Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence: 6th International Conference on Intelligent Computi

ISBN-13: 9783642149313 / Angielski / Miękka / 2010 / 685 str.

De-Shuang Huang; Xiang Zhang; Carlos Alberto Reyes Garcia

Opis

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.

Spis treści

Biological and Quantum Computing.- Revisiting the Power and Equivalence of One-Way Quantum Finite Automata.- SysMicrO: A Novel Systems Approach for miRNA Target Prediction.- Intelligent Computing in Bioinformatics.- The Exist Local Analytic Solutions of an Iterative Functional Differential Equation.- Xor Perfect Phylogeny Haplotyping in Pedigrees.- Inferring the Transcriptional Modules Using Penalized Matrix Decomposition.- A Novel Computational Method for Predicting Disease Genes Based on Functional Similarity.- Weighted Locally Linear Embedding for Plant Leaf Visualization.- A New Ontological Probabilistic Approach to the Breast Cancer Problem in Semantic Medicine.- A Comparative Study on Feature Selection in Regression for Predicting the Affinity of TAP Binding Peptides.- Prediction of Protein-Protein Interaction Sites by Using Autocorrelation Descriptor and Support Vector Machine.- Intelligent Computing in Neuroinformatics and Cheminformatics.- Optimal Selection of Support Vector Regression Parameters and Molecular Descriptors for Retention Indices Prediction.- Intelligent Computing in Computational Biology and Drug Design.- PCOPM: A Probabilistic CBR Framework for Obesity Prescription Management.- Computational Genomics and Proteomics.- Measuring Protein Structural Similarity by Maximum Common Edge Subgraphs.- Comparison of DNA Truncated Barcodes and Full-Barcodes for Species Identification.- Intelligent Computing in Signal Processing.- Target Extraction from the Military Infrared Image with Complex Texture Background.- The Intelligent Music Editor: Towards an Automated Platform for Music Analysis and Editing.- A New Hierarchical Key Frame Tree-Based Video Representation Method Using Independent Component Analysis.- An Auditory Oddball Based Brain-Computer Interface System Using Multivariate EMD.- HOG-Based Approach for Leaf Classification.- A Method for ICA with Reference Signals.- Intelligent Computing in Pattern Recognition.- Fuzzy Algorithm Based on Diffusion Maps for Network Partition.- Fast ISOMAP Based on Minimum Set Coverage.- A Robust Fusion Method for Vehicle Detection in Road Traffic Surveillance.- A GMM-Based Robust Incremental Adaptation with a Forgetting Factor for Speaker Verification.- Application Oriented Semantic Multi-touch Gesture Description Method.- Using a Priori Knowledge to Classify in Vivo Images of the Lung.- A Reversible Data Hiding Scheme Using Even-Odd Embedding Method.- Nonparametric Marginal Fisher Analysis for Feature Extraction.- On Designing Task-Oriented Intelligent Interfaces: An E-Mail Based Design Framework.- Recognition of Leaf Image Based on Ring Projection Wavelet Fractal Feature.- Image to Text Translation by Multi-Label Classification.- Intelligent Computing in Image Processing.- An Efficient Algorithm for Robust Curve Fitting Using Cubic Bezier Curves.- A New Descriptor for Shape Recognition and Retrieval.- A New Quality Evaluation Method of Binary Images.- Direction Integrated Genetic Algorithm for Motion Estimation in H.264/AVC.- MP-Based Images Sparse Decomposition by Simulated Annealing.- Efficient Representation of Zooming Information in Videos Using Multi Resolution Mosaics.- An Adaptive Method for Detecting Lane Boundary in Night Scene.- Correlated Multi-label Refinement for Semantic Noise Removal.- Combining Curvelet Transform and Wavelet Transform for Image Denoising.- A Simple Method for Correcting Lens Distortion in Low-Cost Camera Using Geometric Invariability.- A Robust Image Transmission Scheme for Wireless Channels Based on Compressive Sensing.- An Improved Ant Colony Optimization Based Particle Matching Algorithm for Time-Differential Pairing in Particle Tracking Velocimetry.- Atlas-Based Segmentation of Organs at Risk in Radiotherapy in Head MRIs by Means of a Novel Active Contour Framework.- Multi-seed Segmentation of Tomographic Volumes Based on Fuzzy Connectedness.- Super-Resolution Algorithm Based on Discrete Fourier Transform.- Intelligent Computing in Communication and Computer Networks.- An Efficient Radio Resource Management Scheme for Cognitive Radio Networks.- Optimal Incentive-Based Scheduling of Layered Video Packets in P2P Streaming.- Cooperative Spectrum Sensing Using Individual Sensing Credibility and Double Adaptive Thresholds for Cognitive Radio Network.- A Tactical Intelligence Production Model of Computer Network Self-Organizing Operations.- Performance Comparison of Erasure Codes for Different Churn Models in P2P Storage Systems.- Bottleneck Attack Strategies on Complex Communication Networks.- Intelligent Computing in Robotics.- High Resolution Mobile Robot Obstacle Detection Using Low Directivity Ultrasonic Sensor Ring.- Hybrid Fuzzy-Sliding Scheme for the Balance Control of a Biped Robot.- Real Time Robot Path Planning and Cleaning.- Vision-Inertial Tracking Algorithm with a Known Object’s Geometric Model.- Intelligent Computing in Computer Vision.- Facial Expression Recognition Based on Fusion of Sparse Representation.- Intelligent Computing in Brain Imaging and Bio-medical Engineering.- Use of Time-Frequency Transforms and Kernel PCA to Classify Epileptic Patients from Control Subjects.- Intelligent Agent and Web Applications.- Accommodating Smart Meeting Rooms with a Context-Aware Smart Assistant.- Identification of Felder-Silverman Learning Styles with a Supervised Neural Network.- Web Site Traffic Ranking Estimation via SVM.- Intelligent Sensor Networks.- Fuzzy Based Key Re-distribution Period Determination Method in Wireless Sensor Networks.- An Identity-Based Authentication Protocol for Clustered ZigBee Network.- Efficient Key Dissemination Method Using Fuzzy Logic Based Dynamic En-route Filtering.- Toward a Human Society Inspired Routing Protocol for Wireless Sensor Network.- Intelligent Fault Diagnosis and Financial Engineering.- A Taxonomic Specification of Cloud@Home.- Relationship between the Verification Based Model and the Functional Dependences Model Using Program Specification.- Intelligent Control and Automation.- Fuzzy Logic Controller for Maximum Power Tracking in PMSG-Based Wind Power Systems.- Flexibility and Interoperability in Automation Systems by Means of Service Oriented Architecture.- A Composite P&O MPPT Control with Intelligent Orthogonal Particle Swarm Optimization for Steepest Gradient River Current Power Generation System.- Intelligent Data Fusion and Security.- A Risk Assessment Algorithm Based on Utility Theory.- A Method for Dam Safety Evaluation Based on Dempster-Shafer Theory.- A Controllable Anonymous Proxy Signature Scheme with Revocation.- Enhancing Efficiency of Intrusion Prediction Based on Intelligent Immune Method.- Attribute Reduction Based on the Extension Concept Lattice.- Intelligent Prediction and Time Series Analysis.- Two-Phase Imputation with Regional-Gradient-Guided Bootstrapping Algorithm and Dynamics Time Warping for Incomplete Time Series Data.- An Intelligent ACO-SA Approach for Short Term Electricity Load Prediction.- Natural Language Processing and Expert Systems.- Chinese Named Entity Recognition with a Sequence Labeling Approach: Based on Characters, or Based on Words?.- CorrRank: Update Summarization Based on Topic Correlation Analysis.- A Deterministic Method to Predict Phrase Boundaries of a Syntactic Tree.- Analyze Multiple Emotional Expressions in a Sentence.- Aging Simulation of Human Faces Based on NMF with Sparseness Constraints.- Age Estimation of Facial Images Based on an Improved Non-negative Matrix Factorization Algorithms.- Plant Species Recognition Based on Radial Basis Probabilistic Neural Networks Ensemble Classifier.

O autorze

Dr. Xiang Zhang ist Vizepräsident der Foreign Economic and Trade Commission in Shanghai, damit oberster Chef der Außenwirtschaftsbehörde der Stadt und Professor an der Tong-Universität in Shanghai.