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Advances in Intelligent Systems : Frontiers in Artificial Intelligence and Applications - F. C. Morabito

Advances in Intelligent Systems

Frontiers in Artificial Intelligence and Applications

By: F. C. Morabito (Editor)

Hardcover Published: 1st January 1997
ISBN: 9789051993554
Number Of Pages: 564

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Intelligent Systems can be defined as systems whose design, mainly based on computational techniques, is supported, in some parts, by operations and processing skills inspired by human reasoning and behaviour. Intelligent Systems must typically operate in a scenario in which non-linearities are the rule and not as a disturbing effect to be corrected. Finally, Intelligent Systems also have to incorporate advanced sensory technology in order to simplify man-machine interactions. Several algorithms are currently the ordinary tools of Intelligent Systems. This book contains a selection of contributions regarding Intelligent Systems by experts in diverse fields. Topics discussed in the book are: Applications of Intelligent Systems in Modelling and Prediction of Environmental Changes, Cellular Neural Networks for NonLinear Filtering, NNs for Signal Processing, Image Processing, Transportation Intelligent Systems, Intelligent Techniques in Power Electronics, Applications in Medicine and Surgery, Hardware Implementation and Learning of NNs.

List of Referees
International Scientific Committee
The Affinities Theory in Economics and Managementp. 1
Linguisitic Geometry: Efficient Searchp. 13
Neural Network Adaptive Wavelet Transformsp. 26
Information from Sar Texturep. 36
Chaos, Radar Clutter, and Neural Networksp. 37
A DSP Based Neural Apparatus for Signal Parameter Measurementp. 38
A New Approach for Voltage Drop and Wave Shape Compensationp. 44
Testing and Analysing of the ASI Bus Systemp. 51
ASI Bus Operated Sensors and Actuatorsp. 56
Measurement of Parameters of First Order System Using Digital Signal Processing with Neural Networkp. 63
Nonlinear Image Processing Based on Optimization of Generalized Information Methodsp. 68
Adaptive Spline Neural Networks for Signal Processing Applicationsp. 75
Fast and Robust Neural Networks for Signal Processingp. 81
Computationally Efficient Locally Recurrent Neural Networks for On-Line Signal Processingp. 87
A Multistable Circuit for Weight Storage in Analog Artificial Neural Networksp. 92
Modeling of Current Switching during the Weight Update in the Analog VLSI Implementation of the Back-Propagation Algorithmp. 97
Implementation of Neural Gas Training in Analog VLSIp. 105
Cellular Networks for Simulating Evolution Partial Differential Equationsp. 111
Parameter Choices for Control of a Chaotic Neural Networkp. 118
Autoresolution by Cellular Neural Networksp. 124
Adaptive Filtering for Collision Detectionp. 130
Multi-Valued Non-Linear Filters and their Implementation on Cellular Neural Networksp. 135
CNN Filtering in Log-Polar Spacep. 141
Analysis of CNN Dynamics through Spatio-Temporal Spectral Techniquesp. 147
Synchronization of Chaos in the CNN Structure of Canonical State Modelsp. 153
Analogies between Cellular Neural Networks and Partial Differential Equationsp. 157
Equilibrium of a Dynamic Markets Model in the Context of Uncertaintyp. 163
Estimation of Future Volatility Based on Experts Managementp. 169
A Hybrid Technique in Mixture Modelsp. 178
Organizational Evaluations with Fuzzy Logicp. 184
Demand Forecast System Description by Using Neuro-Fuzzy Techniquesp. 192
Combining Forecasts: A Fuzzy Approachp. 200
Using Data and Knowledge to Support Strategic Marketing Decisionsp. 206
Advantages of the Use of Elements of Fuzzy Logics for the Assessment of Unconventional Power-Electronic Driving Systemsp. 213
A Wavelet Based Neural Network Procedure for the Field Reconstruction of NMR Main Magnetsp. 220
A Genetic Design Technique for Field Correction Systems in NMR Devicesp. 226
Fuzzy Dynamic Programming Based Optimal Generator Maintenance Scheduling Incorporating Load Forecastingp. 233
Radial Basis Function Neural Network Architectures for Nondestructive Evaluation of Gas Transmission Pipelinesp. 241
Fuzzy Logic Based Energy Flows Management of Integrated Generation Systemsp. 247
Intelligent Systems for the Extraction of Information from Eddy Current Testing Datap. 253
Fixed-Point Stability and Bifurcations in Dynamic Processes for Traffic Assignmentp. 254
Computer Models of Simulation of the Railway Traffic Control System Operation as a Didactic Aidp. 262
Genetic Algorithms for Transportation Network Designp. 267
Simulation of Transportation Systems through a New Model of Neural Networkp. 273
Fuzzy Theory in Transportation Field: Fuzzy Sets for Simulating Path Choice Behaviourp. 279
Image Processing and Motorway Traffic Controlp. 284
A Stochastic Assignment Model for Extraurban Transit Networksp. 290
Assignment Matrix Based Method for Functional Analysis of Urban Road Networkp. 295
Fuzzy Neural Networks for Classification and Diagnosisp. 301
Environmental Applications of Genetic Algorithmsp. 310
Tree-Based Classifiers and GIS for Biological Risk Forecastingp. 316
SCIDDICA-3: A Cellular Automata Model for Landslide Simulationp. 324
Space-Time Reconstruction of Environmental Data with Neural Networksp. 331
On Line Monitoring Based on Neural Fuzzy Techniques Applied to Existing Hardware in Wastewater Treatment Plantsp. 339
Statistical Identification Techniques for Network Topology Selectionp. 343
Necessary and Sufficient Stability Conditions for Interval Plants with Fuzzy Logic Controllerp. 352
A Neural Bootstrap for the Possibilistic C-Mean Algorithmp. 359
Application of Fuzzy Logic to Visual System Modelingp. 367
The Learning of a Class of n-Dimensional Boolean Functions with a Two Input Perceptron Using the Boosting Algorithmp. 372
Noise Injection for Inputs Relevance Determinationp. 378
On the Estimation of First Passage Time Densities for Stationary Normal Processesp. 383
Image Matching by Competitive Neural Cells Operating as Dynamic Linksp. 388
HANNA: Hybrid Architecture for Artificial Neural Network Applicationsp. 394
FRED, Milton and Barry: The Evolution of Intelligent Agents for the Webp. 400
A Cellular Genetic Algorithm for Satisfiability Problemsp. 408
Event Uncertainty in Failure Diagnosis of Discrete Event Systemsp. 414
Neural Learning Using Orthogonal Arraysp. 418
Fuzzy Sliding Mode Control System: Modelling and Simulation with MATLAB and SIMULINKp. 424
Modeling and Simulation of Fuzzy Sliding Mode Tracking Control with MATLAB and SIMULINKp. 429
Theoretical Investigation on the Generalized Crossover Operatorp. 434
Hybrid Learning for Fuzzy Systemsp. 440
Audio Class\Subclass Recognition for the MAVT Candidate to MPEG-4p. 446
Compactness-Separability Optimization of Fuzzy Clustersp. 452
An Approach to Knowledge Representation at Control of DEDSp. 458
Local Time for Systems Analysisp. 464
A Real Time Neurofuzzy Modelling and State Estimation Schemep. 469
Fuzzy Logic Enhancement of Antiwindup PID Control for Servo Systemsp. 474
Railway Anti-Skating System Controlled by Neural Networkp. 479
A Neural Network Model of Spatial Memoryp. 485
A Voice Device for X11 Pointer Controlp. 491
Analog Neuro-Fuzzy Network for System Modeling and Controlp. 496
Cluster Random Weight Change for Neural Network Learningp. 502
Recursive Stable Algorithms for Identification of Time-Varying Systemsp. 508
Modelling Industrial Information Systemsp. 510
A Paradigm for a Connexionnist Electronic Retina with On-Chip Learningp. 515
A New Approach for Expert Systems Designp. 520
A Model of Vowel Representation Using a Cochlear Implantp. 526
Stabilization of a Flexible Beam Attached to a Trolleyp. 533
Fuzzy Computations for Electrical Engineering Designp. 539
Author Indexp. 545
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9789051993554
ISBN-10: 9051993552
Series: Frontiers in Artificial Intelligence and Applications
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 564
Published: 1st January 1997
Publisher: IOS Press
Country of Publication: US
Dimensions (cm): 23.4 x 15.6  x 3.1
Weight (kg): 0.96
Edition Number: 1