Separating Pigment Components of Leaf Color Image Using FastICA....Pages 430-437
Fast Algorithm for Multisource Image Registration Based on Geometric Feature of Corners....Pages 438-446
Newborn Footprint Recognition Using Subspace Learning Methods....Pages 447-453
Plant Classification Using Leaf Image Based on 2D Linear Discriminant Analysis....Pages 454-459
Palmprint Recognition Combining LBP and Cellular Automata....Pages 460-466
Dual Unsupervised Discriminant Projection for Face Recognition....Pages 467-473
Applying Wikipedia-Based Explicit Semantic Analysis for Query-Biased Document Summarization....Pages 474-481
A New Approach for Vein Pattern-Based Recognition....Pages 482-489
Study of Hand-Dorsa Vein Recognition....Pages 490-498
DHV Image Registration Using Boundary Optimization....Pages 499-506
A Novel Level Set Model Based on Local Information....Pages 507-514
A Multi-Descriptor, Multi-Nearest Neighbor Approach for Image Classification....Pages 515-523
Orthogonal Locally Discriminant Projection for Palmprint Recognition....Pages 524-530
OPC UA Based Information Modeling for Distributed Industrial Systems....Pages 531-539
Voting-Averaged Combination Method for Regressor Ensemble....Pages 540-546
Face Recognition Using the Feature Fusion Technique Based on LNMF and NNSC Algorithms....Pages 547-554
A PDOC Method for Topology Optimization Design....Pages 555-563
A Decision Support System Based on GIS for Grain Logistics Vehicle Routing Problem....Pages 564-570
On Database Normalization Using User Interface Normal Form....Pages 571-578
Improved Particle Swarm Optimizers with Application on Constrained Portfolio Selection....Pages 579-586
An Improved Image Rectification Algorithm Based on Particle Swarm Optimization....Pages 587-594
Particle Swarm Optimizer Based on Small-World Topology and Comprehensive Learning....Pages 595-601
Multi-Objective PSO Based on Evolutionary Programming....Pages 602-610
Two-Dimensional Sparse Principal Component Analysis for Palmprint Recognition....Pages 611-618
Discovery of Protein’s Multifunction and Diversity of Information Transmission....Pages 619-625
Identification and Analysis of Binding Site Residues in Protein Complexes: Energy Based Approach....Pages 626-633
Density Based Merging Search of Functional Modules in Protein-Protein Interaction (PPI) Networks....Pages 634-641
Topology Prediction of α -Helical and β -Barrel Transmembrane Proteins Using RBF Networks....Pages 642-649
Palmprint Recognition Based on Neighborhood Rough Set....Pages 650-656
Increasing Reliability of Protein Interactome by Combining Heterogeneous Data Sources with Weighted Network Topological Metrics....Pages 657-663
Predicting Protein Stability Change upon Double Mutation from Partial Sequence Information Using Data Mining Approach....Pages 664-671
Inference of Gene Expression Regulation via microRNA Transfection....Pages 672-679
A Residual Level Potential of Mean Force Based Approach to Predict Protein-Protein Interaction Affinity....Pages 680-686
Back Matter....Pages -