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Neural Information Processing

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The three volume set LNCS 4232, LNCS 4233, and LNCS 4234 constitutes the refereed proceedings of the 13th International Conferenc... Weiterlesen
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Beschreibung

The three volume set LNCS 4232, LNCS 4233, and LNCS 4234 constitutes the refereed proceedings of the 13th International Conference on Neural Information Processing, ICONIP 2006, held in Hong Kong, China in October 2006. The 386 revised full papers presented were carefully reviewed and selected from 1175 submissions.



Inhalt

Bioinformatics and Biomedical Applications.- DRFE: Dynamic Recursive Feature Elimination for Gene Identification Based on Random Forest.- Gene Feature Extraction Using T-Test Statistics and Kernel Partial Least Squares.- An Empirical Analysis of Under-Sampling Techniques to Balance a Protein Structural Class Dataset.- Prediction of Protein Interaction with Neural Network-Based Feature Association Rule Mining.- Prediction of Protein Secondary Structure Using Nonlinear Method.- Clustering Analysis for Bacillus Genus Using Fourier Transform and Self-Organizing Map.- Recurrence Quantification Analysis of EEG Predicts Responses to Incision During Anesthesia.- Wavelet Spectral Entropy for Indication of Epileptic Seizure in Extracranial EEG.- The Study of Classification of Motor Imaginaries Based on Kurtosis of EEG.- Automatic Detection of Critical Epochs in coma-EEG Using Independent Component Analysis and Higher Order Statistics.- Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer's Disease.- Effect of Diffusion Weighting and Number of Sensitizing Directions on Fiber Tracking in DTI.- 3-D Reconstruction of Blood Vessels Skeleton Based on Neural Network.- Design of a Fuzzy Takagi-Sugeno Controller to Vary the Joint Knee Angle of Paraplegic Patients.- Characterization of Breast Abnormality Patterns in Digital Mammograms Using Auto-associator Neural Network.- Evolving Hierarchical RBF Neural Networks for Breast Cancer Detection.- Ovarian Cancer Prognosis by Hemostasis and Complementary Learning.- Multi-class Cancer Classification with OVR-Support Vector Machines Selected by Naïve Bayes Classifier.- Breast Cancer Diagnosis Using Neural-Based Linear Fusion Strategies.- A Quantitative Diagnostic Method Based on Bayesian Networks in Traditional Chinese Medicine.- Information Security.- High-Order Markov Kernels for Network Intrusion Detection.- Improved Realtime Intrusion Detection System.- A Distributed Neural Network Learning Algorithm for Network Intrusion Detection System.- A DGC-Based Data Classification Method Used for Abnormal Network Intrusion Detection.- Intrusion Alert Analysis Based on PCA and the LVQ Neural Network.- A Novel Color Image Watermarking Method Based on Genetic Algorithm and Neural Networks.- Color Image Watermarking Algorithm Using BPN Neural Networks.- A Novel Blind Digital Watermark Algorithm Based on Neural Network and Chaotic Map.- Data and Text Processing.- Stimulus Related Data Analysis by Structured Neural Networks.- Scalable Dynamic Self-Organising Maps for Mining Massive Textual Data.- Maximum-Minimum Similarity Training for Text Extraction.- Visualization of Depending Patterns in Metabonomics.- A RBF Network for Chinese Text Classification Based on Concept Feature Extraction.- Ontology Learning from Text: A Soft Computing Paradigm.- Text Categorization Based on Artificial Neural Networks.- Knowledge as Basis Broker - The Research of Matching Customers Problems and Professionals Métiers.- A Numerical Simulation Study of Structural Damage Based on RBF Neural Network.- Word Frequency Effect and Word Similarity Effect in Korean Lexical Decision Task and Their Computational Model.- Content-Based 3D Graphic Information Retrieval.- Performance Improvement in Collaborative Recommendation Using Multi-Layer Perceptron.- Financial Applications.- NN-OPT: Neural Network for Option Pricing Using Multinomial Tree.- A Brain-Inspired Cerebellar Associative Memory Approach to Option Pricing and Arbitrage Trading.- A Reliability-Based RBF Network Ensemble Model for Foreign Exchange Rates Predication.- Combining Time-Scale Feature Extractions with SVMs for Stock Index Forecasting.- Extensions of ICA for Causality Discovery in the Hong Kong Stock Market.- Pricing Options in Hong Kong Market Based on Neural Networks.- Global Optimization of Support Vector Machines Using Genetic Algorithms for Bankruptcy Prediction.- Neural Networks, Fuzzy Inference Systems and Adaptive-Neuro Fuzzy Inference Systems for Financial Decision Making.- Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm.- Pretests for Genetic-Programming Evolved Trading Programs: "zero-intelligence" Strategies and Lottery Trading.- Currency Options Volatility Forecasting with Shift-Invariant Wavelet Transform and Neural Networks.- Trend-Weighted Fuzzy Time-Series Model for TAIEX Forecasting.- Intelligence-Based Model to Timing Problem of Resources Exploration in the Behavior of Firm.- Manufacturing Systems.- Application of ICA in On-Line Verification of the Phase Difference of the Current Sensor.- Neural Networks Based Automated Test Oracle for Software Testing.- Tool Wear Condition Monitoring in Drilling Processes Using Fuzzy Logic.- Fault Diagnosis in Nonlinear Circuit Based on Volterra Series and Recurrent Neural Network.- Manufacturing Yield Improvement by Clustering.- Gear Crack Detection Using Kernel Function Approximation.- The Design of Data-Link Equipment Redundant Strategy.- Minimizing Makespan on Identical Parallel Machines Using Neural Networks.- Ensemble of Competitive Associative Nets for Stable Learning Performance in Temperature Control of RCA Cleaning Solutions.- Predication of Properties of Welding Joints Based on Uniform Designed Neural Network.- Applying an Intelligent Neural System to Predicting Lot Output Time in a Semiconductor Fabrication Factory.- Multi-degree Prosthetic Hand Control Using a New BP Neural Network.- Control and Robotics.- Neural-Network-Based Sliding Mode Control for Missile Electro-Hydraulic Servo Mechanism.- Turbulence Encountered Landing Control Using Hybrid Intelligent System.- An AND-OR Fuzzy Neural Network Ship Controller Design.- RBF ANN Nonlinear Prediction Model Based Adaptive PID Control of Switched Reluctance Motor Drive.- Hierarchical Multiple Models Neural Network Decoupling Controller for a Nonlinear System.- Sensorless Control of Switched Reluctance Motor Based on ANFIS.- Hybrid Intelligent PID Control for MIMO System.- H ??? Neural Networks Control for Uncertain Nonlinear Switched Impulsive Systems.- Reliable Robust Controller Design for Nonlinear State-Delayed Systems Based on Neural Networks.- Neural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration.- Vague Neural Network Based Reinforcement Learning Control System for Inverted Pendulum.- Neural-Network Inverse Dynamic Online Learning Control on Physical Exoskeleton.- Fuzzy Adaptive Particle Filter Algorithm for Mobile Robot Fault Diagnosis.- Tracking Control of a Mobile Robot with Kinematic Uncertainty Using Neural Networks.- Movement Control of a Mobile Manipulator Based on Cost Optimization.- Evolutionary Algorithms and Systems.- Synthesis of Desired Binary Cellular Automata Through the Genetic Algorithm.- On Properties of Genetic Operators from a Network Analytical Viewpoint.- SDMOGA: A New Multi-objective Genetic Algorithm Based on Objective Space Divided.- Hamming Sphere Solution Space Based Genetic Multi-user Detection.- UEAS: A Novel United Evolutionary Algorithm Scheme.- Implicit Elitism in Genetic Search.- The Improved Initialization Method of Genetic Algorithm for Solving the Optimization Problem.- Optimized Fuzzy Decision Tree Using Genetic Algorithm.- A Genetic-Inspired Multicast Routing Optimization Algorithm with Bandwidth and End-to-End Delay Constraints.- Integration of Genetic Algorithm and Cultural Algorithms for Constrained Optimization.- Neuro-genetic Approach for Solving Constrained Nonlinear Optimization Problems.- An Improved Primal-Dual Genetic Algorithm for Optimization in Dynamic Environments.- Multiobjective Optimization Design of a Hybrid Actuator with Genetic Algorithm.- Human Hierarchical Behavior Based Mobile Agent Control in ISpace with Distributed Network Sensors.- Evolvable Viral Agent Modeling and Exploration.- Mobile Robot Control Using Fuzzy-Neural-Network for Learning Human Behavior.- EFuNN Ensembles Construction Using a Clustering Method and a Coevolutionary Multi-objective Genetic Algorithm.- Language Learning for the Autonomous Mental Development of Conversational Agents.- A Multi-objective Evolutionary Algorithm for Multi-UAV Cooperative Reconnaissance Problem.- Global and Local Contrast Enhancement for Image by Genetic Algorithm and Wavelet Neural Network.- A Novel Constrained Genetic Algorithm for the Optimization of Active Bar Placement and Feedback Gains in Intelligent Truss Structures.- A Double-Stage Genetic Optimization Algorithm for Portfolio Selection.- Image Reconstruction Using Genetic Algorithm in Electrical Impedance Tomography.- Mitigating Deception in Genetic Search Through Suitable Coding.- The Hybrid Genetic Algorithm for Blind Signal Separation.- Genetic Algorithm for Satellite Customer Assignment.- Fuzzy Systems.- A Look-Ahead Fuzzy Back Propagation Network for Lot Output Time Series Prediction in a Wafer Fab.- Extraction of Fuzzy Features for Detecting Brain Activation from Functional MR Time-Series.- An Advanced Design Methodology of Fuzzy Set-Based Polynomial Neural Networks with the Aid of Symbolic Gene Type Genetic Algorithms and Information Granulation.- A Hybrid Self-learning Approach for Generating Fuzzy Inference Systems.- A Fuzzy Clustering Algorithm for Symbolic Interval Data Based on a Single Adaptive Euclidean Distance.- Approximation Accuracy of Table Look-Up Scheme for Fuzzy-Neural Networks with Bell Membership Function.- Prototype-Based Threshold Rules.- A Fuzzy LMS Neural Network Method for Evaluation of Importance of Indices in MADM.- Fuzzy RBF Neural Network Model for Multiple Attribute Decision Making.- A Study on Decision Model of Bottleneck Capacity Expansion with Fuzzy Demand.- Workpiece Recognition by the Combination of Multiple Simplified Fuzzy ARTMAP.- Stability of Periodic Solution in Fuzzy BAM Neural Networks with Finite Distributed Delays.- Design Methodology of Optimized IG_gHSOFPNN and Its Application to pH Neutralization Process.- Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management.- Hardware Implementations.- Hardware Implementation of a Wavelet Neural Network Using FPGAs.- Neural Network Implementation in Hardware Using FPGAs.- FPGA Discrete Wavelet Transform Encoder/Decoder Implementation.- Randomized Algorithm in Embedded Crypto Module.- Hardware Implementation of an Analog Neural Nonderivative Optimizer.- Synchronization Via Multiplex Spike-Trains in Digital Pulse Coupled Networks.- A Bit-Stream Pulse-Based Digital Neuron Model for Neural Networks.- From Hopfield Nets to Pulsed Neural Networks.- A Digital Hardware Architecture of Self-Organizing Relationship (SOR) Network.- Towards Hardware Acceleration of Neuroevolution for Multimedia Processing Applications on Mobile Devices.- Neurocomputing for Minimizing Energy Consumption of Real-Time Operating System in the System-on-a-Chip.- A Novel Multiplier for Achieving the Programmability of Cellular Neural Network.- Neural Network-Based Scalable Fast Intra Prediction Algorithm in H.264 Encoder.

Produktinformationen

Titel: Neural Information Processing
Untertitel: 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part III
Editor:
EAN: 9783540464853
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Veröffentlichung: 03.10.2006
Digitaler Kopierschutz: Wasserzeichen
Dateigrösse: 22.43 MB
Anzahl Seiten: 1227

Weitere Bände aus der Buchreihe "Theoretical Computer Science and General Issues"