Advances in Neural Networks -- ISNN 2011 : 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29--June 1, 2011, Prodceedings, Part III

by Liu, Derong; Zhang, Huaguang; Polycarpou, Marios; Alippi, Cesare; He, Haibo

• ISBN13: 9783642211102
• ISBN10: 3642211100
• Format: Paperback
• Copyright: 2011-06-30
• Publisher: Springer-Verlag New York Inc

Summary

The three-volume set LNCS 6675, 6676 and 6677 constitutes the refereed proceedings of the 8th International Symposium on Neural Networks, ISNN 2011, held in Guilin, China, in May/June 2011. The total of 215 papers presented in all three volumes were carefully reviewed and selected from 651 submissions. The contributions are structured in topical sections on computational neuroscience and cognitive science; neurodynamics and complex systems; stability and convergence analysis; neural network models; supervised learning and unsupervised learning; kernel methods and support vector machines; mixture models and clustering; visual perception and pattern recognition; motion, tracking and object recognition; natural scene analysis and speech recognition; neuromorphic hardware, fuzzy neural networks and robotics; multi-agent systems and adaptive dynamic programming; reinforcement learning and decision making; action and motor control; adaptive and hybrid intelligent systems; neuroinformatics and bioinformatics; information retrieval; data mining and knowledge discovery; and natural language processing.

Table of Contents

Reinforcement Learning and Decision Making
An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control	p. 1
Adaptive Dual Heuristic Programming Based on Delta-Bar-Delta Learning Rule	p. 11
A Design Decision-Making Support Model for Prioritizing Affective Qualities of Product	p. 21
Local Search Heuristics for Robotic Routing Planner	p. 31
Action and Motor Control
Fuzzy Disturbance-Observer Based Control of Electrically Driven Free-Floating Space Manipulator	p. 41
Dynamic Neural Network Control for Voice Coil Motor with Hysteresis Behavior	p. 50
A New Model Reference Adaptive Control of PMSM Using Neural Network Generalized Inverse	p. 58
RBF Neural Network Application in Internal Model Control of Permanent Magnet Synchronous Motor	p. 68
Transport Control of Underactuated Cranes	p. 77
Sliding Mode Prediction Based Tracking Control for Discrete-time Nonlinear Systems	p. 84
Adaptive and Hybrid Intelligent Systems
A Single Shot Associated Memory Based Classification Scheme for WSN	p. 94
Dynamic Structure Neural Network for Stable Adaptive Control of Nonlinear Systems	p. 104
A Position-Velocity Cooperative Intelligent Controller Based on the Biological Neuroendocrine System	p. 112
A Stable Online Self-Constructing Recurrent Neural Network	p. 122
Evaluation of SVM Classification of Avatar Facial Recognition	p. 132
Optimization Control of Rectifier in HVDC System with ADHDP	p. 143
Network Traffic Prediction Based on Wavelet Transform and Season ARIMA Model	p. 152
Dynamic Bandwidth Allocation for Preventing Congestion in Data Center Networks	p. 160
Software Comparison Dealing with Bayesian Networks	p. 168
Adaptive Synchronization on Edges of Complex Networks	p. 178
Application of Dual Heuristic Programming in Excitation System of Synchronous Generators	p. 188
A Neural Network Method for Image Resolution Enhancement from a Multiple of Image Frames	p. 200
Multiparty Simultaneous Quantum Secure Direct Communication Based on GHZ States and Mutual Authentication	p. 209
A PSO-Based Bacterial Chemotaxis Algorithm and Its Application	p. 219
Predicting Stock Index Using an Integrated Model of NLICA, SVR and PSO	p. 228
Affective Classification in Video Based on Semi-supervised Learning	p. 238
Incorporating Feature Selection Method into Neural Network Techniques in Sales Forecasting of Computer Products	p. 246
Design of Information Granulation-Based Fuzzy Models with the Aid of Multi-objective Optimization and Successive Tuning Method	p. 256
Design of Fuzzy Radial Basis Function Neural Networks with the Aid of Multi-objective Optimization Based on Simultaneous Tuning	p. 264
The Research of Power Battery with Ultra-capacitor for Hybrid Vehicle	p. 274
Neuroinformatics and Bioinformatics
Stability Analysis of Genetic Regulatory Networks with Mixed Time-Delays	p. 280
Representing Boolean Functions Using Polynomials: More Can Offer Less	p. 290
The Evaluation of Land Utilization Intensity Based on Artificial Neural Network: A Case of Zhejiang Province	p. 297
Dimension Reduction of RCE Signal by PCA and LPP for Estimation of the Sleeping	p. 306
Prediction of Oxygen Decarburization Efficiency Based on Mutual Information Case-Based Reasoning	p. 313
Off-line Signature Verification Based on Multitask Learning	p. 323
Modeling and Classification of sEMG Based on Instrumental Variable Identification	p. 331
Modeling and Classification of sEMG Based on Blind Identification Theory	p. 340
Micro-Blood Vessel Detection Using K-Means Clustering and Morphological Thinning	p. 348
PCA Based Regional Mutual Information for Robust Medical Image Registration	p. 355
Discrimination of Thermophilic and Mesophilic Proteins via Artificial Neural Networks	p. 363
Information Retrieval
Using Grey Relation Analysis and TOPSIS to Measure PCB Manufacturing Firms Efficiency in Taiwan	p. 370
Application of Neural Network for the Prediction of Eco-efficiency	p. 380
Using Associative Memories for Image Segmentation	p. 388
Web Recommendation Based on Back Propagation Neural Networks	p. 397
A Multi-criteria Target Monitoring Strategy Using MinMax Operator in Formed Virtual Sensor Networks	p. 407
Data Mining and Knowledge Discovery
Application of a Novel Data Mining Method Based on Wavelet Analysis and Neural Network Satellite Clock Bias Prediction	p. 416
Particle Competition and Cooperation for Uncovering Network Overlap Community Structure	p. 426
Part-Based Transfer Learning	p. 434
A Parallel Wavelet Algorithm Based on Multi-core System and Its Application in the Massive Data Compression	p. 442
Predicting Carbon Emission in an Environment Management System	p. 450
Classification of Pulmonary Nodules Using Neural Network Ensemble	p. 460
Combined Three Feature Selection Mechanisms with LVQ Neural Network for Colon Cancer Diagnosis	p. 467
Estimation of Groutability of Permeation Grouting with Microfine Cement Grouts Using RBFNN	p. 475
Improving Text Classification with Concept Index Terms and Expansion Terms	p. 485
Automated Personal Course Scheduling Adaptive Spreading Activation Model	p. 493
Transfer Learning through Domain Adaptation	p. 505
The Design of Evolutionary Multiple Classifier System for the Classification of Microarray Data	p. 513
Semantic Oriented Clustering of Documents	p. 523
Support Vector Machines versus Back Propagation Algorithm for Oil Price Prediction	p. 530
Ultra-Short Term Prediction of Wind Power Based on Multiples Model Extreme Leaning Machine	p. 539
Burs T: A Dynamic Term Weighting Scheme for Mining Microblogging Messages	p. 548
Towards an RDF Encoding of ConceptNet	p. 558
Modeling of Potential Customers Identification Based on Correlation Analysis and Decision Tree	p. 566
An Innovative Feature Selection Using Fuzzy Entropy	p. 576
Study on the Law of Short Fatigue Crack Using Genetic Algorithm-BP Neural Networks	p. 586
Natural Language Processing
Large Vocabulary Continuous Speech Recognition of Uyghur: Basic Research of Decoder	p. 594
Sentic Medoids: Organizing Affective Common Sense Knowledge in a Multi-dimensional Vector Space	p. 601
Detecting Emotions in Social Affective Situations Using the EmotiNet Knowledge Base	p. 611
3-Layer Ontology Based Query Expansion for Searching	p. 621
Chinese Speech Recognition Based on a Hybrid SVM and HMM Architecture	p. 629
Author Index	p. 637
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