E-raamat: Artificial Intelligence and Soft Computing - ICAISC 2008: 9th International Conference Zakopane, Poland, June 22-26, 2008, Proceedings

Neural Networks and Their Applications.- Input Signals Normalization in
Kohonen Neural Networks.- Parallel Realisation of the Recurrent RTRN Neural
Network Learning.- Stable Learning Algorithm of Global Neural Network for
Identification of Dynamic Complex Systems.- The Influence of Training Data
Availability Time on Effectiveness of ANN Adaptation Process.-
WWW-Newsgroup-Document Clustering by Means of Dynamic Self-organizing Neural
Networks.- Municipal Creditworthiness Modelling by Kohonens Self-organizing
Feature Maps and LVQ Neural Networks.- Fast and Robust Way of Learning the
Fourier Series Neural Networks on the Basis of Multidimensional Discrete
Fourier Transform.- Accuracy Improvement of Neural Network State Variable
Estimator in Induction Motor Drive.- Ensemble of Dipolar Neural Networks in
Application to Survival Data.- Binary Optimization: On the Probability of a
Local Minimum Detection in Random Search.- Nonlinear Function Learning Using
Radial Basis Function Networks: Convergence and Rates.- Efficient Predictive
Control Integrated with Economic Optimisation Based on Neural Models.-
Model-Based Fault Detection and Isolation Using Locally Recurrent Neural
Networks.- Neural Network in Fast Adaptive Fourier Descriptor Based Leaves
Classification.- Improving the Efficiency of Counting Defects by Learning RBF
Nets with MAD Loss.- Robust MCD-Based Backpropagation Learning Algorithm.-
Some Issues on Intrusion Detection in Web Applications.- Neural Network
Device for Reliability and Functional Analysis of Discrete Transport System.-
Maximum of Marginal Likelihood Criterion instead of Cross-Validation for
Designing of Artificial Neural Networks.- Fuzzy Systems and Their
Applications.- Type-2 Fuzzy Decision Trees.- An Application of Weighted
Triangular Norms to Complexity Reduction of Neuro-fuzzy Systems.- Real-Time
Road Signs Tracking with the Fuzzy Continuously Adaptive Mean Shift
Algorithm.- A New Method for Decision Making in the Intuitionistic Fuzzy
Setting.- Linguistic Summarization of Time Series Using Fuzzy Logic with
Linguistic Quantifiers: A Truth and Specificity Based Approach.- TS Fuzzy
Rule-Based Systems with Polynomial Membership Functions.- From Ensemble of
Fuzzy Classifiers to Single Fuzzy Rule Base Classifier.- Efficient Fuzzy
Predictive Economic SetPoint Optimizer.- Imprecision Measures for Type-2
Fuzzy Sets: Applications to Linguistic Summarization of Databases.- Assessing
the Non-technical Service Aspects by Using Fuzzy Methods.- Adaptation of
Rules in the Fuzzy Control System Using the Arithmetic of Ordered Fuzzy
Numbers.- Regression Modeling with Fuzzy Relations.- A New Approach to
Creating Multisegment Fuzzy Systems.- On Defuzzification of Interval Type-2
Fuzzy Sets.- Combining Basic Probability Assignments for Fuzzy Focal
Elements.- Using Intuitionistic Fuzzy Sets in Text Categorization.-
Evolutionary Algorithms and Their Applications.- Improving Evolutionary
Algorithms with Scouting: HighDimensional Problems.- Memetic Algorithm Based
on a Constraint Satisfaction Technique for VRPTW.- Agent-Based Co-Operative
Co-Evolutionary Algorithm for Multi-Objective Optimization.- Evolutionary
Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging
Algorithm.- Evolutionary Methods to Create Interpretable Modular System.-
Fractal Dimension of Trajectory as Invariant of Genetic Algorithms.- Global
Induction of Decision Trees: From Parallel Implementation to Distributed
Evolution.- Particle Swarm Optimization with Variable Population Size.-
Genetic Algorithm as a Tool for Stock Market Modelling.- Robustness of
Isotropic Stable Mutations in a General Search Space.- Ant Colony
Optimization: A Leading Algorithm in Future Optimization of Petroleum
Engineering Processes.- Design and Multi-Objective Optimization of
Combinational Digital Circuits Using Evolutionary Algorithm with Multi-Layer
Chromosomes.- On Convergence of a Simple Genetic Algorithm.- Tuning Quantum
Multi-Swarm Optimization for Dynamic Tasks.- Classification, Rule Discovery
and Clustering.- Ensembling Classifiers Using Unsupervised Learning.- A
Framework for Adaptive and Integrated Classification.- Solving Regression by
Learning an Ensemble of Decision Rules.- Meta-learning with Machine
Generators and Complexity Controlled Exploration.- Assessing the Quality of
Rules with a New Monotonic Interestingness Measure Z.- A Comparison of
Methods for Learning of Highly Non-separable Problems.- Towards Heterogeneous
Similarity Function Learning for the k-Nearest Neighbors Classification.-
Hough Transform in Music Tunes Recognition Systems.- Maximal Margin
Estimation with Perceptron-Like Algorithm.- Classes of Kernels for Hit
Definition in Compound Screening.- The GA-Based Bayes-Optimal Feature
Extraction Procedure Applied to the Supervised Pattern Recognition.-
Hierarchical SVM Classification for Localization in Multilevel Sensor
Networks.- Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision
Trees.- Information Theory Inspired Weighted Immune Classification
Algorithm.- Bayes Rule, Principle of Indifference, and Safe Distribution.-
MAD Loss in Pattern Recognition and RBF Learning.- Parallel Ant Miner 2.-
Object-Oriented Software Systems Restructuring through Clustering.- Data
Clustering with Semi-binary Nonnegative Matrix Factorization.- An Efficient
Association Rule Mining Algorithm for Classification.- Comparison of Feature
Reduction Methods in the Text Recognition Task.- Image Analysis, Speech and
Robotics.- Robot Simulation of Sensory Integration Dysfunction in Autism with
Dynamic Neural Fields Model.- A Novel Approach to Image Reconstruction
Problem from Fan-Beam Projections Using Recurrent Neural Network.-
Segmentation of Ultrasound Imaging by Fuzzy Fusion: Application to Venous
Thrombosis.- Optical Flow Based Velocity Field Control.- Detection of Phoneme
Boundaries Using Spiking Neurons.- Geometric Structure Filtering Using
Coupled Diffusion Process and CNN-Based Approach.- MARCoPlan: MultiAgent
Remote Control for Robot Motion Planning.- A Hybrid Method of User
Identification with Use Independent Speech and Facial Asymmetry.- Multilayer
Perceptrons for Bio-inspired Friction Estimation.- Color Image Watermarking
and Self-recovery Based on Independent Component Analysis.- A Fuzzy
Rule-Based System with Ontology for Summarization of Multi-camera Event
Sequences.- A New Approach to Interactive Visual Search with RBF Networks
Based on Preference Modelling.- An Adaptive Fast Transform Based Image
Compression.- Emotion Recognition with Poincare Mapping of Voiced-Speech
Segments of Utterances.- Effectiveness of Simultaneous Behavior by
Interactive Robot.- Bioinformatics and Medical Applications.- Quality-Driven
Continuous Adaptiation of ECG Interpretation in a Distributed Surveillance
System.- Detection of Eyes Position Based on Electrooculography Signal
Analysis.- An NLP-Based 3D Scene Generation System for Children with Autism
or Mental Retardation.- On Using Energy Signatures in Protein Structure
Similarity Searching.- SYMBIOS: A Semantic Pervasive Services Platform for
Biomedical Information Integration.- The PCR Primer Design as a Metaheuristic
Search Process.- On Differential Stroke Diagnosis by Neuro-fuzzy Structures.-
Novel Quantitative Method for Spleens Morphometry in Splenomegally.- Various
Problems of Artificial Intelligence.- Parallel Single-Thread Strategies in
Scheduling.- Artificial Immune System for Short-Term Electric Load
Forecasting.- Ant Focused Crawling Algorithm.- Towards Refinement of Clinical
Evidence Using General Logics.- An Empirical Analysis of the Impact of
Prioritised Sweeping on the DynaQs Performance.- Heuristic Algorithms for
Solving Uncertain Routing-Scheduling Problem.- Life Story Generation Using
Mobile Context and Petri Net.- On the Minima of Bethe Free Energy in Gaussian
Distributions.- An Application of Causality for Representing and Providing
Formal Explanations about the Behavior of the Threshold Accepting Algorithm.-
A Method for Evaluation of Compromise in Multiple Criteria Problems.- Neural
Networks as Prediction Models for Water Intake in Water Supply System.-
Financial Prediction with Neuro-fuzzy Systems.- Selected Cognitive
Categorization Systems.- Predictive Control for Artificial Intelligence in
Computer Games.- Building a Model for Time Reduction of Steel Scrap Meltdown
in the Electric Arc Furnace (EAF): General Strategy with a Comparison of
Feature Selection Methods.- Epoch-Incremental Queue-Dyna Algorithm.- Agent
Systems.- Utilizing Open Travel Alliance-Based Ontology of Golf in an
Agent-Based Travel Support System.- Collaborative Recommendations Using
Bayesian Networks and Linguistic Modelling.- Autonomous Parsing of Behavior
in a Multi-agent Setting.- On Resource Profiling and Matching in an
Agent-Based Virtual Organization.- Knowledge Technologies-Based Multi-Agent
System for Semantic Web Services Environments.- Distributed Graphs
Transformed by Multiagent System.- Multi-agent Logics with Interacting Agents
Based on Linear Temporal Logic: Deciding Algorithms.- On Multi Agent
Coordination in the Presence of Incomplete Information.