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Artificial Intelligence and Soft Computing - ICAISC 2004
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Editor(s):
Leszek Rutkowski
,
Jörg H. Siekmann
,
Ryszard Tadeusiewicz
,
Lotfi A. Zadeh
Publication date
(Print):
2004
Publisher:
Springer Berlin Heidelberg
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Electronic Workshops in Computing (eWiC)
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ISBN (Print):
978-3-540-22123-4
ISBN (Electronic):
978-3-540-24844-6
Publication date (Print):
2004
DOI:
10.1007/b98109
SO-VID:
05d251ce-e391-4b1e-9910-5c27957984cd
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Book chapters
pp. 1
Evolutionary Design of Information Systems Architectures
pp. 9
Clifford Support Vector Machines for Classification
pp. 17
Uncertain Variables and Systems – New Problems and Results
pp. 30
Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications
pp. 38
Visualization of Hidden Node Activity in Neural Networks: I. Visualization Methods
pp. 44
Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks
pp. 50
Rough Set Approach to Incomplete Data
pp. 56
Neural Networks of Positive Systems
pp. 64
Support of Natural, by Artificial, Intelligence Using Utility as Behavioral Goal
pp. 73
Top-Down Selective Attention for Robust Perception of Noisy and Confusing Patterns
pp. 79
On ANN Based Solutions for Real-World Industrial Requirements
pp. 91
ActiveMath: An Intelligent Tutoring System for Mathematics
pp. 102
Inference Rules and Decision Rules
pp. 118
Inducing Robust Decision Rules from Rough Approximations of a Preference Relation
pp. 133
The New Concept in Computer Vision: Automatic Understanding of the Images
pp. 145
Dynamic High Order Neural Networks: Application for Fault Diagnosis
pp. 151
Momentum Modification of the RLS Algorithms
pp. 158
Parallel Realisation of QR Algorithm for Neural Networks Learning
pp. 166
Rainfall-Runoff Modelling Using Three Neural Network Methods
pp. 172
Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm
pp. 178
Parallelization of the SOM-Based Integrated Mapping
pp. 184
Training Radial Basis Functions by Gradient Descent
pp. 190
Generalized Backpropagation through Time for Continuous Time Neural Networks and Discrete Time Measurements
pp. 197
Experiments on Ensembles of Radial Basis Functions
pp. 203
Orthodoxy Basis Functions and Convergence Property in Procedure Neural Networks
pp. 210
Confidence Estimation of GMDH Neural Networks
pp. 217
On Some Factors Influencing MLP Error Surface
pp. 223
Discovery of Linguistic Rules by Means of RBF Network for Fault Detection in Electronic Circuits
pp. 229
Combining Space-Filling Curves and Radial Basis Function Networks
pp. 235
Chaotic Itinerancy for Patterns Separation
pp. 241
Dynamic Search Trajectory Methods for Neural Network Training
pp. 247
Visualizing and Analyzing Multidimensional Output from MLP Networks via Barycentric Projections
pp. 253
Optimization of Centers’ Positions for RBF Nets with Generalized Kernels
pp. 34
Automatic Phases Recognition in Pituitary Surgeries by Microscope Images Classification
pp. 260
Fixed Non–linear Combining Rules versus Adaptive Ones
pp. 266
Learning and System Modeling via Hamiltonian Neural Networks
pp. 272
Recurrent Network Structure for Computing Quasi-inverses of the Sierpiński Space-Filling Curves
pp. 278
Comparison of Reasoning Methods for Fuzzy Control
pp. 284
Fuzzy Modelling with a Compromise Fuzzy Reasoning
pp. 290
A Self Tuning Fuzzy Inference System for Noise Reduction
pp. 296
Fuzzy-Neural Networks in the Diagnosis of Motor-Car’s Current Supply Circuit
pp. 302
Fuzzy Number-Based Hierarchical Fuzzy System
pp. 308
Stock Trend Prediction Using Neurofuzzy Predictors Based on Brain Emotional Learning Algorithm
pp. 314
Digital Implementation of Fuzzy Petri Net Based on Asynchronous Fuzzy RS Flip-Flop
pp. 320
Fuzzy Calculator – Useful Tool for Programming with Fuzzy Algebra
pp. 332
Information Criterions Applied to Neuro-Fuzzy Architectures Design
pp. 338
On Hesitation Degrees in IF-Set Theory
pp. 344
Fuzzy Cognitive Maps Learning through Swarm Intelligence
pp. 350
Application of the General Gaussian Membership Function for the Fuzzy Model Parameters Tunning
pp. 356
Are Linguistic Evaluations Used by People of Possibilistic or Probabilistic Nature?
pp. 364
Fuzzy Linear Programming in Ship Trajectory Optimization in a Restricted Area
pp. 370
Application of Fuzzy Weighted Feature Diagrams to Model Variability in Software Families
pp. 376
Neuro-Fuzzy Relational Classifiers
pp. 381
What Differs Interval Type-2 FLS from Type-1 FLS?
pp. 394
Multi-criterion Evolutionary Algorithm with Model of the Immune System to Handle Constraints for Task Assignments
pp. 400
Parallel Genetic Algorithm for Minimizing Total Weighted Completion Time
pp. 406
Adaptive Evolutionary Computation – Application for Mixed Linear Programming
pp. 414
Adaptive Evolutionary Computation of the Parametric Optimization Problem
pp. 420
Concentration of Population in Phenotypic Evolution
pp. 426
An Evolutionary Clustering Algorithm
pp. 432
An Evolutionary Algorithm for Oblique Decision Tree Induction
pp. 438
Propagation of Building Blocks in SGA and MPGA
pp. 444
Selection Pressure and an Efficiency of Neural Network Architecture Evolving
pp. 450
Rule Extraction from Neural Network by Genetic Algorithm with Pareto Optimization
pp. 456
Graph Transformations in Evolutionary Design
pp. 462
A Genetic Algorithm for Probabilistic SAT Problem
pp. 468
Design and Optimization of Combinational Digital Circuits Using Modified Evolutionary Algorithm
pp. 474
Modified Version of Roulette Selection for Evolution Algorithms – The Fan Selection
pp. 480
New Genetic Crossover Operator for the TSP
pp. 486
Hybridization of Blind Source Separation and Rough Sets for Proteomic Biomarker Indentification
pp. 492
Inducing Jury’s Preferences in Terms of Acoustic Features of Violin Sounds
pp. 498
Fuzzy Implication Operators in Variable Precision Fuzzy Rough Sets Model
pp. 504
Fuzzyfication of Indiscernibility Relation for Structurizing Lists of Synonyms and Stop-Lists for Search Engines
pp. 510
Rough Sets in the Neuro-Fuzzy Architectures Based on Monotonic Fuzzy Implications
pp. 518
Rough Sets in the Neuro-Fuzzy Architectures Based on Non-monotonic Fuzzy Implications
pp. 526
On L–Fuzzy Rough Sets
pp. 532
Application of Rough Sets Techniques to Induction Machine Broken Bar Detection
pp. 538
Application of Rough Sets and Neural Networks to Forecasting University Facility and Administrative Cost Recovery
pp. 544
Selection of the Linearly Separable Feature Subsets
pp. 550
Short-Time Signal Analysis Using Pattern Recognition Methods
pp. 556
Application of Genetic Algorithms and Kohonen Networks to Cluster Analysis
pp. 562
Modified Kohonen Networks for Complex Cluster-Analysis Problems
pp. 568
Reducing the Computational Demands for Nearest Centroid Neighborhood Classifiers
pp. 574
SSV Criterion Based Discretization for Naive Bayes Classifiers
pp. 580
Comparison of Instance Selection Algorithms II. Results and Comments
pp. 586
SBL-PM-M: A System for Partial Memory Learning
pp. 592
Relevance LVQ versus SVM
pp. 604
Towards Grammatical Inferencing of GDPLL(k) Grammars for Applications in Syntactic Pattern Recognition-Based Expert Systems
pp. 610
Intelligent Layer of Two-Way Voice Communication of the Technological Device with the Operator
pp. 616
A Neural Network Based Method for Classification of Meteorological Data
pp. 622
An Empirical Test Suite for Message Authentication Evaluation in Communications Based on Support Vector Machines
pp. 628
Efficient Digital Fingerprint Production and Evaluation for Secure Communication Systems Based on Genetic Algorithms
pp. 634
On Chinese Web Page Classification
pp. 640
A New Fuzzy Clustering Method with Constraints in Time Domain
pp. 646
Special Cluster Analysis and Basic Feature Estimation with a Modification of Self-Organizing Map
pp. 652
An Unsupervised Cluster Analysis and Information about the Modelling System
pp. 658
Cursive-Character Script Recognition Using Toeplitz Model and Neural Networks
pp. 664
Learning with an Embedded Reject Option
pp. 670
Impulsive Noise Suppression from Highly Corrupted Images by Using Resilient Neural Networks
pp. 676
A New Methodology for Synthetic Aperture Radar (SAR) Raw Data Compression Based on Wavelet Transform and Neural Networks
pp. 682
Fuzzy Processing Technique for Content-Based Image Retrieval
pp. 688
Human Ear Identification Based on Image Analysis
pp. 694
Automatic Change Detection Based on Codelength Differences in Multi-temporal and Multi-spectral Images
pp. 700
Estimating Face Direction via Facial Triangle
pp. 706
An Image Compression Algorithm Based on Neural Networks
pp. 712
Fuzzy Nonparametric Measures for Image Matching
pp. 718
Neural Computation of the Fundamental Matrix
pp. 724
Face Detection Using CMAC Neural Network
pp. 730
A Biologically Inspired Active Stereo Vision System Using a Bottom-Up Saliency Map Model
pp. 736
Problems Connected with Application of Neural Networks in Automatic Face Recognition
pp. 742
Czestochowa-Faces and Biometrics of Asymmetrical Face
pp. 748
Wafer Die Position Detection Using Hierarchical Gray Level Corner Detector
pp. 754
On Fuzzy Labelled Image Segmentation Based on Perceptual Features
pp. 760
Generalized Multi-layer Kohonen Network and Its Application to Texture Recognition
pp. 768
Translation STRIPS Planning in Multi-robot Environment to Linear Programming
pp. 774
Fuzzy Combiner of Behaviors for Reactive Control of Wheeled Mobile Robot
pp. 780
Artificial Intelligence of the Decision Unit of a Mobile Robot
pp. 786
Finding Location Using a Particle Filter and Histogram Matching
pp. 792
Calculation of Model of the Robot by Neural Network with Robot Joint Distinction
pp. 798
Multi-robot Coordination Based on Cooperative Game
pp. 804
Model Based Predictive Robotic Manipulator Control with Sinusoidal Trajectory and Random Disturbances
pp. 810
Performance Evaluation of Multiagent Personalized Information System
pp. 816
A Neural-Based Agent for IP Traffic Scanning and Worm Detection
pp. 823
Evolutionary Neural Networks in Collective Intelligent Predicting System
pp. 829
Development of a Personalized Digital Library System Based on the New Mobile Multi Agent Platform
pp. 835
FOOD: An Agent-Oriented Dataflow Model
pp. 841
Flock-Based Architecture for Distributed Evolutionary Algorithms
pp. 847
Quickprop Neural Network Short-Term Forecasting Framework for a Database Intrusion Prediction System
pp. 853
The New Concepts in Parallel Simulated Annealing Method
pp. 860
Simulated Annealing with Restart to Job Shop Scheduling Problem Using Upper Bounds
pp. 866
Requirements and Solutions for Web-Based Expert System
pp. 872
Information Structuring in Natural Language Communication: Syntax versus Semantic
pp. 879
Strategic Planning through Model Checking of ATL Formulae
pp. 885
On a Special Class of Dempster-Shafer Theories
pp. 891
A Computer Based System Supporting Analysis of Cooperative Strategies
pp. 897
Application of Soft Computing Techniques to Rescue Operation Planning
pp. 903
Reduction of Tabular Systems
pp. 909
Temporal Difference Approach to Playing Give-Away Checkers
pp. 915
Artificial Neural Networks for Solving Double Dummy Bridge Problems
pp. 922
On Application of Ant Algorithms to Non-bifurcated Multicommodity Flow Problem
pp. 928
A Parallel Clustering Algorithm for Categorical Data Set
pp. 934
Intensive versus Non-intensive Actor-Critic Reinforcement Learning Algorithms
pp. 942
Virtual Modeling and Optimal Design of Intelligent Micro-accelerometers
pp. 948
Local Pattern-Based Interval Models
pp. 954
Implementation of Two-Stage Hopfield Model and Its Application in Nonlinear Systems
pp. 960
Genetic Algorithm Based Fuzzy Sliding Mode with Application to Building Structures
pp. 966
Influence of the Training Set Selection on the Performance of the Neural Network State Variables Estimators in the Induction Motor
pp. 972
LMI-Based Design of Optimal Controllers for Takagi-Sugeno Fuzzy Systems
pp. 978
Design of Multi-objective Evolutionary Technique Based Intelligent Controller for Multivariable Nonlinear Systems
pp. 984
Design of a Robust Sliding Mode Fuzzy Controller for Nonlinear HVAC Systems
pp. 990
Global Identification of Complex Systems with Cascade Structure
pp. 996
Diagnosis of Melanoma Using IRIM, a Data Mining System
pp. 1002
Detection of Spiculated Masses in Mammograms Based on Fuzzy Image Processing
pp. 1008
Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time
pp. 1014
Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation
pp. 1020
Application of SVM to Ovarian Cancer Classification Problem
pp. 1026
ROC Analysis for Fetal Hypoxia Problem by Artificial Neural Networks
pp. 1031
The Challenge of Soft Computing Techniques for Tumor Characterization
pp. 1037
A Multi-stage Classification Method in Application to Diagnosis of Larynx Cancer
pp. 1043
Multi-neural Network Approach for Classification of Brainstem Evoked Response Auditory
pp. 1050
The Study of Hierarchy Importance of Descriptive Attributes in Computer Assisted Classification of Melanocytic Skin Lesions
pp. 1056
Medical Knowledge Representation in Terms of IF-THEN Rules and the Dempster-Shafer Theory
pp. 1062
Online Neural Network Training for Automatic Ischemia Episode Detection
pp. 1069
Sequential and Distributed Evolutionary Computations in Structural Optimization
pp. 167
Seeker Optimization Algorithm
pp. 1075
Neural Analysis of Concrete Fatigue Durability by the Neuro-Fuzzy FWNN
pp. 1081
Neural and Finite Element Analysis of a Plane Steel Frame Reliability by the Classical Monte Carlo Method
pp. 1087
The Solution of an Inverse Problem in Plates by Means of Artificial Neural Networks
pp. 1093
Filtering of Thermomagnetic Data Curve Using Artificial Neural Network and Wavelet Analysis
pp. 1099
Evolutionary Negotiation Strategies in Emerging Electricity Markets
pp. 1105
Evolutionary Algorithm for Scheduling of CHP Plant with Urban Heat Distribution Network
pp. 1111
Semi-mechanistic Models for State-Estimation – Soft Sensor for Polymer Melt Index Prediction
pp. 1118
Neural Approach to Time-Frequency Signal Decomposition
pp. 1124
ANN Based Modelling and Correction in Dynamic Temperature Measurements
pp. 1130
One Day Prediction of NIKKEI Index Considering Information from Other Stock Markets
pp. 1136
Application of Neural Network Topologies in the Intelligent Heat Use Prediction System
pp. 1142
Genetic Algorithm for Database Indexing
pp. 1148
Application of Neural Networks and Two Representations of Color Components for Recognition of Wheat Grains Infected by Fusarium Culmorum Fungi
pp. 1154
Hybrid Neural Model of the Sea Bottom Surface
pp. 1161
Fuzzy Economic Analysis of Simulated Discrete Transport System
pp. 1168
A Survey on US Economic Sanction Effects on Iranian High Tech Industries: Fuzzy Logic Approach
pp. 1175
Modeling of Optoelectronic Devices through Neuro-Fuzzy Architectures
pp. 1181
Neural Network Based Simulation of the Sieve Plate Absorption Column in Nitric Acid Industry
pp. 1187
Artificial Neural Networks for Comparative Navigation
pp. 1193
Predicting Women’s Apparel Sales by Soft Computing
pp. 1199
Model Improvement by the Statistical Decomposition
pp. 598
Comparison of Instances Seletion Algorithms I. Algorithms Survey
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