Artificial Intelligence and Soft Computing
redaktorzy : Andrzej Cader, Leszek Rutkowski, Ryszard Tadeusiewicz, Jacek Zurada
format : B5 (oprawa twarda)
objętość : 546 str.
ISBN 83-60434-09-3
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Artificial Intelligence and Soft Computing redaktorzy : Andrzej Cader, Leszek Rutkowski, Ryszard Tadeusiewicz, Jacek Zurada format : B5 (oprawa twarda) ISBN 83-60434-09-3 |
I. Neural Networks and Their Applications
Methodology of Neural Systems Development (Andrzej Bielecki, Michał Bąk)
Electronic Neural Networks Modeling (Andrzej Bielecki, Marek Skowroński, Ryszard Woźniak)
Representing the Abnormal Web Access for Advertisement Counting Based on the Rule-Extraction Mechanism of Neural Networks (Jen-Cheng Chen, Maiga Chang, Ko-Kang Chu)
Managing Contextual Information by Neural Quality Control Charts (Piotr Ciskowski)
Solution to Kolmogorov's Superposition Problem Using Approximation Approach (Dariusz Grabowski, Janusz Walczak)
The Use of Neural Networks to Control Data Acquisition Process (Maciej Grzenda)
Neuro-Genetic System for DAX Index Prediction (Marcin Jaruszewicz, Jacek Mańdziuk)
Prediction of CO Dispersion Near Heavy Traffic Roads Using MLP and RBF Networks (Władysław Kaminski, Marcin Kucharski, Paweł Strumiłło)
The Design of a Compact LIF-Neuron Circuit in FPGA to Enable Implementation of Large-Scale Spiking Neuron Networks with Learning Capabilities (Andrzej Kasiński, Marek Kraft)
Electroni Nose and Neural Networks in the Evaluation of Rapeseed Quality (Aleksander
Kubiak, Zbigniew Mikrut)
The Architecture of Neural Network Word Classifier Used for Inflection Errors Correction in Texts Composed in Polish Language (Jacek Mazurkiewicz, Tomasz Kaplon)
New Concept of Kolmogorov's Neural Network (Jarosław Michalkiewicz)
Robust Learning Algorithm with Variable Learning Rate (Andrzej Rusiecki)
The Length of GRNN Network Teaching Sequence in the Process of Estimating a Targets State Vector in an ARPA Device (Andrzej Stateczny, Witold Kazimierski)
The Building of a Numerical Terrain Model of a Fairway by the Profile Method Using RBF Networks (Andrzej Stateczny, Magdalena Kozak)
Dynamic Topology Adjustment Algorithm for MLP Networks (Robert Sulej, Krzysztof Zaremba, Krzysztof Kurek)
II. Fuzzy Systems and Their Applications
A Method of Membership Function Construction in Fuzzy Systems (Marzena Bielecka)
Polynomial Least Squares Fuzzy Regression Models for Temperature (Barbara Gładysz, Dorota Kuchta)
Construction of a Neuro-Fuzzy Network Capable of Extrapolating (and Interpolating) with Respect to Convex Hull of Samples (Przemysław Klęsk)
Fuzzy Decision Support System for the Control of Budget and Schedule in SPM (Zdzislaw Kowalczuk, Cezary Orlowski)
Two-Stage Strategy in Fuzzy Optimization (Piotr Orantek, Taeusz Burczynski)
Designing Relational Neuro-fuzzy Systems using Information Criteria (Agata Pokropińska,
Rafal Scherer)
Using Ordered Fuzzy Numbers Arithmetic in Fuzzy Control (Piotr Prokopowicz)
Using of the Fuzzy Logic Method to Control of An Underwater Vehicle in Inspection of Oceanotechnical Objects (Piotr Szymak)
IF-THEN Linguistic Fuzzy Model of a Discrete Stochastic System (Anna Walaszek-Babiszewska)
III. Evolutionary Algorithms and Their Application
A Viral Replication Mechanism in Evolutionary Algorithms (Andrzej Bielecki, Barbara Strug)
Multimodal Distribution of Population Evolving in a Mosaic Environment (Przemysław Dziemieszkiewicz)
A Genetic Algorithm-Based Heuristic for the Parallel Machine Scheduling Problem with Setups and Additional Renewable Resources (Ewa Figielska)
Dynamic Changing of Portfolio Structure with Genetic Programming (Agnieszka Jóźwiak)
Schema Theory: A Brief Review and a New Hypothesis (Grzegorz Kusztelak, Marek Rudnicki)
Parallel Evolutionary Algorithm for Track Reconstruction Optimization on PC Cluster (Adam Padee, Krzysztof Zaremba, Krzysztof Kurek)
Influence of Choice of the Crossover Operator on the Solution of an Inverse Stefan Problem by Genetic Algorithms (Damian Słota)
Application of Evolutionary Algorithm for Floorplanning of Integrated Electronic Circuits (Adam Słowik, MIchał Białko)
Cluster-Based Evolutionary Algorithm for the TSP (Zbigniew Walczak)
IV. Classification Problems
Prototype-Based Committees (Karol Grudziński)
SBL-MMRC: A k-Nearest Neighbor Method with Multi-Metric Computing of Reference Vectors (Karol Grudziński)
Innovative Prediction Technology for Automatic Speech Recognition (Adrian Horzyk)
Construction of a Piecewise-Linear Classifier by Applying Discriminant Analysis to Decision Tree Induction (Agata Kołakowska)
Prediction Capabilities of Nonlinear Models in Normalized Medical Data Classification (Maciej Kusy, Roman Zajdel)
Automatic Recognition of Music Notation Using Statistical Methods (Marcin Luckner, Wladyslaw Homenda)
Rough Sets Methodology in Supporting Neonatal Infection Diagnosis (Wojciech Podraza, Roman Podraza, Hanna Domek, Angieszka Kordek, Bolesław Gonet)
Fourier Transform in Machine Learning Process (Aleksander Sokolowski)
Temporal Blind Source Separation Methods for Models Results Improvement (Ryszard Szupiluk, Piotr Wojewnik, Tomasz Ząbkowski)
Sequential Classification of Vehicles by GMM and HMM based on Acoustic Signals (Tomasz Walkowiak)
CP Approach to Prototyping of Systems of Concurrently Competing Cyclic Processes Using a Logic-Algebraic Method (Robert Wójcik, Grzegorz Bocewicz, Zbigniew Banaszak)
V. Image Analysis
Multimodal Segmentation of Nuclear Medicine Images with Modes Created by Image Processing Techniques (Piotr Boguś, Katarzyna D. Lewandowska)
Contrast Enhancement, Detection and Classification of Microcalcifications in Mammograms using Fuzzy Logic (Ryszard S. Choraś)
Object Recognition Based on Kernel PCA Features (Przemysław Głomb)
Fingerprint Compression With the Use of Wavelets (Zbigniew Gomółka, Tadeusz Kwater, Bogusław Twaróg, Robert Pękala, Jacek Bartman, Bogdan Kwiatkowski)
A Reuse Scheme Scenario-based 3D Objects Viewing and Editing System (Mi-Young Kang, Hui Gao, Seung-Chul Son, Keyong-Hoon Kim, Ji-Seung Nam)
Automated Assessment of Wound Size in Foot Complications Related to Diabetes (Adam Sędziwy)
Positioning of Radar Images Using the Discrete Cosine Transform and the Artificial Neural Network (Andrzej Stateczny, Alij Maow)
Histogram Transformation Using Contrast as a Function of the Visual Perception (Roman Vorobel, Magdalena Stobińska)
Influence of Color Models for Image Segmentation via Cellular Neural Networks (Anna Wilbik)
VI. Robotics
Lie-algebraic Evaluation of Paths for Nonholonomic Motion Planning (Ignacy Duleba, Pawel Ludwikow)
Block World Planning with Uncertainty and Sensing Actions as Integer Linear Programming Problem (Adam Gałuszka)
Natural Language Human-Machine Interface Using Artificial Neural Networks (Maciej Majewski, Wojciech Kacalak)
Hybrid Control System of a Mobile Robot - a Trade-Off Between an Autonomy and Reliability (Krzysztof Skrzypczyk)
VII. Various Problems of Artificial Intelligence
CP-based Modelling Framework for Project Oriented Decision Making (Zbigniew Banaszak,Wojciech Muszyński)
Parallel Population Training Algorithm for the Single Machine Total Tardinsee Problem (Wojciech Bożejko, Mieczysław Wodecki)
An Instance Reduction Approach to Multi-Database Mining (Ireneusz Czarnowski, Piotr Jędrzejowicz)
Intelligent Agents in Grammar-Based Design (Ewa Grabska, Grażyna Ślusarczyk)
A Graph Grammar Based Model for Distributed Design (Ewa Grabska, Barbara Strug, Grażyna Ślusarczyk)
Data Analysis in a Data Warehouse Evolving in Time: Challenges and Solution Proposals (Robert Guzewicz, Tomasz Majchrzak, Robert Wrembel)
Digital Contents Management for Smartphone Using KeyGraph (Myung-Chul Jung, Sung-Bae Cho)
Intelligent System for Editing and Analysis of Examination Documents (Lukasz Karpowicz, Witold Malina, Maciej Smiatacz)
XML-based Language for Connectionist Structure Description (Marcin Korytkowski, Rafal Scherer, Leszek Rutkowski, Grzegorz Drozda)
Notes on the Use of Graph Transformation Systems in Artificial Intelligence (Leszek Kotulski)
Appllication of CBR-Based Parser to Linguistic Summaries (Robert Papis, Estera Tomaszeweska, Piotr S. Szczepaniak)
Automatic Word Spacing by Self-Organizing Features (Seong-Bae Park)
Fine-tuning N-Gram-Based Text Classifier for Highly Inflective Languages (Jakub Piskorski, Marcin Sydow)
Artificial Neural Networks in Bathymetric Navigation (Andrzej Stateczny, Jaroslaw Duda)
Search and Check. Problem Solving by Problem Reducdtion (Alexander Bolotov, Paweł Łupkowski, Mariusz Urbański)
Cellular Automata Simulation of Passengers Behavior in Municipal Transport Vehicles (Jarosław Wąs, Bartłomiej Gudowski)
Author Index