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Tables of Contents for Artificial Neural Nets and Genetic Algorithms
Chapter/Section Title
Page #
Page Count
Advisory and Programme Committees
x
 
Plenary talks
Topological Approach to Fuzzy Sets and Fuzzy Logic
1
7
R. F. Albrecht
Linking Human Neural Processes Directly with Technology - the Future?
8
6
K. Warwick
Neural Dynamic Model for Optimization of Complex Systems
14
2
H. Adeli
Part I: Neural Networks - Theory and Applications
Comparative Testing of Hyper-Planar Classifiers on Continuous Data Domains
16
6
D. McLean
Z. Bandar
A Quantum Associative Memory Based on Grover's Algorithm
22
6
D. Ventura
T. Martinez
Newton Filters: a New Class of Neuron-Like Discrete Filters and an Application to Image Processing
28
7
A. Quesada-Arencibia
M. Aleman-Flores
R. Moreno-Diaz jr.
Improving Generalisation Using Modular Neural Networks
35
5
D. McLean
Z. Bandar
J. O'Shea
The Role and Modelling of Presynaptic Inhibition in the Visual Pathway: Applications in Image Processing
40
6
R. Moreno-Diaz jr.
A. Quesada-Arencibia
A Curvature Primal Sketch Neural Network Recognition System
46
6
M. Fairbank
A. Tuson
Using GMDH Neural Net and Neural Net with Switching Units to Find Rare Particles
52
7
F. Hakl
M. Jirina
A Neural Network Based Nonlinear Temporal-Spatial Noise Rejection System
59
8
F.-L. Luo
R. Unbehauen
T. Ndjountche
Improving the Performance of the Hopfield Network by Using a Relaxation Rate
67
6
X. Zeng
T. R. Martinez
A New Activation Function in the Hopfield Network for Solving Optimization Problems
73
5
X. Zeng
T. R. Martinez
On-line Learning of Object Representations
78
8
H. Bischof
A. Leonardis
A Neural Network Model for Blast Furnace Wall Temperature Pattern Classification
86
3
H. Saxen
L. Lassus
Monitoring an Industrial Plastic Injection Moulding Machine Using Neural Networks
89
6
N. Costa
A. Cunha
B. Ribeiro
Rates of Learning in Gradient and Genetic Training of Recurrent Neural Networks
95
5
R. Riaza
P. J. Zufiria
Influence of the Learning Gain on the Dynamics of Oja's Neural Network
100
7
P. J. Zufiria
ATR's Artificial Brain Project: CAM-Brain Machine (CBM) and Robot Kitten (Robokoneko) Issues
107
4
M. Korkin
H. de Garis
N. E. Nawa
W. D. Rieken
A Speaker-Independent Arabic Isolated-Spoken Digits Recognition System Using Fuzzy Kohonen Clustering Network
111
5
J. Elmalek
R. Tourki
Control of Complex of Parallel Operations Using Neural Network
116
5
D. Orski
Using Smoothing Splines in Time Series Prediction with Neural Networks
121
6
U. Lotric
A. Dobnikar
Evolvable Hardware Chips for Neural Network Applications
127
8
I. Kajitani
M. Murakawa
N. Kajihara
M. Iwata
H. Sakanashi
T. Higuchi
Direct Inverse Control of Sensors by Neural Networks for Static/Low Frequency Applications
135
6
N. Steele
E. Gaura
R. J. Rider
Centre and Variance Selection for Gaussian Radial Basis Function Artificial Neural Networks
141
7
F. Scheibel
N. C. Steele
R. Low
Minimum Square-Error Modeling of the Probability Density Function
148
7
M. Kokol
I. Grabec
Adaptation of NN Complexity to Empirical Information
155
6
I. Grabec
The RBF Neural Network in Approximate Dynamic Programming
161
5
B. Ster
A. Dobnikar
Adaptive Modularity and Time-Series Prediction
166
6
M. Trebar
A. Dobnikar
Some Comparisons between Linear Approximation and Approximation by Neural Networks
172
6
M. Sanguineti
K. Hlavackova-Schindler
Part II: Genetic Algorithms - Theory and Applications
Transposition: a Biological-Inspired Mechanism to Use with Genetic Algorithms
178
9
A. Simoes
E. Costa
Genetic Algorithms for Decision Tree Induction
187
4
Z. Bandar
H. Al-Attar
K. Crockett
Optimising Decision Classifications Using Genetic Algorithms
191
5
K. A. Crockett
Z. Bandar
A. Al-Attar
Scheduling Tasks with Nonnegligible Intertask Communication onto Multiprocessors by Using Genetic Algorithms
196
6
G. Jezic
R. Kostelac
I. Lovrek
V. Sinkovic
Design of Robust Networks of Specific Topologies Using a Genetic Algorithm
202
6
A. Webb
B. C. H. Turton
J. M. Brown
The Effect of Degenerate Coding on Genetic Algorithms
208
6
C.R. Reeves
P. Dai
Genetic Algorithms for the Identification of the Generalised Erlang Laws Parameters Used in Systems Dependability Studies
214
6
L. Ngom
C. Baron
A. Cabarbaye
J.-C. Geffroy
L. Tomasini
Multiple Traffic Signal Control Using a Genetic Algorithm
220
9
T. Kalganova
G. Russell
A. Cumming
Evolving Musical Harmonisation
229
6
S. Phon-Amnuaisuk
A. Tuson
G. Wiggins
A Niched-Penalty Approach for Constraint Handling in Genetic Algorithms
235
9
K. Deb
S. Agrawal
A Genetic Algorithm with Dynamic Population Size
244
4
M.-E. Balazs
A Genetic Algorithm with Dynamic Niche Clustering for Multimodal Function Optimisation
248
8
J. Gan
K. Warwick
Time and Size Limited Harvesting Models of Genetic Algorithm
256
6
S. Baskaran
D. Noever
A General Model of Co-evolution for Genetic Algorithms
262
7
J. Morrison
F. Oppacher
Selection of Informative Inputs Using Genetic Algorithms
269
5
P. Potocnik
I. Grabec
Part III: Soft Computing and Uncertainty
Parallel Evolutionary Algorithms with SOM-Like Migration and Their Application to Real-World Data Sets
274
6
T. Villmann
R. Haupt
K. Hering
H. Schulze
Skewed Crossover and the Dynamic Distributed Database Problem
280
8
M. Oates
D. Corne
R. Loader
Improved Pseudo-Relaxation Learning Algorithm for Robust Bidirectional Associative Memory
288
6
K. Hasegawa
M. Hattori
Self-Adaptation of Evolutionary Constructed Decision Trees by Information Spreading
294
8
V. Podgorelec
P. Kokol
Evolutionary Programming of Near-Optimal Neural Networks
302
5
D. Lock
C. Giraud-Carrier
Exploring the Relationship Between Network Topology and Optimal Training Set by Means of Genetic Algorithms
307
5
J. Davila
Development of Fuzzy Learning Vector Quantization Neural Network for Artifical Odor Discrimination System
312
5
B. Kusumoputro
Differential Inclusions Mapping Simplexes to Simplexes
317
3
D. W. Pearson
G. Dray
Crossbar Adaptive Array: The First Connectionist Network That Solved the Delayed Reinforcement Learning Problem
320
6
S. Bozinovski
An Evolutionary Algorithm for a Non-standard Scheduling Problem
326
5
B. Filipic
An Evolutionary Approach to Concept Learning with Structured Data
331
6
C. J. Kennedy
C. Giraud-Carrier
Genetic Redundancy: Desirable or Problematic for Evolutionary Adaptation?
337
8
R. Shipman
Dynamic Systems Modelling with Evolving Cellular Automata
345
 
A. Dobnikar
A. Likar
S. Vavpotic