توضیحاتی در مورد کتاب Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence: 7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011, Revised Selected Papers
نام کتاب : Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence: 7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011, Revised Selected Papers
ویرایش : 1
عنوان ترجمه شده به فارسی : تئوری ها و کاربردهای محاسبات هوشمند پیشرفته با جنبه های هوش مصنوعی: هفتمین کنفرانس بین المللی، ICIC 2011، ژنگژو، چین، 11-14 اوت 2011، مقالات منتخب اصلاح شده
سری : Lecture Notes in Computer Science 6839
نویسندگان : Gang Zhou, Ling Wang, Ye Xu, Shengyao Wang (auth.), De-Shuang Huang, Yong Gan, Phalguni Gupta, M. Michael Gromiha (eds.)
ناشر : Springer-Verlag Berlin Heidelberg
سال نشر : 2012
تعداد صفحات : 750
ISBN (شابک) : 9783642259432 , 9783642259449
زبان کتاب : English
فرمت کتاب : pdf
حجم کتاب : 25 مگابایت
بعد از تکمیل فرایند پرداخت لینک دانلود کتاب ارائه خواهد شد. درصورت ثبت نام و ورود به حساب کاربری خود قادر خواهید بود لیست کتاب های خریداری شده را مشاهده فرمایید.
توضیحاتی در مورد کتاب :
این کتاب مجموعه مقالات پس از کنفرانس با داوری کامل هفتمین کنفرانس بین المللی محاسبات هوشمند، ICIC 2011، که در ژنگژو، چین، در آگوست 2011 برگزار شد، است. مقالات در بخش های موضوعی در مورد محاسبات هوشمند در زمان بندی سازماندهی شده اند. توصیفگرهای ویژگی محلی برای پردازش و تشخیص تصویر؛ بهینه سازی ترکیبی و عددی؛ نظریه و روش های یادگیری ماشین؛ کنترل هوشمند و اتوماسیون؛ بازنمایی دانش/استدلال و سیستم های خبره؛ محاسبات هوشمند در تشخیص الگو؛ محاسبات هوشمند در پردازش تصویر؛ محاسبات هوشمند در بینایی کامپیوتر؛ بیومتریک با کاربرد در علوم امنیتی/پزشکی فردی؛ مدل سازی، تئوری و کاربردهای سیستم های مثبت؛ روش ها و کاربردهای یادگیری چندگانه پراکنده؛ پیشرفت در پردازش هوشمند اطلاعات.
فهرست مطالب :
Front Matter....Pages -
An Effective Artificial Bee Colony Algorithm for Multi-objective Flexible Job-Shop Scheduling Problem....Pages 1-8
An Estimation of Distribution Algorithm for the Flexible Job-Shop Scheduling Problem....Pages 9-16
A Modified Inver-over Operator for the Traveling Salesman Problem....Pages 17-23
A Novel Multi-objective Particle Swarm Optimization Algorithm for Flow Shop Scheduling Problems....Pages 24-31
Minimizing the Total Flow Time for Lot Streaming Flow Shop Using an Effective Discrete Harmony Search Algorithm....Pages 32-40
Two Techniques to Improve the NEH Algorithm for Flow-Shop Scheduling Problems....Pages 41-48
Flexible Job Shop Scheduling Using a Multiobjective Memetic Algorithm....Pages 49-56
A Genetic Algorithm for the Economic Lot Scheduling Problem under Extended Basic Period Approach and Power-of-Two Policy....Pages 57-65
A Multi-objective Hybrid Discrete Harmony Search Algorithm for Lot-Streaming Flow Shop Scheduling Problem....Pages 66-73
A Dynamic Berth Allocation Problem with Priority Considerations under Stochastic Nature....Pages 74-82
A DE Based Variable Iterated Greedy Algorithm for the No-Idle Permutation Flowshop Scheduling Problem with Total Flowtime Criterion....Pages 83-90
Minimizing the Total Flowtime Flowshop with Blocking Using a Discrete Artificial Bee Colony....Pages 91-97
Texture Image Classification Using Complex Texton....Pages 98-104
A Perceptually Motivated Morphological Strategy for Shape Retrieval....Pages 105-111
Theories and Applications of LBP: A Survey....Pages 112-120
Vibration Control of a Vehicle Using Hybrid Genetic Algorithm....Pages 121-128
Dynamics of a Two Prey One Predator Fishery with Low Predator Density....Pages 129-137
Natural vs. Unnatural Decomposition in Cooperative Coevolution....Pages 138-147
A Method to Improve Performance of Heteroassociative Morphological Memories....Pages 148-153
A Restrained Optimal Perturbation Method for Solving the Inverse Problem in Reverse Process of Convection Diffusion Equation....Pages 154-161
Overdetermined Blind Source Separation by Gaussian Mixture Model....Pages 162-169
New Chosen Ciphertext Secure Public Key Encryption in the Standard Model with Public Verifiability....Pages 170-176
Lazy Learning for Multi-class Classification Using Genetic Programming....Pages 177-182
Actor-Critic Algorithm Based on Incremental Least-Squares Temporal Difference with Eligibility Trace....Pages 183-188
Active and Passive Nearest Neighbor Algorithm: A Newly-Developed Supervised Classifier....Pages 189-196
Support Vector Machines for User-Defined Sheets Recognition in Complex Environment....Pages 197-202
A New Multi-swarm Multi-objective Particle Swarm Optimization Based on Pareto Front Set....Pages 203-210
Interval Type-2 Fuzzy Markov Chains: Type Reduction....Pages 211-218
A Multi-agent Reinforcement Learning with Weighted Experience Sharing....Pages 219-225
Asymmetric Constraint Optimization Based Adaptive Boosting for Cascade Face Detector....Pages 226-234
Translation Model of Myanmar Phrases for Statistical Machine Translation....Pages 235-242
A Multi-objective Genetic Optimization Technique for the Strategic Design of Distribution Networks....Pages 243-250
Ordinal Optimization-Based Multi-energy System Scheduling for Building Energy Saving....Pages 251-259
Three Levels Intelligent Incident Detection Algorithm of Smart Traffic in the Digital City....Pages 260-266
PID Controller Tuning Using Multi-objective Optimization Based on Fused Genetic-Immune Algorithm and Immune Feedback Mechanism....Pages 267-276
Based on Analyzing Closeness and Authority for Ranking Expert in Social Network....Pages 277-283
The Effects of Forex Intervention: A Simultaneous Equations Model....Pages 284-291
A New Method of Underground Radio Noise Distribution Measure....Pages 292-299
Fuzzy PI Controller for Grid-Connected Inverters....Pages 300-308
Improvement of Path Planning in Mobile Beacon Assisted Positioning....Pages 309-316
A Comprehensive Study on IEC61850 Process Bus Architecture and Spit Bus Based Differential Protection....Pages 317-324
Sliding Mode Observer Based Anti-Windup PI Speed Controller for Permanent Magnet Synchronous Motors....Pages 325-332
Probe into Principle of Expert System in Psychological Warfare....Pages 333-340
Structural Fault Diagnosis of Rotating Machinery Based on Distinctive Frequency Components and Support Vector Machines....Pages 341-348
Comparative Research on Methodologies for Domain Ontology Development....Pages 349-356
The Comparison between Histogram Method and Index Method in Selectivity Estimation....Pages 357-362
Semantic Pattern-Based User Interactive Question Answering: User Interface Design and Evaluation....Pages 363-370
PSO Based Wireless Sensor Networks Coverage Optimization on DEMs....Pages 371-378
Real-Time Speech Recognition in a Multi-talker Reverberated Acoustic Scenario....Pages 379-386
Network Security Situation Assessment Based on HMM....Pages 387-394
Face Recognition Based on Rearranged Modular 2DPCA....Pages 395-403
Face Recognition from Visible and Near-Infrared Images Using Boosted Directional Binary Code....Pages 404-411
A Systematic Algorithm for Fingerprint Image Quality Assessment....Pages 412-420
Texture Classification Based on Contourlet Subband Clustering....Pages 421-426
An Iris Recognition Approach with SIFT Descriptors....Pages 427-434
A New Wood Recognition Method Based on Gabor Entropy....Pages 435-440
Age Estimation of Facial Images Based on a Super-Resolution Reconstruction Algorithm....Pages 441-446
A Wearable Physical Activity Sensor System: Its Classification Algorithm and Performance Comparison of Different Sensor Placements....Pages 447-454
Towards Adaptive Classification of Motor Imagery EEG Using Biomimetic Pattern Recognition....Pages 455-460
Comparison of Scalable ACC and MC-CDMA for Practical Video Fingerprinting Scheme....Pages 461-468
Fast Single Image Super-Resolution by Self-trained Filtering....Pages 469-475
High-Performance Video Based Fire Detection Algorithms Using a Multi-core Architecture....Pages 476-483
Plant Classification Based on Multilinear Independent Component Analysis....Pages 484-490
Knowledge Based Agent for Intelligent Traffic Light Control – An Indian Perspective....Pages 491-501
Mass Segmentation in Mammograms Based on Improved Level Set and Watershed Algorithm....Pages 502-508
Unsupervised Texture Segmentation Algorithm Based on Novel Scale Exponent Features....Pages 509-515
Face Aging Simulation Based on NMF Algorithm with Sparseness Constraints....Pages 516-522
Robotic Wheelchair Moving with Caregiver Collaboratively....Pages 523-532
Exploration Strategy Related Design Considerations of WSN-Aided Mobile Robot Exploration Teams....Pages 533-540
A New Background Subtraction Method Using Texture and Color Information....Pages 541-548
Design and Implementation of Edge Detection Algorithm Using Digital Signal Controller (DSC)....Pages 549-556
Long-View Player Detection Framework Algorithm in Broadcast Soccer Videos....Pages 557-564
Building Face Reconstruction from Sparse View of Monocular Camera....Pages 565-572
Urban Traffic Monitoring System....Pages 573-580
A Gesture Recognition System Using One-Pass DP Method....Pages 581-587
Hand Gesture Tracking and Recognition System for Control of Consumer Electronics....Pages 588-593
No-Reference Image Quality Assessment for Facial Images....Pages 594-601
Palmprint Based Recognition System Using Local Structure Tensor and Force Field Transformation....Pages 602-607
Modified Geometric Hashing for Face Database Indexing....Pages 608-613
Globe Robust Stability Analysis for Interval Neutral Systems....Pages 614-621
Exponential Stability of Nonlinear Switched Delay Systems....Pages 622-629
Mass Classification with Level Set Segmentation and Shape Analysis for Breast Cancer Diagnosis Using Mammography....Pages 630-637
The Connections between Principal Component Analysis and Dimensionality Reduction Methods of Manifolds....Pages 638-643
Step Length Adaptation by Generalized Predictive Control....Pages 644-649
An Video Shot Segmentation Scheme Based on Adaptive Binary Searching and SIFT....Pages 650-655
Memristors by Quantum Mechanics....Pages 656-663
Generating Test Data for Both Paths Coverage and Faults Detection Using Genetic Algorithms....Pages 664-671
MMW Image Reconstruction Combined NNSC Shrinkage Technique and PDEs Algorithm....Pages 672-679
Construction of Embedded Ethernet Based on MCF52259....Pages 680-686
Image Magnification Method Based on Linear Interpolation and Wavelet and PDE....Pages 687-693
Research of Detecting Mixed Flammable Gases with a Single Catalytic Sensor Based on RBF Neural Network....Pages 694-700
Palm Recognition Using Fast Sparse Coding Algorithm....Pages 701-707
Speaker Recognition Based on Principal Component Analysis and Probabilistic Neural Network....Pages 708-715
Benchmarking Data Mining Methods in CAT....Pages 716-726
Back Matter....Pages -
توضیحاتی در مورد کتاب به زبان اصلی :
This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Intelligent Computing, ICIC 2011, held in Zhengzhou, China, in August 2011. The 94 revised full papers presented were carefully reviewed and selected from 832 submissions. The papers are organized in topical sections on intelligent computing in scheduling; local feature descriptors for image processing and recognition; combinatorial and numerical optimization; machine learning theory and methods; intelligent control and automation; knowledge representation/reasoning and expert systems; intelligent computing in pattern recognition; intelligent computing in image processing; intelligent computing in computer vision; biometrics with applications to individual security/forensic sciences; modeling, theory, and applications of positive systems; sparse manifold learning methods and applications; advances in intelligent information processing.