Emerging Intelligent Computing Technology and Applications: 5th International Conference on Intelligent Computing, ICIC 2009 Ulsan, South Korea, September 16-19, 2009 Proceedings (Lecture Notes in Computer Science, nr. 5754)

Editat de De-Shuang Huang, Kang-Hyun Jo, Hong-Hee Lee, Hee-Jun Kang, Vitoantonio Bevilacqua
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en Limba Engleză Paperback – 28 Aug 2009
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.
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ISBN-13: 9783642040696
ISBN-10: 3642040691
Pagini: 1157
Ilustrații: XXIII, 1134 p.
Dimensiuni: 155 x 235 x 43 mm
Greutate: 1.59 kg
Ediția: 2009
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science , Theoretical Computer Science and General Issues

Locul publicării: Berlin, Heidelberg, Germany

Public țintă



Supervised and Semi-supervised Learning.- Supervised Locally Linear Embedding for Plant Leaf Image Feature Extraction.- Machine Learning Theory and Methods.- A Semi-Automated Dynamic Approach to Threat Evaluation and Optimal Defensive Resource Allocation.- Biological and Quantum Computing.- Retracted: Quantum Quasi-Cyclic Low-Density Parity-Check Codes.- Intelligent Computing in Bioinformatics.- Contribution Degree’s Application in the Research of Elements of TCM Syndromes.- Normalizing Human Ear in Proportion to Size and Rotation.- An Ensemble Classifier Based on Kernel Method for Multi-situation DNA Microarray Data.- Signaling Pathway Reconstruction by Fusing Priori Knowledge.- Dynamic Identification and Visualization of Gene Regulatory Networks from Time-Series Gene Expression Profiles.- On-Line Signature Verification Based on Spatio-Temporal Correlation.- Recovering Facial Intrinsic Images from a Single Input.- Gender Recognition from Gait Using Radon Transform and Relevant Component Analysis.- Constrained Maximum Variance Mapping for Tumor Classification.- Intelligent Computing in Computational Biology and Drug Design.- A Hybrid Ant Colony Algorithm for the Grain Distribution Centers Location.- Parallel Genetic Algorithms for Crystal Structure Prediction: Successes and Failures in Predicting Bicalutamide Polymorphs.- Computational Genomics and Proteomics.- CAPS Genomic Subtyping on Orthomyxoviridae.- Verification of Pathotyping by Quasispecies Model.- The EDML Format to Exchange Energy Profiles of Protein Molecular Structures.- Intelligent Computing in Signal Processing.- Automatic Music Transcription Based on Wavelet Transform.- Synthesis of Bowhead Whale Sound Using Modified Spectral Modeling.- Automatic Emphasis Labeling for Emotional Speech by Measuring Prosody Generation Error.- A Method of Image Feature Extraction Using Wavelet Transforms.- Study on Minimum Zone Evaluation of Flatness Errors Based on a Hybrid Chaos Optimization Algorithm.- Type-2 Fuzzy Sets Applied to Pattern Matching for the Classification of Cries of Infants under Neurological Risk.- Real-Time Sound Synthesis of Plucked String Instruments Using a Data Parallel Architecture.- Robust Acoustic Source Localization with TDOA Based RANSAC Algorithm.- Intelligent Computing in Pattern Recognition.- Facial Expression Recognition with Local Binary Pattern and Laplacian Eigenmaps.- A Novel Face Detection Method Based on Contourlet Features.- Two-Dimensional Heteroscedastic Discriminant Analysis for Facial Gender Classification.- A Method of Plant Classification Based on Wavelet Transforms and Support Vector Machines.- Locality Preserving Fisher Discriminant Analysis for Face Recognition.- Palmprint Recognition Using Band-Limited Phase-Only Correlation and Different Representations.- A Design and Research of Eye Gaze Tracking System Based on Stereovision.- Intelligent Computing in Image Processing.- Computing Parallel Speeded-Up Robust Features (P-SURF) via POSIX Threads.- A Heuristic Optimization Algorithm for Panoramic Image Generation Problem from Multiple Cameras.- A New Method for Iris Recognition Based on Contourlet Transform and Non Linear Approximation Coefficients.- An Effective Edge-Adaptive Color Demosaicking Algorithm for Single Sensor Digital Camera Images.- Ship Classification by Superstructure Moment Invariants.- Segmentation of Blood and Bone Marrow Cell Images via Learning by Sampling.- Combination of Gabor Wavelets and Circular Gabor Filter for Finger-Vein Extraction.- Recent Progress of the Quasientropy Approach to Signal and Image Processing.- Gait Recognition Using Hough Transform and Principal Component Analysis.- Improved Competitive Code for Palmprint Recognition Using Simplified Gabor Filter.- Palmprint Recognition Combining LDA and the Center Band of Fourier Magnitude.- A Framework for Recognition Books on Bookshelves.- Performance Enhancement of Sum of Absolute Difference (SAD) Computation in H.264/AVC Using Saturation Arithmetic.- A Parabolic Detection Algorithm Based on Kernel Density Estimation.- Intelligent Computing in Communication and Computer Networks.- An Intelligent Prediction Model for Generating LGD Trigger of IEEE 802.21 MIH.- Cloud@Home: Bridging the Gap between Volunteer and Cloud Computing.- Analysis and Improvement of an ID-Based Anonymous Signcryption Model.- Some Distributed Algorithms for Quantized Consensus Problem.- Jobs Run-Time Scheduling in a Java Based Grid Architecture.- Intelligent Computing in Robotics.- Pseudorandom RFID Tag Arrangement for Improved Mobile Robot Localization.- Dynamic Model Identification of 2-Axes PAM Robot Arm Using Neural MIMO NARX Model.- Natural Language Human-Robot Interface Using Evolvable Fuzzy Neural Networks for Mobile Technology.- A Robot Visual/Inertial Servoing to an Object with Inertial Sensors.- A Service Framework of Humanoid in Daily Life.- Self-stabilizing Human-Like Motion Control Framework for Humanoids Using Neural Oscillators.- Intelligent Computing in Computer Vision.- A New Low-Cost Eye Tracking and Blink Detection Approach: Extracting Eye Features with Blob Extraction.- Vehicle Detection Algorithm Using Hypothesis Generation and Verification.- A Novel Method Using Contourlet to Extract Features for Iris Recognition System.- Vehicle License Plate Detection Algorithm Based on Color Space and Geometrical Properties.- A Video-Based Indoor Occupant Detection and Localization Algorithm for Smart Buildings.- Spatial Relation Model for Object Recognition in Human-Robot Interaction.- Window Extraction Using Geometrical Characteristics of Building Surface.- Auto-surveillance for Object to Bring In/Out Using Multiple Camera.- Object Analysis for Outdoor Environment Perception Using Multiple Features.- Pseudo Invariant Line Moment to Detect the Target Region of Moving Vessels.- Building-Based Structural Data for Core Functions of Outdoor Scene Analysis.- Appearance Feature Based Human Correspondence under Non-overlapping Views.- Intelligent Agent and Web Applications.- Web-Based Unified-Directory Service for Social Networking Services and Ubiquitous Sensor Network Services.- Bilateral Negotiation in a Multi-Agent Energy Market.- An Approach to Automated User Interest Matching in Online Classified Advertising Systems.- Buyer Coalitions with Bundles of Items by Using Genetic Algorithm.- Intelligent Sensor Networks.- Energy Efficient MAC Length Determination Method for Statistical En-Route Filtering Using Fuzzy Logic.- A Coverage and Energy Aware Cluster-Head Selection Algorithm in Wireless Sensor Networks.- u-Healthcare Service Based on a USN Middleware Platform and Medical Device Communication Framework.- Research on Real-Time Software Sensors Based on Aspect Reconstruction and Reentrant.- Intelligent Fault Diagnosis and Financial Engineering.- Fault Diagnosis of Steam Turbine-Generator Sets Using CMAC Neural Network Approach and Portable Diagnosis Apparatus Implementation.- The Fault Diagnosis of Analog Circuits Based on Extension Theory.- Intelligent Control and Automation.- Improvement and Light Weight of Twin Seat Underframe in Multiple Unit Train.- Implementation of LED Array Color Temperature Controlled Lighting System Using RISC IP Core.- A Universal Data Access Server for Distributed Data Acquisition and Monitoring Systems.- A Petri Net-Based Ladder Logic Diagram Design Method for the Logic and Sequence Control of Photo Mask Transport.- Modeling of Micro-Piezoelectric Motion Platform for Compensation and Neuro-PID Controller Design.- The Fuzzy PI Control for the DSTATCOM Based on the Balance of Instantaneous Power.- A Complex Fuzzy Controller for Reducing Torque Ripple of Brushless DC Motor.- Multiobjective Permutation Flow Shop Scheduling Using a Memetic Algorithm with an NEH-Based Local Search.- Intelligent Nonlinear Friction Compensation Using Friction Observer and Backstepping Control.- Multi-UCAV Cooperative Path Planning Using Improved Coevolutionary Multi-Ant-Colony Algorithm.- Adaptive Control Using Neural Network for Command Following of Tilt-Rotor Airplane in 0 -Tilt Angle Mode.- INS/GPS Integration System with DCM Based Orientation Measurement.- Synchronization Behavior Analysis for Coupled Lorenz Chaos Dynamic Systems via Complex Networks.- Intelligent Data Fusion and Security.- A Fast Iteration Algorithm for Solving the Geocentric Earth Latitude Coordination Based on the Geocentric Cartesian Coordination.- Intelligent Prediction and Time Series Analysis.- A Novel Time-Domain Structural Parametric Identification Methodology Based on the Equivalency of Neural Networks and ARMA Model.- Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks.- Natural Language Processing and Expert Systems.- Using Non-extensive Entropy for Text Classification.- E-Learning Systems with Artificial Intelligence in Engineering.- Developing the KMKE Knowledge Management System Based on Design Patterns and Parallel Processing.- Intelligent Image/Document Retrievals.- A Fuzzy Logic Based Approach to Feedback Reinforcement in Image Retrieval.- Dimension Reduction Using Semi-Supervised Locally Linear Embedding for Plant Leaf Classification.- Computational Analysis and Data Mining in Biological Systems.- DCGene: A Novel Predicting Approach of the Disease Related Genes on Functional Annotation.- Knowledge-Based Systems and Intelligent Computing in Medical Imaging.- Image Processing Framework for Virtual Colonoscopy.- Combined Use of Densitometry and Morphological Analysis to Detect Flat Polyps.- Relevant Measurements for Polyps in 3D Virtual Colonoscopy.- Characterization of Endomicroscopic Images of the Distal Lung for Computer-Aided Diagnosis.- Applications of Intelligent Computing in Information Assurance and Security.- DDoS Attack Detection Method Based on Linear Prediction Model.- Modified AES Using Chaotic Key Generator for Satellite Imagery Encryption.- Group-Based Proxy Re-encryption Scheme.- Computational Analysis and Applications in Biomedical System.- A Method for Modeling Gene Regulatory Network with Personal Computer Cluster.- Study on the Agricultural Knowledge Representation Model Based on Fuzzy Production Rules.- A Plausible Model for Cellular Self-defense Mechanisms in Response to Continuous Ion Radiation(IR) under Radiotherapy.- Plausible Model of Feedback-Control for Cellular Response Based on Gene Regulatory Networks under Radiotherapy.- A Numerical Simulation Study of the Dependence of Insulin Sensitivity Index on Parameters of Insulin Kinetics.- Design of the Performance Evaluation Library for Speech Recognition Systems Based on SystemC.- Intelligent Computing Algorithms in Banking and Finance.- An Intelligent Computing Algorithm to Analyze Bank Stock Returns.- On an Ant Colony-Based Approach for Business Fraud Detection.- Markov Chain Monte Carlo on Asymmetric GARCH Model Using the Adaptive Construction Scheme.- Network-Based Intelligent Technologies.- Robot Visual Servo through Trajectory Estimation of a Moving Object Using Kalman Filter.- Erratum.- Erratum to: Quantum Quasi-Cyclic Low-Density Parity-Check Codes.

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This book - in conjunction with the volume LNAI 5755 - 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 are organized in topical sections on Supervised & Semi-supervised Learning, Machine Learning Theory and Methods, Biological and Quantum Computing, Intelligent Computing in Bioinformatics, Intelligent Computing in Computational Biology and Drug Design, Computational Genomics and Proteomics, Intelligent Computing in Signal Processing, Intelligent Computing in Pattern Recognition, Intelligent Computing in Image Processing, Intelligent Computing in Communication and Computer Networks, Intelligent Computing in Robotics, Intelligent Computing in Computer Vision, Intelligent Agent and Web Applications, Intelligent Sensor Networks, Intelligent Fault Diagnosis & Financial Engineering, Intelligent Control and Automation, Intelligent Data Fusion and Security, Intelligent Prediction & Time Series Analysis, Natural Language Processing and Expert Systems, Intelligent Image/Document Retrievals, Computational Analysis and Data Mining in Biological Systems, Knowledge-Based Systems and Intelligent Computing in Medical Imaging, Applications of Intelligent Computing in Information Assurance & Security, Computational Analysis and Applications in Biomedical System, Intelligent Computing Algorithms in Banking and Finance, and Network-Based Intelligent Technologies.