I-XV
Front matter
Part I / Neural Networks
1-4
ADFUNN: An Adaptive Function Neural Network
Dominic Palmer-Brown and Miao Kang
5-8
Certain comments on data preparation for neural networks based modelling
Bartlomiej Beliczynski
9-12
A simple method for selection of inputs and structure of feedforward neural networks
H. Saxén and F. Pettersson
13-17
The Concept and Properties of Sigma-if Neural Network
M. Huk and H. Kwasnicka
18-21
Beta wavelet networks for function approximation
Wajdi Bellil, Chokri Amar and Adel Alimi
22-24
Speeding up backpropagation with Multiplicative Batch Update Step
Pedro Cruz
25-28
Generating Sequential Triangle Strips by Using Hopfield Nets
Jiří Šíma
29-32
The Linear Approximation Method to the Modified Hopfield Neural Network Parameters Analysis
S. Bauk, S. Perovich and A. Lompar
33-37
The Analytical Analysis of Hopfield Neuron Parameters by the Application of Special Trans Function Theory
S. Perovich, S. Bauk and N. Konjevic
38-41
Time-Oriented Hierarchical Method for Computation of Minor Components
M. Jankovic and H. Ogawa
42-45
Evolution versus Learning in Temporal Neural Networks
Hédi Soula, Guillaume Beslon and Joël Favrel
46-49
Minimization of empirical error over perceptron networks
Věra Kůrková
50-53
Interval Basis Neural Networks
A. Horzyk
54-61
Learning from Randomly-Distributed Inaccurate Measurements
John Eidson, Bruce Hamilton and Valery Kanevsky
62-65
Combining Topological and Cardinal Directional Relation Information in Qualitative Spatial Reasoning
Haibin Sun and Wenhui Li
66-69
An Evidence Theoretic Ensemble Design Technique
H. Altinçay
70-73
Cortical Modulation of Synaptic Efficacies through Norepinephrine
O. Hoshino
74-77
Associative Memories with Small World Connectivity
Neil Davey, Lee Calcraft, Bruce Christianson and Rod Adams
78-81
A Memory-Based Reinforcement Learning Model Utilizing Macro-Actions
Makoto Murata and Seiichi Ozawa
82-85
A Biologically Motivated Classifier that Preserves Implicit Relationship Information in Layered Networks
Charles Peck, James Kozloski, Guillermo Cecchi and A. Rao
86-91
Large Scale Hetero-Associative Networks with Very High Classification Ability and Attractor Discrimination Consisting of Cumulative-Learned 3-Layer Neural Networks
Yohtaro Yatsuzuka and Yo Ho
92-95
Crack width prediction of RC structures by Artificial Neural Networks
Carlos Avila, Yukikazu Tsuji and Yoichi Shiraishi
96-99
A neural network system for modelling of coagulant dosage used in drinking water treatment
B. Lamrini, A. Benhammou, A. Karama and M-V. Le Lann
100-103
ANN modeling applied to NOX reduction with octane. Ann future in personal vehicles
Mats Rönnholm, Kalle Arve, Kari Eränen, Fredrik Klingstedt and Tapio Salmi, et al.
104-107
A method for detecting cause-effects in data from complex processes
M. Helle and H. Saxén
108-111
Predictive data mining on rubber compound database
M. Trebar and U. Lotrič
112-115
Applying Neural Network to Inverse Kinematic Problem for 6R Robot Manipulator with Offset Wrist
Z. Bingul, H. Ertunc and C. Oysu
116-119
Local Cluster Neural Network Chip for Control
Liang Zhang, Joaquin Sitte and Ulrich Rueckert
120-123
A Switching Controller for Nonlinear Systems via Fuzzy Models
M. Boumehraz and K. Benmahammed
124-127
Competitive Decentralized Autonomous Neural Net Controllers
Takehiro Ohba and Masaru Ishida
128-131
Improved hierarchical fuzzy control scheme
Taher Jelleli and Adel Alimi
132-135
On-line Inference of Finite Automata in Noisy Environments
Ivan Gabrijel and Andrej Dobnikar
136-139
Improved Clustering by Rotation of Cluster Centres
D. Pearson and M. Batton-Hubert
140-143
Hierarchical Growing Neural Gas
K.A.J. Doherty, R.G. Adams and N. Davey
144-150
A Clustering Algorithm using Cellular Learning Automata based Evolutionary Algorithm
R. Rastegar, M. Rahmati and M. R. Meybodi
151-154
Estimating the number of clusters from distributional results of partitioning a given data set
U. Möller
155-158
AUDyC Neural Network using a new Gaussian Densities Merge Mechanism
Habiboulaye Amadou Boubacar, Stéphane Lecoeuche and Salah Maouche
159-163
The Growing Hierarchical Self-Organizing Feature Maps And Genetic Algorithms for Large Scale Power System Security
M. Boudour and A. Hellal
164-167
3D Self-organizing Convex Neural Network Architectures
F. Boudjemaï, P. Enberg and J. Postaire
168-172
Novel Learning Algorithm Aiming at Generating a Unique Units Distribution in Standard SOM
Kirmene Marzouki and Takeshi Yamakawa
173-176
SOM-Based Estimation of Meteorological Profiles
T. Tambouratzis
177-180
An Efficient Heuristic for the Traveling Salesman Problem Based on a Growing SOM-like Algorithm
Cristina García and José Alí Moreno
Part II / Evolutionary Computation
181-184
Evolutionary Design and Evaluation of Modeling System for Forecasting Urban Airborne Maximum Pollutant Concentrations
H. Niska, T. Hiltunen, A. Karppinen and M. Kolehmainen
185-188
Evolving Evolvability: Evolving both representations and operators
Grant Braught
189-193
A Multi-Objective Evolutionary Algorithm for Solving Traveling Salesman Problems: Application to the Design of Polymer Extruders
A. Gaspar-Cunha
194-197
The Pareto
-Box Problem for the Modelling of Evolutionary Multiobjective Optimization Algorithms
Mario Köppen, Raul Vicente-Garcia and Bertram Nickolay
198-201
Implementation and Experimental Validation of the Population Learning Algorithm Applied to Solving QAP Instances
J. Jedrzejowicz and P. Jedrzejowicz
202-205
Estimating the distribution in an EDA
S. Shakya, J. McCall and D. Brown
206-209
Modelling Chlorine Decay in Water Networks with Genetic Programming
Philip Jonkergouw, Ed Keedwell and Soon-Thiam Khu
210-213
Evolving Blackjack Strategies Using Cultural Learning
Dara Curran and Colm O’Riordan
214-217
Two-Criterion Optimization in State Assignment for Synchronous Finite State Machines using NSGA-II
Nitin Gupta and Vivek Kumar Agrawal
218-221
Offspring Selection: A New Self-Adaptive Selection Scheme for Genetic Algorithms
M. Affenzeller and S. Wagner
222-225
Using Genetic Algorithms with Real-coded Binary Representation for Solving Non-stationary Problems
Kubalík Jiří
226-229
Dynamics in Proportionate Selection.
Abhishek Agrawal, Ian Mitchell, Peter Passmore and Ivan Litovski
230-234
Generating grammatical plant models with genetic algorithms
Luis Da Costa and Jacques-André Landry
235-238
Golomb Rulers: Experiments with Marks Representation
Jorge Tavares, Francisco B. Pereira and Ernesto Costa
239-242
Evolving Segments Length in Golomb Rulers
Jorge Tavares, Tiago Leitão, Francisco Pereira and Ernesto Costa
243-246
Resource-Limited Genetic Programming: Replacing Tree Depth Limits
Sara Silva, Pedro Silva and Ernesto Costa
247-250
Treating Some Constraints as Hard Speeds up the ESG Local Search Algorithm
Y. kilani and A. MohdZin
251-254
Applications of PSO Algorithm and OIF Elman Neural Network to Assessment and Forecasting for Atmospheric Quality
L.M. Wang, X.H. Shi, M. Li, G.J. Chen and H.W. Ge, et al.
255-258
A hybrid particle swarm optimization model for the traveling salesman problem
Thiago Machado and Heitor Lopes
259-263
Perceptive Particle Swarm Optimisation
Boonserm Kaewkamnerdpong and Peter Bentley
264-267
Wasp swarm optimization of logistic systems
Pedro Pinto, Thomas Runkler and João Sousa
268-271
A Parallel Vector-Based Particle Swarm Optimizer
I. Schoeman and A. Engelbrecht
272-275
Numerical Simulations of a Possible Hypercomputational Quantum Algorithm
Andrés Sicard, Juan Ospina and Mario Vélez
276-279
Simulated Fault Injection in Quantum Circuits with the Bubble Bit Technique
M. Udrescu, L. Prodan and M. VlĂaduţiu
280-283
Redundant Quantum Arithmetic
António Pereira and Rosália Rodrigues
284-287
A Special Class of Additive Cyclic Codes for DNA Computing
Taher Abualrub, Ali Ghrayeb and Xiang Zeng
Part III / Adaptive and Natural Computing
288-291
Evolutionary Algorithms for Static and Dynamic Optimization of Fed-batch Fermentation Processes
Miguel Rocha, José Neves, Ana Veloso, Eugénio Ferreira and Isabel Rocha
292-295
Benchmark testing of simulated annealing, adaptive random search and genetic algorithms for the global optimization of bioprocesses
R. Oliveira and R. Salcedo
296-299
Dynamic modelling and optimisation of a mammalian cells process using hybrid grey-box systems
A. Teixeira, A. Cunha, J. Clemente, P.M. Alves and M. Carrondo, et al.
300-303
Adaptive DO-based control of substrate feeding in high cell density cultures operated under oxygen transfer limitation
R. Oliveira, A. Cunha, J. Clemente and M. Carrondo
304-307
Evolutionary Design of Neural Networks for Classification and Regression
Miguel Rocha, Paulo Cortez and José Neves
308-311
Pelican — Protein-structure Alignment using Cellular Automaton models
Deepak Gangadhar
312-315
An Efficient Algorithm for De Novo Peptide Sequencing
S. Brunetti, D. Dutta, S. Liberatori, E. Mori and D. Varrazzo
316-320
Emergent Behavior of Interacting Groups of Communicative Agents
Alexander Bisler
321-324
Integrating binding site predictions using meta classification methods
Y. Sun, M. Robinson, R. Adams, A. Rust and P. Kaye, et al.
325-328
Reverse engineering gene networks with artificial neural networks
A. Krishna, A. Narayanan and E.C. Keedwell
329-332
A Meta-Level Architecture for Adaptive Applications
Fabrício Barth and Edson Gomi
333-336
Adaptive Finite State Automata and Genetic Algorithms: Merging Individual Adaptation and Population Evolution
H. Pistori, P. Martins and A. de Castro
337-340
Modeling a tool for the generation of programming environments for adaptive formalisms
A.R. Camolesi
341-344
Adaptive Decision Tables A Case Study of their Application to Decision-Taking Problems
T. Pedrazzi, A. Tchemra and R. Rocha
345-348
Robotic mapping and navigation in unknown environments using adaptive automata
Miguel de Sousa and André Hirakawa
349-352
An Adaptive Framework for the Design of Software Specification Languages
João Neto and Paulo Silva
353-356
Swarm Intelligence Clustering Algorithm based on Attractor
Qingyong Li, Zhiping Shi and Zhongzhi Shi
357-360
Ant-based distributed optimization for supply chain management
Carlos. Silva, J. Sousa, T. Runkler and J.M.G da Sá Costa
361-364
Comparison of nature inspired and deterministic scheduling heuristics considering optimal schedules
Udo Hönig and Wolfram Schiffmann
365-368
An External Memory Supported ACO for the Frequency Assignment Problem
Adnan Acan and Akin Günay
Part IV / Soft Computing Applications
369-372
Neural Networks for Extraction of Fuzzy Logic Rules with Application to EEG Data
Martin Holeňa
373-376
A New Neuro-Based Method for Short Term Load Forecasting of Iran National Power System
R. Barzamini, M. Menhaj, Sh. Kamalvand and M. Fasihi
377-380
Approximating the Algebraic Solution of System of Interval Linear Equations with Use of Neural Networks
Nguyen Viet and Michał Kleiber
381-384
Comparing Diversity and Training Accuracy in Classifier Selection for Plurality Voting Based Fusion
H. Altinçay
385-388
Visualization of Meta-Reasoning in Multi-Agent Systems
D. Řehoř, J. Tožička and P. Slavík
389-392
Intelligent Agent-Inspired Genetic Algorithm
C. Wu, Y.C. Liang, H.P. Lee and C. Lu
393-396
Combining Lazy Learning, Racing and Subsampling for Effective Feature Selection
Gianluca Bontempi, Mauro Birattari and Patrick Meyer
397-400
Personalized News Access
D. Kaklamanos and K. Margaritis
401-404
A More Accurate Text Classifier for Positive and Unlabeled data
Rur Xin and Wan Zuo
405-408
Efficiency Aspects of Neural Network Architecture Evolution Using Direct and Indirect Encoding
H. Kwasnicka and M. Paradowski
409-416
Genetic Algorithm Optimization of an Artificial Neural Network for Financial Applications
Serge Hayward
417-420
A Method to Improve Generalization of Neural Networks: Application to the Problem of Bankruptcy Prediction
Armando Vieira, João Neves and Bernardete Ribeiro
421-424
An Adaptive Neural System for Financial Time Series Tracking
A. Dantas and J. Seixas
425-428
Probabilistic Artificial Neural Networks for Malignant Melanoma Prognosis
R. Joshi, C. Reeves and C. Johnston
429-432
Boosting Kernel Discriminant Analysis with Adaptive Kernel Selection
Shinji Kita, Satoshi Maekawa, Seiichi Ozawa and Shigeo Abe
433-436
Product Kernel Regularization Networks
Kudová Petra and Šámalová Terezie
437-440
Statistical Correlations and Machine Learning for Steganalysis
Qingzhong Liu, Andrew Sung and Bernardete Ribeiro
441-444
The Use of Multi-Criteria in Feature Selection to Enhance Text Categorization
Son Doan and Susumu Horiguchi
445-448
Text Classification from Partially Labeled Distributed Data
Catarina Silva and Bemardete Ribeiro
449-453
Recovering the Cyclic-Code of Generated Polynomial by Using Evolutionary Computation
Kangshun Li, Yuanxiang Li and Haifang Mo
454-457
Intrusion Detection System Based on a Cooperative Topology Preserving Method
Emilio Corchado, Álvaro Herrero, Bruno Baruque and José Manuel Sáiz
458-461
Model Selection for Kernel Based Intrusion Detection Systems
Srinvas Mukkamala, A. Sung and B. Ribeiro
462-465
A Comparison of Three Genetic Algorithms for Locking-Cache Contents Selection in Real-Time Systems
E. Tamura, J.V. Busquets-Mataix, J. Martín and A. Campoy
466-469
A Binary Digital Watermarking Scheme Based On The Orthogonal Vector And ICA-SCS Denoising
Han dongfeng and Li wenhui
Part V / Computer Vision and Pattern Recognition
470-473
Simulating binocular eye movements based on 3-D short-term memory image in reading
Satoru Morita
474-477
An Algorithm For Face Pose Adjustment Based On Gray-scale Static Image
Wenming Cao and Shoujue Wang
478-481
Learning Image Filtering from a Gold Sample Based on Genetic Optimization of Morphological Processing
S. Rahnamayan, H.R. Tizhoosh and M.M.A. Salama
482-485
Associative Memories and Diagnostic Classification of EMG Signals
C. Shirota, M. Barretto and C. Itiki
486-489
Discretization of Series of Communication Signals in Noisy Environment by Reinforcement Learning
Katsunari Shibata
490-493
The Research of Speaker-Independent Continuous Mandarin Digits Speech- Recognition Based on the Dynamic Search Method of High-Dimension Space Vertex Cover
Wenming Cao, Xiaoxia Pan and Shoujue Wang
494-497
A Connectionist Model of Finding Partial Groups in Music Recordings with Application to Music Transcription
Matija Marolt
498-501
Adaptive ICA Algorithm Based on Asymmetric Generalized Gaussian Density Model
Fasong Wang and Hongwei Li
Part VI / Hybrid Methods and Tools
502-505
Toward an On-Line Handwriting Recognition System Based on Visual Coding and Genetic Algorithm
M. Kherallah, F. Bouri and A.M. Alimi
506-509
Multi-objective genetic algorithm applied to the structure selection of RBFNN temperature estimators
C. Teixeira, W. Pereira, A. Ruano and M. Ruano
510-513
Assessing the Reliability of Complex Networks through Hybrid Intelligent Systems
D.E. Torres and C.M. Rocco
514-517
Autonomous Behavior of Computational Agents
Roman Vaculín and Roman Neruda
518-521
Neural Network Generating Hidden Markov Chain
J. Koutník and M. Šnorek
522-525
Datamining in Grid Environment
M. Ciglarič, M. Pančur, B. Šter and A. Dobnikar
526-529
Parallel Placement Procedure based on Distributed Genetic Algorithms
Masaya Yoshikawa, Takeshi Fujino and Hidekazu Terai
530-533
Massive parallelization of the compact genetic algorithm
Fernando Lobo, Cláudio Lima and Hugo Mártires
534-537
Parallel implementations of feed-forward neural network using MPI and C# on .NET platform
U. Lotrič and A. Dobnikar
538-541
HeuristicLab: A Generic and Extensible Optimization Environment
S. Wagner and M. Affenzeller
542-545
The Satellite List
A Reversible Doubly-Linked List
C. Osterman, C. Rego and D. Gamboa
547-548
Back matter