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ویرایش: [1 ed.] نویسندگان: Xinglong Zhu, Ying Zhang, Luyang Li, Longqin Gao, Jiping Zhou (auth.), Hepu Deng, Duoqian Miao, Jingsheng Lei, Fu Lee Wang (eds.) سری: Lecture Notes in Computer Science 7004 Lecture Notes in Artificial Intelligence ISBN (شابک) : 3642238955, 9783642238963 ناشر: Springer-Verlag Berlin Heidelberg سال نشر: 2011 تعداد صفحات: 678 [698] زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 13 Mb
در صورت تبدیل فایل کتاب Artificial Intelligence and Computational Intelligence: Third International Conference, AICI 2011, Taiyuan, China, September 24-25, 2011, Proceedings, Part III 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 هوش مصنوعی و هوش محاسباتی: سومین کنفرانس بین المللی، AICI 2011، Taiyuan، China، 24-25 سپتامبر 2011، پرونده، قسمت سوم 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 مجموعه مقالات سه جلدی شامل مقالات منتخب تجدید نظر شده از
دومین کنفرانس بین المللی هوش مصنوعی و هوش محاسباتی، AICI
2011، که در تایوان، چین، در سپتامبر 2011 برگزار شد.
مجموع 265 مقاله با کیفیت بالا ارائه شد. به دقت بررسی و از بین
1073 مورد ارسالی انتخاب شد. موضوعات قسمت سوم تحت پوشش عبارتند
از: بینایی ماشین. پردازش زبان طبیعی؛ محاسبه طبیعت؛ محاسبات
عصبی؛ شبکه های عصبی؛ بهینه سازی ازدحام ذرات؛ الگو شناسی؛
نظریه مجموعه های خشن؛ و ماشین بردار پشتیبانی می کند.
This three-volume proceedings contains revised selected
papers from the Second International Conference on Artificial
Intelligence and Computational Intelligence, AICI 2011, held
in Taiyuan, China, in September 2011.
The total of 265 high-quality papers presented were carefully
reviewed and selected from 1073 submissions. The topics of
Part III covered are: machine vision; natural language
processing; nature computation; neural computation; neural
networks; particle swarm optimization; pattern recognition;
rough set theory; and support vector machine.
Front Matter....Pages -
An Algorithm of Determining the Plane Based on Monocular Vision and Laser Loop....Pages 1-11
A Novel Content-Based Image Retrieval Approach Using Fuzzy Combination of Color and Texture....Pages 12-23
Control System of the Explosive Ordnance Disposal Robot Based on Active Eye-to-Hand Binocular Vision....Pages 24-31
Obstacles Detection in Dust Environment with a Single Image....Pages 32-38
An Object Recognition Strategy Base upon Foreground Detection....Pages 39-46
Camera Self-calibration Based on the Vanishing Points....Pages 47-53
Lane Detection in Critical Shadow Conditions Based on Double A/D Convertors Camera....Pages 54-62
Image Selection Based on Grayscale Features in Robotic Welding....Pages 63-70
A New Shape from Shading Approach for Specular Surfaces....Pages 71-78
Image Feature to Take the Edge of the Research Methods by Anisotropic Diffusion....Pages 79-85
Fabric Defect Detection Based on Computer Vision....Pages 86-91
A New Answer Analysis Approach for Chinese Yes-No Question....Pages 92-103
A Novel Pattern Matching Method for Chinese Metaphor Identification and Classification....Pages 104-114
A Decoding Method of System Combination Based on Hypergraph in SMT....Pages 115-125
Automatically Ranking Reviews Based on the Ordinal Regression Model....Pages 126-134
A Comparison of Whitespace Normalization Methods in a Text Art Extraction Method with Run Length Encoding....Pages 135-142
Decoding Optimization for Chinese-English Machine Translation via a Dependent Syntax Language Model....Pages 143-150
Multi-task Learning for Word Alignment and Dependency Parsing....Pages 151-158
3D Human Motion Retrieval Based on ISOMAP Dimension Reduction....Pages 159-169
Biomimetic Pattern Face Recognition Based on DCT and LDA....Pages 170-177
Model Identification of Coal Main Fans in Mine Based on Neural Network....Pages 178-185
Multiscale Finite Element Methods for Heat Equation in Three Dimension Honeycomb Structure....Pages 186-194
Outlier-Tolerant Fitting and Online Diagnosis of Outliers in Dynamic Process Sampling Data Series....Pages 195-203
Cooperative Interactive Cultural Algorithms Based on Dynamic Knowledge Alliance....Pages 204-211
Group Search Optimizer with Interactive Dynamic Neighborhood....Pages 212-219
Identification of Parameters in Chemical Kinetics Using a Hybrid Algorithm of Artificial Bee Colony Algorithm and Simplex....Pages 220-227
Extraction of Breast Cancer Areas in Mammography Using a Neural Network Based on Multiple Features....Pages 228-235
Software Dependability Metrics and Analysis Based on AADL Error Model....Pages 236-244
Online Hand Gesture Recognition Using Surface Electromyography Based on Flexible Neural Trees....Pages 245-253
A Saturation Binary Neural Network for Crossbar Switching Problem....Pages 254-261
Financial Data Forecasting by Evolutionary Neural Network Based on Ant Colony Algorithm....Pages 262-269
RVAB: Rational Varied-Depth Search in Siguo Game....Pages 270-277
Performance Modeling of Engine Based on Artificial Neural Networks....Pages 278-285
Approximation of Curves Contained on the Surface by Freed-Forward Neural Networks....Pages 286-292
Attractors of Discrete Cellular Neural Networks....Pages 293-299
Artificial Neural Networks Based War Scene Classification Using Various Feature Extraction Methods: A Comparative Study....Pages 300-309
Resolve of Multicomponent Mixtures Using Voltammetry and a Hybrid Artificial Neural Network Method....Pages 310-317
Application of Neural Network in Trajectory Planning of the Entry Vehicle for Variable Targets....Pages 318-325
An Optimization Algorithm for WNN Based on Immune Particle Swarm....Pages 326-333
A Study of Sudden Noise Resistance Based on Four-Layer Feed-Forward Neural Network Blind Equalization Algorithm....Pages 334-339
SVM Based MLP Neural Network Algorithm and Application in Intrusion Detection....Pages 340-345
Training Neural Networks by Rational Weight Functions....Pages 346-353
An Efficient Graph Coloring Algorithm by Merging a Rapid Strategy into a Transiently Chaotic Neural Network with Hysteretic Output Function....Pages 354-361
Study of Detection Method of Cashmere and Wool Based on Near Infrared Spectroscopy and Elman Neural Network....Pages 362-369
Research on Edge Detection Algorithm of Rotary Kiln Infrared Color Image....Pages 370-377
LVQ Neural Network Based Classification Decision Approach to Mechanism Type in Conceptual Design....Pages 378-384
Research of Bayesian Networks Application to Transformer Fault Diagnosis....Pages 385-391
A Noise-Robust Speech Recognition System Based on Wavelet Neural Network....Pages 392-397
Drop Fingerprint Recognition Based on Feature Extraction and Probabilistic Neural Networks....Pages 398-403
Bibliometric Analysis of Particle Swarm Optimization (PSO) Research 2000-2010....Pages 404-411
A Modified Quantum-Inspired Particle Swarm Optimization Algorithm....Pages 412-419
DHMM Speech Recognition Algorithm Based on Immune Particle Swarm Vector Quantization....Pages 420-427
Intelligent Tuning Method in Designing of Two-Degree-of-Freedom PID Regulator Parameters....Pages 428-435
A Simple Way for Parameter Selection of Standard Particle Swarm Optimization....Pages 436-443
Blind Source Separation Algorithm Based on PSO and Algebraic Equations of Order Two....Pages 444-450
Human Action Recognition Based on Random Spectral Regression....Pages 451-461
Wheeled Mobile Robot Control Based on SVM and Nonlinear Control Laws....Pages 462-471
Image Recognition by Affine Tchebichef Moment Invariants....Pages 472-480
Analysis of Conditional Independence Relationship and Applications Based on Layer Sorting in Bayesian Networks....Pages 481-488
Face Recognition Based on Real AdaBoost and Kalman Forecast....Pages 489-496
A Complete Gradient Clustering Algorithm....Pages 497-504
Dimensionality Reduction with Category Information Fusion and Non-negative Matrix Factorization for Text Categorization....Pages 505-512
Uncorrelated Neighborhood Preserving Projections for Face Recognition....Pages 513-520
Extracting Hyponymy Patterns in Tibetan Language to Enrich Minority Languages Knowledge Base....Pages 521-528
Kernel Based Visual Tracking with Reasoning about Adaptive Distribution Image....Pages 529-536
A Novel Community Structure Detection Algorithm for Complex Networks Analysis Based on Coulomb’s Law....Pages 537-544
Dynamic Texture Modeling Applied on Computer Vision Based Fire Recognition....Pages 545-553
Adaptively Weighted Subpattern-Based Isometric Projection for Face Recognition....Pages 554-561
An Improvement to Matrix-Based LDA....Pages 562-568
Weighted Principal Component Analysis....Pages 569-574
Pattern Recognition of Hand Gesture Based on LVQ Neutral Network....Pages 575-580
Estimating the Fundamental Matrix Using Second-Order Cone Programming....Pages 581-586
Attribute Reduction in Incomplete Information Systems....Pages 587-594
A Method of Uncertainty Measure in Set-Valued Ordered Information Systems....Pages 595-603
Rough Kernel Clustering Algorithm with Adaptive Parameters....Pages 604-610
Soft Sensor Modeling and Simulation Research of Flotation Cleaned Coal Ash of Slime....Pages 611-619
Support Vector Machines Based on Weighted Scatter Degree....Pages 620-629
ICESat-GLAS-Based Forest Type Classification Using SVM....Pages 630-638
Mine Working Face Gas Prediction Based on Weighted LS-SVM....Pages 639-647
Multi-spectral Remote Sensing Images Classification Method Based on SVC with Optimal Hyper-parameters....Pages 648-655
Space Edge Detection Based SVM Algorithm....Pages 656-663
Method for Determining Parameters of Posterior Probability SVM Based on Relative Cross Entropy....Pages 664-670
Back Matter....Pages -