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ویرایش: 1 نویسندگان: Pei-Chann Chang, Chen-Hao Liu, Chin-Yuan Fan, Jun-Lin Lin, Chih-Ming Lai (auth.), De-Shuang Huang, Kang-Hyun Jo, Hong-Hee Lee, Hee-Jun Kang, Vitoantonio Bevilacqua (eds.) سری: Lecture Notes in Computer Science 5755 : Lecture Notes in Artificial Intelligence ISBN (شابک) : 9783642040191, 3642040195 ناشر: Springer-Verlag Berlin Heidelberg سال نشر: 2009 تعداد صفحات: 1142 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 24 مگابایت
کلمات کلیدی مربوط به کتاب فناوری و برنامه های کاربردی هوشمند هوشمند نوظهور. با جنبه های هوش مصنوعی: پنجمین کنفرانس بین المللی محاسبات هوشمند ICIC 2009 Ulsan، کره جنوبی، 16-19 سپتامبر 2009 مقالات: هوش مصنوعی (شامل رباتیک)، تشخیص الگو، داده کاوی و کشف دانش، ذخیره و بازیابی اطلاعات، محاسبات با دستگاه های انتزاعی، منطق ریاضی و زبان های رسمی
در صورت تبدیل فایل کتاب Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence: 5th International Conference on Intelligent Computing, ICIC 2009 Ulsan, South Korea, September 16-19, 2009 Proceedings به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب فناوری و برنامه های کاربردی هوشمند هوشمند نوظهور. با جنبه های هوش مصنوعی: پنجمین کنفرانس بین المللی محاسبات هوشمند ICIC 2009 Ulsan، کره جنوبی، 16-19 سپتامبر 2009 مقالات نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب - همراه با جلد LNCS 5754 - مجموعه مقالات داوری پنجمین کنفرانس بین المللی محاسبات هوشمند، ICIC 2009، برگزار شده در اولسان، کره جنوبی در سپتامبر 2009 است.
214 مقاله کامل اصلاح شده این دو جلد به دقت بررسی و از مجموع 1082 مقاله ارسالی انتخاب شدند. مقالات این جلد در بخشهای موضوعی شبکههای عصبی، یادگیری تکاملی و الگوریتمهای ژنتیک، محاسبات دانهای و مجموعههای ناهموار، نظریه و مدلهای فازی، سیستمهای فازی و محاسبات نرم، هوش و بهینهسازی ازدحام، یادگیری تحت نظارت و نیمهنظارت، هسته سازماندهی شدهاند. روشها و ماشینهای بردار پشتیبان، بهینهسازی ترکیبی و عددی، زیستشناسی سیستمها و زیستشناسی محاسباتی، محاسبات عصبی و بهینهسازی، کشف دانش و دادهکاوی، زندگی مصنوعی و سیستمهای ایمنی مصنوعی، روشهای مجموعه، نظریه و روشهای یادگیری ماشین، زیستشناسی و محاسبات کوانتومی محاسبات در تشخیص الگو، سیستمهای اشتراکگذاری طیف دینامیک، بهینهسازی ازدحام ذرات جدید و کاربردهای آن، پردازش سیگنال هوشمند برای رابط تعاملی مغز و ماشین، پیشرفتها در پردازش هوشمند اطلاعات، هوش محاسباتی در بیوانفورماتیک و فناوریهای مبتنی بر شبکه زیستشناسی، تکنیکهای بیومتریک هوشمند و تشخیص چهره دو بعدی در مقابل سه بعدی.
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.
Front Matter....Pages -
An Ensemble of Neural Networks for Stock Trading Decision Making....Pages 1-10
A SOM Based Stereo Pair Matching Algorithm for 3-D Particle Tracking Velocimetry....Pages 11-20
Spiking Neural Network Performs Discrete Cosine Transform for Visual Images....Pages 21-29
Spam Detection Based on a Hierarchical Self-Organizing Map....Pages 30-37
The Analysis of the Energy Function of Chaotic Neural Network with White Noise....Pages 38-47
The Classification of a Simulation Data of a Servo System via Evolutionary Artificial Neural Networks....Pages 48-54
A New Source and Receiver Localization Method with Erroneous Receiver Positions....Pages 55-63
Interactive Genetic Algorithms with Variational Population Size....Pages 64-73
A Unified Direct Approach to Image Registration and Object Recognition with a Hybrid Evolutionary Algorithm....Pages 74-84
Two Step Template Matching Method with Correlation Coefficient and Genetic Algorithm....Pages 85-90
A Framework on Rough Set-Based Partitioning Attribute Selection....Pages 91-100
On Multi-soft Sets Construction in Information Systems....Pages 101-110
Knowledge Representation and Consistency Checking in a Norm-Parameterized Fuzzy Description Logic....Pages 111-123
Using Intelligent System for Reservoir Properties Estimation....Pages 124-133
Fuzzy Support Vector Classification Based on Fuzzy Optimization....Pages 134-143
An FIS for Early Detection of Defect Prone Modules....Pages 144-153
Variable Precision Concepts and Its Applications for Query Expansion....Pages 154-165
The Application of Intuitionistic Fuzzy Theory in Radar Target Identification....Pages 166-173
On the Robustness of Type-1 and Type-2 Fuzzy Tests vs. ANOVA Tests on Means....Pages 174-183
Combining Global Model and Local Adaptive Neuro-Fuzzy Network....Pages 184-189
On Some Properties of Generalized Symbolic Modifiers and Their Role in Symbolic Approximate Reasoning....Pages 190-208
A New Differential Evolution Algorithm with Random Mutation....Pages 209-214
An Improved Harmony Search Algorithm for the Location of Critical Slip Surfaces in Slope Stability Analysis....Pages 215-222
An Improved PSO Algorithm Encoding a priori Information for Nonlinear Approximation....Pages 223-231
Multi-objective Oriented Search Algorithm for Multi-objective Reactive Power Optimization....Pages 232-241
Combined Discrete Particle Swarm Optimization and Simulated Annealing for Grid Computing Scheduling Problem....Pages 242-251
Profile Based Algorithm to Topic Spotting in Reuter21578....Pages 252-257
Training Neural Networks for Protein Secondary Structure Prediction: The Effects of Imbalanced Data Set....Pages 258-265
Rough Set Theory in Pavement Maintenance Decision....Pages 266-275
Using Control Theory for Analysis of Reinforcement Learning and Optimal Policy Properties in Grid-World Problems....Pages 276-285
Adaptive Chaotic Cultural Algorithm for Hyperparameters Selection of Support Vector Regression....Pages 286-293
Application of a Case Base Reasoning Based Support Vector Machine for Financial Time Series Data Forecasting....Pages 294-304
Cost-Sensitive Supported Vector Learning to Rank Imbalanced Data Set....Pages 305-314
A Biologically Plausible Winner-Takes-All Architecture....Pages 315-326
Minimum Sum-of-Squares Clustering by DC Programming and DCA....Pages 327-340
An Effective Hybrid Algorithm Based on Simplex Search and Differential Evolution for Global Optimization....Pages 341-350
Differential Evolution with Level Comparison for Constrained Optimization....Pages 351-360
Tactical Aircraft Pop-Up Attack Planning Using Collaborative Optimization....Pages 361-370
Stereo Vision Based Motion Parameter Estimation....Pages 371-380
Binary Sequences with Good Aperiodic Autocorrelations Using Cross-Entropy Method....Pages 381-385
Agent Based Modeling of Atherosclerosis: A Concrete Help in Personalized Treatments....Pages 386-396
MotifMiner: A Table Driven Greedy Algorithm for DNA Motif Mining....Pages 397-406
A New Method of Morphological Associative Memories....Pages 407-416
A New Method of Color Map Segmentation Based on the Self-organizing Neural Network....Pages 417-423
A Quantum Particle Swarm Optimization Used for Spatial Clustering with Obstacles Constraints....Pages 424-433
Fuzzy Failure Analysis of Automotive Warranty Claims Using Age and Mileage Rate....Pages 434-439
A Fuzzy-GA Wrapper-Based Constructive Induction Model....Pages 440-449
Warning List Identification Based on Reliability Knowledge in Warranty Claims Information System....Pages 450-457
Cluster Analysis and Fuzzy Query in Ship Maintenance and Design....Pages 458-467
A Semantic Lexicon-Based Approach for Sense Disambiguation and Its WWW Application....Pages 468-477
The Establishment of Verb Logic and Its Application in Universal Emergency Response Information System Design....Pages 478-491
An AIS-Based E-mail Classification Method....Pages 492-499
A New Intrusion Detection Method Based on Antibody Concentration....Pages 500-509
Research of the Method of Local Topography Rapid Reconstructed....Pages 510-516
A Novel User Created Message Application Service Design for Bidirectional TPEG....Pages 517-526
An Empirical Study of the Convergence of RegionBoost....Pages 527-535
Towards a Better Understanding of Random Forests through the Study of Strength and Correlation....Pages 536-545
Learning Hereditary and Reductive Prolog Programs from Entailment....Pages 546-555
A Novel Local Sensitive Frontier Analysis for Feature Extraction....Pages 556-565
Locality Preserving Discriminant Projections....Pages 566-572
Retracted: Using Bayesian Network and AIS to Perform Feature Subset Selection....Pages 573-580
Construction of the Ensemble of Logical Models in Cluster Analysis....Pages 581-590
Ordinal Regression with Sparse Bayesian....Pages 591-599
GLRT Based Fault Detection in Sensor Drift Monitoring System....Pages 600-609
A Support System for Making Archive of Bi-directional Remote Lecture – Photometric Calibration –....Pages 610-617
Conflict-Free Incremental Learning....Pages 618-626
Supervised Isomap for Plant Leaf Image Classification....Pages 627-634
Integration of Genomic and Proteomic Data to Predict Synthetic Genetic Interactions Using Semi-supervised Learning....Pages 635-644
A Method of Plant Leaf Recognition Based on Locally Linear Embedding and Moving Center Hypersphere Classifier....Pages 645-651
Survey of Gait Recognition....Pages 652-659
Fingerprint Enhancement and Reconstruction....Pages 660-669
A Level Set Based Segmentation Method for Images with Intensity Inhomogeneity....Pages 670-679
Analysis of Enterprise Workflow Solutions....Pages 680-687
Cooperative Spectrum Sensing Using Enhanced Dempster-Shafer Theory of Evidence in Cognitive Radio....Pages 688-697
A Secure Distributed Spectrum Sensing Scheme in Cognitive Radio....Pages 698-707
An Optimal Data Fusion Rule in Cluster-Based Cooperative Spectrum Sensing....Pages 708-717
Exact Bit Error Probability of Multi-hop Decode-and-Forward Relaying with Selection Combining....Pages 718-727
A Cooperative Transmission Scheme for Cluster Based Wireless Sensor Networks....Pages 728-737
A Packet Scheduling Algorithm for IEEE 802.22 WRAN Systems and Calculation Reduction Method Thereof....Pages 738-747
Study on Multi-Depots Vehicle Scheduling Problem and Its Two-Phase Particle Swarm Optimization....Pages 748-756
Image Segmentation to HSI Model Based on Improved Particle Swarm Optimization....Pages 757-765
Emotional Particle Swarm Optimization....Pages 766-775
Symbiotic Multi-swarm PSO for Portfolio Optimization....Pages 776-784
A Novel Particle Swarm Optimization with Non-linear Inertia Weight Based on Tangent Function....Pages 785-793
Particle Swarm Optimizer Based on Dynamic Neighborhood Topology....Pages 794-803
An Improved Two-Stage Camera Calibration Method Based on Particle Swarm Optimization....Pages 804-813
EMD Based Power Spectral Pattern Analysis for Quasi-Brain-Death EEG....Pages 814-823
Proposal of Ride Comfort Evaluation Method Using the EEG....Pages 824-833
Image Reconstruction Using NMF with Sparse Constraints Based on Kurtosis Measurement Criterion....Pages 834-840
A Cyanobacteria Remote Monitoring System....Pages 841-848
Study on Fault Diagnosis of Rolling Mill Main Transmission System Based on EMD-AR Model and Correlation Dimension....Pages 849-857
Analysis of Mixed Inflammable Gases Based on Single Sensor and RBF Neural Network....Pages 858-864
Image Segmentation of Level Set Based on Maximization of Between-Class Variance and Distance Constraint Function....Pages 865-874
Active MMW Focal Plane Imaging System....Pages 875-881
Application of RBF Network Based on Immune Algorithm in Human Speaker Recognition....Pages 882-889
Adaptive Immune Response Network Model....Pages 890-898
Researches on Robust Fault-Tolerant Control for Actuator Failures in Time-Varying Delay System....Pages 899-911
Design of a Single-Phase Grid-Connected Photovoltaic Systems Based on Fuzzy-PID Controller....Pages 912-919
Ontology-Based Decision Support for Security Management in Heterogeneous Networks....Pages 920-927
A Constrained Approximation Algorithm by Encoding Second-Order Derivative Information into Feedforward Neural Networks....Pages 928-934
Weighted Small World Complex Networks: Smart Sliding Mode Control....Pages 935-944
A Novel Method to Robust Tumor Classification Based on MACE Filter....Pages 945-954
Ensemble Classifiers Based on Kernel PCA for Cancer Data Classification....Pages 955-964
A Method for Multiple Sequence Alignment Based on Particle Swarm Optimization....Pages 965-973
Inference of Differential Equation Models by Multi Expression Programming for Gene Regulatory Networks....Pages 974-983
Function Sequence Genetic Programming....Pages 984-992
Speech Emotion Recognition Research Based on Wavelet Neural Network for Robot Pet....Pages 993-1000
Device Integration Approach to OPC UA-Based Process Automation Systems with FDT/DTM and EDDL....Pages 1001-1012
A SOA-Based Framework for Building Monitoring and Control Software Systems....Pages 1013-1027
Data Fusion Algorithm Based on Event-Driven and Minimum Delay Aggregation Path in Wireless Sensor Network....Pages 1028-1038
Handling Multi-channel Hidden Terminals Using a Single Interface in Cognitive Radio Networks....Pages 1039-1048
Network Construction Using IEC 61400-25 Protocol in Wind Power Plants....Pages 1049-1058
Stability and Stabilization of Nonuniform Sampling Systems Using a Matrix Bound of a Matrix Exponential....Pages 1059-1066
Implementation of Induction Motor Control System Using Matrix Converter Based on CAN Network and Dual-Port RAM....Pages 1067-1074
Fuzzy Data Fusion for Updating Information in Modeling Drivers’ Choice Behavior....Pages 1075-1084
Multi-view Ear Recognition Based on Moving Least Square Pose Interpolation....Pages 1085-1095
Experimental Comparison among 3D Innovative Face Recognition Frameworks....Pages 1096-1105
Retinal Vessel Extraction by a Combined Neural Network–Wavelet Enhancement Method....Pages 1106-1116
Erratum to: Using Bayesian Network and AIS to Perform Feature Subset Selection....Pages E1-E1
Back Matter....Pages -