9789813083646

Progress in Connectionist-Based Information Systems : Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems

by ; ; ; ; ;
  • ISBN13:

    9789813083646

  • ISBN10:

    9813083646

  • Edition: 1st
  • Format: Paperback
  • Copyright: 1999-04-01
  • Publisher: Springer Verlag
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Summary

Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems on Progress in Connectionist- based Information Systems. Emphasizes the importance of connectionist-based information systems that use neural networks and other methods of achieving intelligent information processing. Softcover.

Table of Contents

Part I: Neural Information Processing
Modelling the Brain 1(41)
An Improvement of a Computational Model for the Detection of Really Moving Objects
2(4)
K. Miura
Recognition of Spatiotemporal Patterns by Nonmonotone Neural Networks
6(4)
M. Morita
S. Murakami
Perception of Visual Flow Composed of Texture of Different Attributes and its Neural Representation
10(4)
H. Saito
E. Hida
H. Ohno
K. Odajima
D. Tamanoi
Figure-Ground Separation from Motion with Ginzburg-Landau Equation
14(4)
E. Ueyama
H. Yuasa
S. Hosoe
M. Ito
A Neural Network Model for Detecting the Motion of an Object Whose Vertexes are Masked
18(4)
H. Matsuda
M. Kikuchi
K. Fukushima
An Abstraction of Functional Boundary Lines through Spatio-Time Pattern of Neural Activities
22(4)
S. Akiyama
T. Iijima
G. Matumoto
An Asynchronous Pulse Neural Network Model with Finite Pulse Width for VLSI Implementation
26(4)
M. Hanagata
Y. Horio
Neuronal and Hemodynamic Responses from Functional MRI Time-Series: A Computational Model
30(4)
J. C. Rajapakse
F. Kruggel
Modeling the Role of Cerebellum in a Sensorimotor Adaptation
34(4)
M. A. Arbib
J. Spoelstra
Biological Model of Hippocampal Synaptic Modification under Time-Structured Stimuli
38(4)
M. Tatsuno
Y. Aizawa
Visual Perception 42(94)
Active Vision: Neural Network Models
43(4)
K. Fukushima
Binocular Rivalry and Conscious Visual Awareness
47(4)
R. Blake
Interocular Suppression: Large Perceptual Loss, Small Sensitivity Loss
51(4)
V. A. Nguyen
A. W. Freeman
P. M. Wenderoth
R. C. Heard
Depth-Estimation and the Construction of the Cyclopean View
55(4)
R. D. Henkel
Sharpness Overconstancy: the Roles of Visibility and Current Context
59(4)
S. J. Galvin
A. M. Squire
D. S. Hailstone
R. P. O'Shea
Possible Neural Correlates of Symmetry Perception
63(4)
R. van der Zwan
Effects of Orientation and Spatial Frequency on Monocular and Binocular Rivalry
67(4)
R. P. O'Shea
Distance as a Location Parameter in a Model of Hippocampal Place Fields
71(5)
M. B. Mundy
A. Robins
D. Bilkey
Visual Attention and Gaze Control for an Active Vision System
76(4)
B. Mertsching
M. Bollmann
Improved Optimization of a Modified Hopfield Neural Network for Early Vision
80(5)
M. S. Bhuiyan
Y. Iwahori
A. Iwata
An Efficient Stereo Matching Algorithm Using Local Line Intensity Pattern-Based Cost Function
85(4)
D. Han
S. Hong
K. Park
H. Choi
A Perception Model of Ambiguous Figures Based on the Neural Chaos
89(4)
H. Nishimura
N. Nagao
N. Matsui
A Cortical Mechanism Underlying the Perception of Bar Orientation in Tilt Illusions Based on Figure Segmentation and Population Coding
93(4)
K. Sakai
S. Tanaka
An Evidence of Supporting the Time Measurement Hypothesis for the Motion Detection
97(2)
T. Mori
M. Mizuno
A Model for McGurk Effect Based on Feature Maps and Reciprocal Connections
99(4)
R. Futami
H. Tanno
S. Kanoh
N. Hoshimiya
Orientation Map Using Cluster Learning Rule
103(5)
J. Kuroiwa
S. Inawashiro
S. Miyake
H. Aso
The Selective Integration Neural Network Model of Lightness Perception
108(4)
L. Pessoa
W. D. Ross
Recognition of Rotated Patterns Using Neocognitron
112(5)
S. Satoh
J. Kuroiwa
H. Aso
S. Miyake
Requirements for Neural Assembly Formation, Ignition and Maintenance: Formalisation of Traditional Concepts
117(4)
J. R. Wickens
R. Miller
Requirements for Neural Assembly Formation, Ignition and Maintenance: Possible Role of Laminar Interactions
121(3)
R. Miller
J. R. Wickens
Development of Artificial Retina Using Cultured Neural Cells and Photoelectric Device: A Study on Electric Current with Membrane Model
124(4)
N. Ito
A. Shirahata
T. Yagi
T. Matsushima
K. Kawase
M. Watanabe
Y. Uchikawa
Communication with ALS Patients through EEG Attention Switching
128(4)
T. Musha
H. A. Haque
K. Kawamorita
A Model of the Interactions between the Globus Pallidus and Subthalamic Nucleus
132(4)
A. Gillies
D. Willshaw
Sensory Systems 136(21)
A Model of Target Selectivity and Hypersensitivity in the Electrosensory System of Sharks Using Rapidly Varying Effective Synaptic Strengths
137(4)
M. Paulin
Y. Yarom
H. Meiri
D. Cohen
Neural Mechanism for Elimination of Negative Effect Arising from Fish's Own Motion on Electrolocation
141(4)
Y. Kashimori
T. Kambara
Effect of Lateral Inhibition and Cortical Feedback in the Model of Olfactory Bulb
145(4)
T. Yamafuji
Self-Supervised Learning of Autonomous Robot by Integrating Information from Several Sensors
149(4)
K. Yamauchi
S. Sugiura
N. Ishii
A Spatio-Temporal Computer Model of Dynamic Organization Properties of the Adult Primate Somatosensory System
153(4)
D. M. Sala
K. J. Cios
J. Wall
Dynamic Systems and Chaos 157(49)
Retrieval of Patterns and Symbols Using Pattern-Symbol Network with Nonlinear Dynamics
158(4)
Y. Hattori
T. Furuhash
Multi-Agent Implementation of Fractal Analysis by Fuzzy Neural Networks
162(4)
R. Kozma
J. A. Swope
N. K. Kasabov
M. J. A. Williams
A Principled Approach to a Theory of Self-organization in Cortical Maps Based on EM-Learning
166(4)
P. Morasso
V. Sanguineti
F. Frisone
Chaotic Evolutionary Processing for Intelligent Agents
170(4)
T. Yamaguchi
N. Kohata
Y. Wakamatsu
T. Baba
Measuring Determinism in Time Series by Chaotic Approach
174(4)
Y. Fujimoto
T. Iokibe
Resonance in a Global Coupling Chaotic Neural Network Driven by a Weak Sinusoid
178(4)
S. Mizutani
T. Sano
K. Shimohara
Solving Quadratic Assignment Problems by Chaotic Neurodynamics
182(4)
M. Hasegawa
T. Ikeguchi
K. Aihara
Time and Rate of Success in Chaotic Search of Cyclic Memories
186(4)
T. Deguchi
N. Ishii
Associative Chaotic Neural Networks with Asynchronous Updating: Winner Updates Faster
190(4)
M. Adachi
K. Aihara
One-Dimensional Chaotic Neural Network with its Application to Information Processing and Secure Communication
194(4)
Y. Zhang
Z. He
Multistable Behaviour in Networks of Integrate-and-Fire Neurons
198(4)
H. Meffin
W. G. Gibson
Mesoscopic Analysis and Synthesis of Membrane Potential Dynamics Using Two-Dimensional Hodgkin-Huxley Equations
202(4)
A. Hirose
S. Murakami
Part II: Computational Intelligence
Artificial Neural Networks: Models, Architectures and Algorithms 206u(169)
A Bidirectional Method for Recognising and Attaining Optimal Noisy Fits
207(4)
M. K. Weir
Training Multi-Layer Perceptrons by Natural Gradient Descent
211(4)
H. H. Yang
S. Amari
A Randomized Algorithm for Deciding the Functional Equivalence of Neural Networks
215(2)
A. J. Blumberg
Two Learning Algorithms for Robust Classifications with Small and Incomplete Training Data
217(4)
S. Y. Yoon
S. Y. Lee
Neural Networks for Dimensionality Reduction
221(4)
N. R. Pal
E. V. Kumar
Stability Analysis of High-Order Analog Hopfield Neural Networks
225(4)
J. Su
Z. He
A New Algorithm for Vector Quantization Based on the Diversity of Learning Areas of Representative Vectors
229(4)
S. Yoshizawa
S. Doki
S. Okuma
Dynamics of Autoassociative Neural Networks
233(4)
S. Morinaga
S. Yoshizawa
Adaptive Determination of the Amount of Forgetting in the Learning Algorithm with Forgetting
2370(4)
E. Watanabe
A Neural Network Model for Acquiring an Internal Representation of the Weight of Grasped Objects
241(4)
Y. Uno
S. Iwata
S. Hanba
R. Suzuki
On the Model Selection for Linear Combination of Step-Type Basis Functions
245(4)
T. Hayasaka
K. Hagiwara
N. Toda
S. Usui
Improving RBF Networks by a Two-Step Feature Selection Approach
249(4)
M. Scherf
W. Brauer
Adaptive Traning of Radial Basis Function Networks Based on Cooperative Evolution and Evolutionary Programming
253(6)
A. P. Topchy
O. A. Lebedko
V. V. Miagkikh
N. K. Kasabov
Biologically Plausible and Efficient Learning
259(4)
H. Takahashi
T. Uchiyama
A Possible Link between Artificial and Biological Neural Network Learning Rules
263(4)
H. Zhu
Prior Probability Weights and Neural Network Learning
267(4)
Y. Matsuyama
S. Furukawa
T. Ikeda
Removing the Redundancy of Perceptrons in Terms of a Simple Energy Function
271(4)
T. Takahashi
R. Tokunaga
Lateral Information-Propagation Neural Networks for Inter-Node Interpolation
275(4)
H. Kim
J. Kim
S. Kim
C. Lin
A Design Method of an MLP Minimizing the Quantization Effect of the Weigths and the Neuron Outputs
279(4)
O. Kwon
S. Bang
Multi-Level Information Controller
283(4)
R. Kamimura
Information Criterion for Acquisition of Optimal Internal Representation in Neural Networks
287(4)
T. Onoda
Y. Shinohara
Optimization of a Network with Gaussian Kernel Functions Based on Genetic Algorithm
291(5)
R. M. Kil
Y. Song
A Method for Reducing the Forgetfulness of Incremental Learning
296(4)
K. Shinozawa
K. Shimohara
Parallel Interpolation by Using Hybrid Neural Network
300(6)
I. Nagayama
Visualizing the Function Computed by a Feedforward Neural Network
306(4)
T. Plate
P. Band
J. Bert
J. Grace
Extending CasPer: A Regression Survey
310(4)
N. K. Treadgold
T. D. Gedeon
Learning and Generalisation in a Stable Network
314(4)
A. Robins
M. Frean
Annealed On-Line Learning in a Nonlinear Neural Net
318(4)
S. Bos
S. Amari
A Random Search Technique for Training Neural Networks
322(4)
A. Verikas
A. Gelzinis
K. Malmqvist
Approximation of Hybrid Systems by Neural Networks
326(4)
A. D. Back
T. Chen
Constrained Topological Maps for Regression and Classification
330(4)
V. Cherkassky
Y. Kim
F. Mulier
A Statistical Approach to Determine the Neighborhood Function and Learning Rate in Self-Organizing Maps
334(4)
E. Germen
S. Bilgen
An Adaptive Self-Organizing Algorithm with Virtual Connection
338(4)
S. Kawahara
T. Saito
Improvements in the Analysis of Structured Data with the Multilevel Hypermap Architecture
342(4)
B. Bruckner
Classification of Program Behavior Based on Self-Organizing Maps
346(5)
W. Chou
Adaptive β Scheduling Learning Method of Finite State Automata by Recurrent Neural Networks
351(4)
K. Arai
R. Nakano
On the Finite State Machine Associated to an Adaptable Boolean Neural Net
355(4)
F. E. Lauria
R. Prevete
M. Milo
S. Visco
Temporal Information and Network Organization
359(4)
Y. Shigematsu
Learning and Bifurcation Diagram of Recurrent Neural Networks
363(4)
S. Sato
K. Gohara
Phase Transitions of an Oscillator Neural Network with a Standard Hebb Learning Rule
367(4)
T. Aonishi
Generalization Ability of Universal Learning Network by Optimizing Network Size and Time Delay
371(4)
M. Han
M. Ohbayashi
K. Hirasawa
J. Murata
J. Hu
Methods of Fuzzy Logic 375(21)
Comparison of Some Learning Algorithms for Identification of Fuzzy Models
376(4)
G. Vachkov
K. Hirota
Function Approximation with Partitioned Ellipsoidal Regions
380(4)
R. Thawonmas
S. Abe
Modelling Multicriteria Decision Making Process with Fuzzy Extent Analysis
384(4)
H. Deng
C. Yeh
Tuning Fuzzy Rules Based on Fuzzy Clustering and Neuro-Fuzzy Methods
388(4)
Y. Shi
M. Mizumoto
P. Shi
How to Create the Simplest FAM-Based Fuzzy System
392(4)
J. van den Berg
J. van Dijk
Genetic Algorithms and Evolutionary Programming 396(85)
Using Evolution to Develop Look Up Tables for Congruent Data Sets
397(4)
T. Hendtlass
Genetic Programming with Controlled Crossover
401(3)
R. Jagielski
A Hierarchical Algorithm for Classification and its Tuning by Genetic Algorithms
404(4)
N. R. Pal
S. Chakraborty
A Study on Nonlinear Model Identification Using Pseudo-Bacterial Genetic Algorithm
408(4)
N. E. Nawa
T. Furuhashi
An Evolutionary Approach to the Specification of High Performing Backpropagation Neural Networks
412(4)
T. Whitfort
B. Choi
C. Matthews
J. McCullagh
Solving Constrained Optimization Problems with New Penalty Function Approach Using Genetic Algorithms
416(4)
X. H. Yu
W. X. Zheng
B. L. Wu
X. Yao
An Evolution Algorithm for Solving the Knight's Tour Problem
420(4)
M. H. Lim
G. S. Khoo
S. Krishnan
C. Y. Pang
S. C. Lee
Coevolutionary Genetic Algorithm with Effective Exploration and Exploitation of Useful Schemata
424(4)
H. Handa
N. Baba
O. Katai
T. Sawaragi
Population-Based Automatic Programming - Part 1: Description of the Algorithm
428(4)
J. A. Schoonees
E. Jakoet
Population-Based Automatic Programming - Part 2: Performance on Some Example Problems
432(4)
J. A. Schoonees
E. Jakoet
A Genetic Algorithm Approach to Optimization Problems in an Uncertain Environment
436(4)
H. Tamaki
T. Arai
Analysis of Evolutionary Fuzzy Controller for a Mobile Robot
440(4)
S. B. Cho
S. I. Lee
A Society Model for Co-operative Co-evolutionary Algorithms
444(4)
Q. Zhao
Evolutionary Approach to the Development of Social Structures by Individual Interaction in a Constrained Environment
448(4)
G. Haza-Vandenpeereboom
L. N. Gray
S. J. Gill
Evolution of Random Synaptic Weights of the Hopfield Associative Memory: How Chaotic Trajectories Turn into Fixed Point Attractors?
452(4)
A. Imada
K. Araki
Evolving a Program Defined by a Formal Grammar
456(4)
P. A. Whigham
A Genetic Algorithm Framework for Traffic Scheduling in ATM Networks
460(4)
M. H. Lim
T. H. Cheng
A. Balaram
S. Krishnan
A Grouping Genetic Algorithm for Line Balancing with Resource Dependent Task Times
464(5)
E. Falkenauer
A Memetic Algorithm for the Maintenance Scheduling Problem
469(4)
E. K. Burke
A. J. Smith
Emerging Market Analysis: Using A Genetic Algorithm-Based Approach to Investigate the Effects of Interest Rate Changes on Market Timing
473(4)
G. S. Khoo
H. C. Tan
M. H. Lim
W. C. Yeong
A Constraint-Directed Genetic Algorithm for University Timetable Planning
477(4)
S. Deris
S. Omatu
H. Ohta
P. Saad
Soft Computing for Data Analysis, Clustering, Learning and Optimisation 481(78)
The Supremum and the Infimum of the Encouragement Factor in the Gaussian Machine
482(4)
T. Nitta
Active Mesh for Minimal Surface Problems
486(4)
C. Liou
Q. Chang
Learning Feature Weights for Similarity Measures
490(4)
Y. Wang
N. Ishii
A New Gradient Descent Based Self-Generating Fuzzy Algorithm Using the Partition of Fuzzy Input Space
494(4)
K. Kim
O. Kwon
Incremental Learning for Pattern Classification
498(4)
H. Nakayama
M. Yoshida
S. Yanagiuchi
Evolving Soccer Strategies
502(4)
R. Salustowicz
M. Wiering
J. Schmidhuber
Use of the Genetic Algorithm for Solving the Wavelength Assignment Problem
506(4)
L. Wuttisittikulkij
M. J. O'Mahony
Lotto-Type Competitive Learning
510(4)
A. Luk
S. Lien
Workload Characterisation Based on AI Techniques
514(4)
K. I. Shihab
Another Fuzzy Clustering Algorithm
518(4)
V. Cherkassky
Y. Lee
Structure of Models Based on Classification
522(4)
M. Sata
Y. Sato
Connectionist Analogical Inference in Relational Isomorphism Paradigm
526(5)
S. Yasui
Solving Linear Systems by a Neural Network Canonical Form of Efficient Gradient Descent
531(4)
M. Bianchini
S. Fanelli
M. Gori
M. Protasi
The ck-Nearest Neighbor Distance Network: A Network Using Class Boundary Feature Distances
535(4)
D. K. Y. Chiu
F. E. Kavanaugh
Asymmetric Proximity Functions and their Applications
539(4)
Y. Sato
M. Sato
A Revised Method for Generating Fuzzy Subsets from Tolerance Relations
543(4)
T. Murai
A. Kitada
Y. Sato
An Intelligent Network Routing Algorithm by a Genetic Algorithm
547(4)
M. Munetomo
Y. Takai
Y. Sato
Rasterizing Algebraic Curves and Surfaces in the Space with Exact Distances
551(4)
M. Mizuta
Fuzzy Fusion for Surface Landmines Detection
555(4)
A. Filippidis
L. C. Jain
N. Martin
Probabilistic and Statistical Methods. Approximate Reasoning 559(73)
New Algorithm for Principal Components and Minor Components Extraction
560(4)
T. Chen
Q. Lin
Semantics of Dichotomous Probabilistic Databases
564(4)
A. Ramer
H. Yu
Bayes Rule and Expected Utility Rule: An Unified Axiomatic Approach
568(4)
C. Bertoluzza
M. D. Bacco
Using Bayesian Networks for Abduction in Argumentation
572(4)
I. Zukerman
R. McConachy
K. B. Korb
Modelling Neural Networks with Sequential Hypotheses Tests
576(4)
U. Anders
O. Korn
Modelling ARMA Time Series: the Effect of Noise
580(4)
H. B. Hwarng
Bayesian Network that Learns Conditional Probabilities by Neural Networks
584
Y. Motomura
I. Hara
H. Asoh
T. Matsui
Learning of a Multiple Threshold Perceptron Based on Stochastic Approximation
558(34)
K. Kubo
R. Takiyama
Neural Network Approach for Eigendecomposition of a Matrix
592(4)
Y. Tan
C. Deng
Z. He
Constrained Locally Weighted Regression for Process Modelling
596(4)
S. Matsushima
A. Hoffmann
A Best-First Search Method for Anytime Evaluation of Belief Networks
600(4)
N. Jitnah
A. E. Nicholson
The Trade-Off between Solution Quality and Computing Times of Intelligent Algorithms---A Computational Study on the Role of Parameters and Time Budgets
604(4)
K. Kurbel
Linear Regression Based Combination of Neural Classifiers
608(4)
X. Lin
Y. Wu
X. Ding
Unsupervised Learning of Data Principal Eigenstructure
612(4)
M. N. Shirazi
F. Peper
H. Sawai
Extended Simulated Annealing Algorithm Based on Grand Canonical Ensemble
616(4)
C. H. Song
W. D. Lee
A Feedback PCA Network with Powered Correlation Memory
620(4)
D. Deng
Feedforward Sequential Learning For Complex I/O Mappings
624(4)
M. K. Weir
L. H. Chen
How Well Does A Neural Network Model ARMA Models?
628(4)
H. B. Hwarng
Q. Lu
Blind Source Separation 632(21)
Non-Holonomic Constraints in Learning Blind Source Separation
633(4)
S. Amari
T. Chen
A. Cichocki
Blind Source Separation and Deconvolution of Fast Sampled Signals
637(4)
A. D. Back
A. Cichocki
Adaptive Blind Deconvolution and Equalization with Self-Adaptive Nonlinearities: An Information-theoretic Approach
641(4)
S. Choi
A. Cichocki
S. Amari
Natural Gradient Learning Algorithms for Decorrelation
645(4)
S. Choi
S. Amari
A. Cichocki
On-line Adaptive Algorithms for Blind Equalization of Multi-Channel Systems
649(4)
A. Cichocki
J. Cao
I. Sabala
Design and Implementation of Intelligent and Neural Systems 653(100)
Biologically Inspired Pitch Detection System
654(4)
S. C. Lim
A. R. Temple
S. Jones
R. Meddis
Implementing Artificial Neural Networks in Analogue VLSI
658(4)
R. Woodburn
A. F. Murray
Practical Design Methodology for Commercial Automatic Coin Recognizers Based on Neural Decision Engines
662(4)
J. M. Moreno
J. Madrenas
J. Cabestany
J. R. Launa
Self-Organising Neural Networks: Their Application to ``Real-World'' Problems
666(4)
A. W. G. Duller
Towards Actual Neural Coprocessors for Heterogeneous Embedded Systems
670(4)
A. Konig
Representation and Identification of Human Faces using Partitioned Iterated Function Systems
A. Z. Kouzani
F. He
K. Sammut
Evolvable Hardware --- A Short Introduction
674(4)
J. Torresen
Genetic Algorithm Optimisation of FPLD Circuit Synthesis from High-Level Modular Descriptions
678(4)
R. B. Maunder
G. G. Coghill
Z. A. Salcic
Aspects of Genetic Algorithms in Evolvable Hardware Implementation
682(4)
M. G. Negoita
A. H. Dediu
D. Mihaila
A High-Performance Hardware Implementation of a Survival-Based Genetic Algorithm
686(6)
B. Shackleford
E. Okushi
M. Yasuda
H. Koizumi
K. Seo
T. Iwamoto
H. Yasuura
New Neural Network Architectures Based on Fractional Fourier Transforms for Large-Scale Optical Implementations
692(4)
S. Y. Lee
S. I. Jin
Y. S. Bae
S. G. Shin
C. H. Park
S. Y. Shin
A 1.2 GFLIPS Fuzzy Logic Inference Processor: Breaking the Billion Rules Per Second Barrier
696(4)
M. J. Lees
D. A. Campbell
A Fully Parallel Fuzzy Inference Processor with True Centre-of-Gravity Defuzzification
700(4)
M. J. Lees
D. A. Campbell
Reduction of the Test Time for Mass Produced LSI Devices by Genetic Algorithms
704(4)
T. Iwamoto
S. Kobashi
N. Sakashita
J. Mitsuishi
K. Tanaka
K. Kyuma
CMOS Analog Integrated Circuit for Competitive Neural Array
708(4)
F. Gomez-Castaneda
L. M. Flores-Nava
J. A. Moreno-Cadenas
PANNS - A Parallelized Artifical Neural Network Simulator
712(5)
T. Fuerle
E. Schikuta
Real-Time On-Line Fuzzy Logic Simulation System
717(4)
A. Watson
An Architecture for Distributed Connectionist Computation
721(4)
R. Ward
M. Purvis
R. Raykov
F. Zhang
M. Watts
Moving from Conceptual Graphs to Object-Oriented Development
725(4)
E. Todd
E. Kemp
A. Jeffries
D. Gray
Building the Interface: A Comparison of Three Approaches to Early Interface Development
729(4)
E. A. Kemp
Optical Neural Network for Pattern Analysis
733(4)
A. V. Pavlov
Construction of Algebra of Fuzzy Numbers by Optical Holography
737(4)
A. V. Pavlov
Optical Implementation of Artificial Neural Nets (ANNs)
741(4)
F. T. S. Yu
Optical Design of Associative Memory Using a Bistable Spatial Light Modulator
745(4)
H. Toyoda
Y. Suzuki
M. Ishikawa
Technique for Ultrafast Image Transmission and 3-D Holographic TV
749(4)
T. Konishi
Y. Ichioka
Part III: Intelligent Information Systems and their Applications
Hybrid Systems 753(77)
A Model of Logical Inference Like Association by Distributed Pattern Memory
754(4)
T. Omori
M. Nishizaki
A. Mochizuki
Information Integration of the Office-Conversant Mobile Robot Jijo-2
758(4)
H. Asoh
S. Hayamizu
I. Hara
Y. Motomura
S. Akaho
T. Matsui
Knowledge Agency and Knowledge Networks
762(4)
A. Namatame
Y. Shimoyama
An Agent Architecture with On-Line Learning of Procedural and Declarative Knowledge
766(4)
R. Sun
Making Neural Networks More Intelligible by Incorporating Prior Knowledge
770(4)
S. Zhao
T. S. Dillon
Hybrid Multiple Component Neural Network Learning with Efficient Pattern Partitioning and PCA
774(6)
C. Park
H. Lee
Neuro-Fuzzy and Multivariate Statistical Classification of Fruit Populations Based on Visible-Near Infrared Spectrophotometry Data
780(5)
J. Kim
A. Mowat
P. Poole
N. Kasabov
A Membership Function Selection Method for Fuzzy Neural Networks
785(4)
Q. Zhou
M. Purvis
N. Kasabov
Dynamic Neuro-Fuzzy Decision Making System
789(4)
J. Shim
S. Seo
C. Hwang
Investigation on a Special Group of Fuzzy Implication Operators and Fuzzy Inference Mechanisms Using a Simplified Rule Base System
793(4)
M. Takacs
Neural Expert System for Loading of Overhead Lines
797(4)
M. Negnevitsky
T. L. Le
Comparative Study of Numeric, Fuzzy, and Cognitive Aggregations on Two Opinions
801(5)
H. Lin
W. Shaw
Virtual Meaning and the Architecture of Neural Networks
806(4)
V. Dimirtov
B. Hodge
Rough Sets and Other Intelligent Techniques for Knowledge Discovery
810(4)
I. Jagielska
Using Argumentation for the Decomposition and Classification of Tasks for Hybrid System Development
814(4)
A. Skabar
A. Stranieri
J. Zeleznikow
Deriving IF-THEN Rules for Intelligent Decision Support via Inductive Learning
818(4)
J. Kacprzyk
G. Szkatula
Modular Recurrent ANN Architectures: Some New Directions from Neuroscience
822(4)
J. G. Wallace
K. Bluff
Combining Constraint Programming and Evolutionary Algorithms in Constrained Decision Optimisation Problems
826(4)
R. Kowalczyk
Machine Learning, Data Mining and Information Retrieval 830(88)
Logical Rules for Classification of Medical Data Using Ontogenic Neural Algorithm
831(4)
W. Duch
R. Adamczak
K. Grabczewski
Rule Extraction from Trained Artificial Neural Networks
835(4)
P. Geczy
S. Usui
Fuzzy Modeling of Nonlinear Systems Using Fuzzy Neural Networks and Genetic Algorithm
839(4)
T. Furuhashi
S. Matsushita
H. Tsutsui
Numeric Law Discovery Using Neural Networks
843(4)
K. Saito
R. Nakano
Refining Expert Knowledge with an Artificial Neural Network
847(4)
R. Andrews
S. Geva
Neural Network Approach for Data Mining
851(4)
S. M. M. Rahman
X. Yu
G. Martin
Feature Subset Selection: A Correlation Based Filter Approach
855(4)
M. A. Hall
L. A. Smith
Incremental Learning Method of GRBF with Recalling of Interfered Patterns --- Application for Case Based Reasoning Systems
859(6)
K. Yamauchi
N. Yamaguchi
N. Ishii
A Fuzzy Logic Approach to Computer Software Source Code Authorship Analysis
865(4)
R. I. Kilgour
A. R. Gray
P. J. Sallis
S. G. MacDonell
A Comparison of Modeling Techniques for Software Development Effort Prediction
869(4)
S. G. MacDonell
A. R. Gray
Rule Extraction in Temporal Sequence Generation from Spatially-Encoded Information by Recurrent Neural Networks
873(4)
S. Kanoh
R. Futami
N. Hoshimiya
Storage of Conceptual Information by Recurrent Neural Networks
877(4)
L. K. Li
S. P. Yung
Self-Organizing Information Retrieval System on the Web: SirWeb
881(4)
K. Niki
Analysis of a Correlation-Type Associative Memory with One-to-many Associations
885(5)
M. Kawamura
M. Okada
Y. Hirai
Finding all Solutions of a Hysteresis Associative Memory
890(4)
Y. Kobayashi
T. Saito
K. Jin'no
Tandem: a Tool for Facilitating the Development of Intelligent Learning Environments
894(4)
R. H. Kemp
S. P. Smith
Structural Learning Approach to Rule Discovery from Data with Continuous Valued Inputs
898(4)
M. Ishikawa
H. Ueda
Rule Extraction in Real Time
902(4)
S. K. Halgamuge
Competitive Learning Clustering for Information Retrieval in Image Databases
906(4)
I. King
T. K. Lau
Mosaic Learning: A New Algorithm for Self Organising Neural Networks to Learn Dynamic Channel Assignment Schemes
910(4)
D. Tissainayagam
D. Everitt
M. Palaniswami
Discovering Inter-Attribute Relationships
914(4)
G. Holmes
Intelligent Control and Robotics 918(65)
A Neuro-Fuzzy Approach for the Sensor-Based Driving Situation Identification
919(4)
W. Hauptmann
F. Graf
K. Heesche
Imagine that You are the Brain in a Robot!
923(4)
J. H. Andreae
Linguistic Geometry: A Formal Language for Intelligent Control
927(4)
B. Stilman
Integrating Positioning, Communication and Control in a Mobile Computing Environment
931(4)
Z. Salcic
E. Chan
H. Fok
A. Ip
Performance of Neural Networks Based Adaptive Backthrough Control
935(4)
V. Kecman
T. Rommel
Traffic Control Model with Neural Network Analogy
939(4)
T. Ohira
K. Inoue
Y. Takeshima
Behaviour-Based Control Applied to Robotic Handling of Variable Objects
943(4)
W. E. Friedrich
P. K. Lim
A Reactor Control System Selection Expert System
947(4)
L. A. De Meio
C. J. Williamson
Decision Support for Command and Control Systems
951(4)
P. Wilson
Adaptive Control Design for Linear Multivariable Systems via Backstepping Approach
955(4)
Y. Wu
X. Yu
System Identification Problems via a Single-Layer Feedforward Neural Network
959(4)
S. M. M. Rahman
X. Yu
M. Zhihong
Adaptive Control Design for Linear Time Varying Systems
963(4)
Y. Wu
X. Yu
Robust Control of Bilinear Systems in the Presence of Parametric Uncertainty
967(4)
P. Shi
S. Shue
Y. Shi
R. K. Agarwal
A Multinet Neural Architecture for Evolving Collective Robotic Intelligence
971(4)
B. Zhang
Y. Hong
Using Trainable Computing Networks in the Optimization of Lake Regulation
975(4)
M. Huttunen
E. Ukkonen
B. Vehvilainen
Improving Inverse Control on Real Time by Means of Neural Networks
979(4)
D. Barrios
I. M. Galvan
P. Isasi
J. Rios
Prediction 983(25)
Numeric Prediction Using Instance-Based Learning with Encoding Length Selection
984o(4)
D. Kilpatrick
M. Cameron-Jones
The Application of Neural Networks and Partial Least Squares in Korea Weather Prediction
988o(4)
D. Hwang
M. Han
Forecasting a Variable Multiple Cyclic Process with Confidence
992o(4)
D. L. Tuck
H2 Filtering of Continuous-Time Systems with Jumps and Norm-Bounded Uncertainties
996(4)
P. Shi
Y. Shi
Prediction of Atmospheric Pollution by Particulate Matter Using a Neural Network
1000(4)
P. Perez
A. Trier
C. Silva
R. Montano
A Network of Neural Nets to Model Power System Networks for Fault Diagnosis
1004(4)
R. K. Rayudu
S. Samarasinghe
Optimisation and Scheduling 1008(42)
Finding Multiple Solutions in Order Based Problems Using a Multi-Chromosome Genetic Algorithm
1009(4)
S. Ronald
S. Kirkby
Optimizations of TSP by SOM Method
1013(4)
T. Maenou
K. Fujimura
H. Tokutaka
S. Kishida
Scheduling Trains with Genetic Algorithms
1017(4)
A. E. Bud
A. E. Nicholson
A Hybrid Heuristic for Scheduling a Hybrid Flowshop Maximum Completion Time Problem
1021(4)
F. Riane
A. Artiba
Simulation Based Smart Scheduler for Manufacturing Systems
1025(5)
C. Raczy
A. Artiba
A Genetic Algorithm Approach to Job Shop Scheduling
1030(4)
K. Lee
T. Yamakawa
E. Uchino
K. Lee
Genetic Algorithms Applied to University Exam Scheduling
1034(4)
N. Jenkins
T. Gedeon
A Phased Evolutionary Approach for the Timetable Problem: An Initial Study
1038(4)
E. K. Burke
J. P. Newall
An Efficient Algorithm for Estimating Higher-Order Spectra of Time Series Based on Neural Network Auto-Regressive Model
1042(4)
N. Toda
S. Usui
Genetic Evolution of a Neural Network's Input Vector for Meteorological Estimations
1046(4)
J. McCullagh
B. Choi
K. Bluff
Signal Processing and Speech Recognition 1050(70)
Voice Command II: A DSP Implementation of Robust Speech Recognition in Real-World Noisy Environments
1051(4)
S. Y. Lee
D. S. Kim
K. H. Ahn
J. H. Jeong
H. Kim
S. Y. Park
L. Y. Kim
J. S. Lee
H. Y. Lee
A Methodology for Speech Data Analysis and a Framework for Adaptive Speech Recognition Using Fuzzy Neural Networks
1055(6)
N. Kasabov
R. Kozma
R. Kilgour
M. Laws
J. Taylor
M. Watts
A. Gray
The ARISTOTLE Speech Recognition System
1061(4)
C. Waters
B. MacDonald
Quasi-Orthogonal Maps for Dynamic Language Recognition
1065(3)
A. D. Blair
J. B. Pollack
Neural Predictive Coding: Application to Phoneme Recognition
1068(4)
J. L. Zarader
B. Gas
J. C. Didiot
P. Sellem
A Study on the Continuous Wavelet Transform for the Vietnamese Speech Processing
1072(4)
T. Le-Tien
An Agent Based Framework for Modular Speech Recognition and Language Processing Systems
1076(4)
A. R. Gray
R. I. Kilgour
N. K. Kasabov
HMM Training Using Incremental Neural Network on Speech Recognition
1080(4)
J. H. Park
T. J. Ki
W. D. Lee
Efficient Parsing of Word-Graphs for Speech Recognition
1084(4)
C. Waters
B. MacDonald
Methods of Linear Combination Based on Different Features
1088(4)
L. Wang
K. Chen
H. Chi
Nonlinear Filter Techniques Using Evolutionary Programming for Interference Suppression in DS Spread Spectrum Systems
1092(4)
Z. Meng
Z. He
The Hybrid ANN/HMM Method with Double MLP Structure for Continuous Speech Recognition
1096(3)
T. Lee
D. Chen
Distant-Talking Speech Recognition with Microphone-Array Sound Pickup and NN/MLLR Environment Equalization
1099(4)
Q. Lin
J. Flanagan
C. W. Che
Robust Speech Recognition in Telephone Network
1103(4)
M. Han
G. Park
J. Park
J. Han
A Between-Word Distance Calculation in a Symbol Domain and its Applications to Speech Recognition
1107(5)
K. Tanaka
H. Kojima
Hybrid HMM-NN Modeling of Stationary-Transitional Units for Continuous Speech Recognition
1112(4)
D. Albesano
R. Gemello
F. Mana
Discriminative Isolated Digit Recognition in Noisy Environments Using Multilayer Perceptron Networks
1116(4)
P. Salmela
K. Laurila
M. Lehtokangas
J. Saarinen
Pattern Recognition and Image Processing 1120(131)
Neural Networks for Feature Selection
1121(4)
N. R. Pal
Fuzzy Radial Basis Function Network
1125(4)
S. Mitra
J. Basak
Neural α-Feature Detector: Feature Detection by Controlling α-Entropy
1129(4)
R. Kamimura
An Experimental Evaluation of the Cascade-Correlation Network in Pattern Recognition Problems
1133(4)
G. C. Vasconcelos
J. N. G. Ribeiro
Object Selection by a Neural Oscillator Network
1137(4)
D. L. Wang
Color Management Using Neural Networks
1141(4)
S. Usui
Y. Arai
S. Nakauchi
Color Gamut Mapping Based on Mutual Color Conversion by Neural Networks
1145(4)
S. Nakauchi
S. Usui
Face Basis Selection for Human Face Representation and Identification
1149(4)
A. Z. Kouzani
F. He
K. Sammut
A Neural Network Based Universal Window Filter Plug-in
1153(4)
M. Siroki
R. H. Pugmire
R. M. Hodgson
R. I. Chaplin
High-Speed X-ray Image Enhancement Using FPGA Customised Hardware
1157(4)
Z. Salcic
J. Sivaswamy
Handwritten Character Recognition Using a Fuzzy Associative Memory
1161(5)
T. Odahara
J. Nakanishi
T. Morifuji
S. Nagasugi
N. Inagawa
T. Yamakawa
Self-Organization of Feature Columns and its Application to Object Classification
1166(4)
S. Suzuki
N. Ueda
Wane Detection Using a Universal Neural Network Window Filter
1170(4)
R. I. Chaplin
M. Siroki
R. M. Hodgson
R. H. Pugmire
Rotation, Translation, and Scaling Tolerant Recognition of Complex Shapes Using a Hierarchical Self-Organising Neural Network
1174(5)
T. Sabisch
A Ferguson
H. Bolouri
Automatic Face Recognition for Access Control Using Horizontal and Vertical Features Based on Facial Symmetries
1179(4)
S. Kim
H. Sung
K. Park
H. Choi
Context-Free Multiple-Object Segmentation Using Edge-Preserving Attention Operator Based on Modified GST
1183(4)
T. Koo
J. Jeon
J. Kim
H. Choi
An Adaptive Restoration of Spatially Varying Blurred Images Based on Local Edge Information
1187(4)
J. Lee
J. Chang
H. Sung
H. Choi
Texture Image Segmentation Method by Using Pyramid Linking and Self-Organizing Neural Network
1191(4)
J. Zhang
S. Oe
Color Edge Detection via Neural Networks
1195(4)
I. Vicarte Mayer
H. Takahashi
Nonlinear Image Interpolation by Radial Basis Function Networks
1199(4)
M. Yasukawa
T. Ikeguchi
M. Takagi
T. Matozaki
A Coloring Method of Gray-Level Image Using Neural Networks
1203(4)
J. Yoo
S. Oh
Results of an Automated Hierarchical Image Matching System
1207(4)
S. A. Israel
A Nonlinear Prediction Search Algorithm with Successive Differentiation for Video Coding
1211(4)
L. Luo
C. Zou
Z. He
Unconstrained Handwritten Numerals Recognition Using Line Features Extracted by DOG Filters
1215(4)
M. Sasaki
Y. Hirai
Lattice Neural Network Model and its Application to Handwritten Word Recognition
1219(4)
K. Yamanaka
S. Kuroyanagi
H. Sakai
A. Iwata
Combining Neural Network and Stroke-Based Method for Handwritten Numeral Recognition and its Application to Tax-form Processing
1223(4)
P. K. Kim
H. Lim
Improved Mixed Thai and English OCR Using Two-Step Neural Net Classification
1227(4)
C. Tanprasert
W. Sinthupinyo
P. Dubey
T. Tanprasert
Handwritten Digit Recognition by Combining Structure-Adaptive Self-Organizing Maps
1231(4)
S. Cho
Structure Adaptive Multilayer SOM with Partial Supervision for Numeral Recognition
1235(4)
P. N. Suganthan
The Temporary Degradation of the Stored Information on Cross-coupled Network and its Application for Separation of Overwritten Patterns
1239(4)
M. Shimono
T. Miki
T. Yamakawa
Application of Neural Deformable Templates to Hand Written Digit Classification
1243(4)
D. S. Banarse
A. W. G. Duller
Contour Segmentation from Handwritten Numbers Overlapping a Frame by Using NN Based Adaptive Thresholding
1247(4)
I. Nagayama
H. Fukushima
Applications of AI and Intelligent Systems in Engineering, Business and Medicine 1251
A Fuzzy Approach to Fault-Tree Construction
1252
N. Vojdani
Application of Simulation and Fuzzy Logic for the Optimisation of Multi-Stage Production Processes in a Steel Mill
1255
B. Hellingrath
M. Hoenen
C. Mazzocco
Prediction of Thermodynamic Properties for Chemical Engineering with the Aid of Computational Intelligence
1259
P. Ulbig
T. Friese
H. Geyer
C. Kracht
S. Schulz
A Generalization of the MURAI-KITADA-SATO Method of Generating Fuzzy &kappa-Partitions
1263
H. Thiele
An Application of a Way of Generating Fuzzy κ-Partitions to Fuzzy Clustering
1267
T. Murai
A. Kitada
Y. Sato
Variable-Structured Systems with Fuzzy Tuning for Power Generation Control
1271
Q. P. Ha
M. Negnevitsky
Neural Network Approach to Surface Finish and Force Estimation in Turning
1275
V. Karri
M. McGregor
Direct and Inverse Modelling of Turning Performances Using Neural Networks
1279
M. McGregor
V. Karri
The Application of Fast Fuzzy Logic Control in 3-Phase Switched Rectifier Systems
1283
K. Hoffman
Software Package Based on the Continuous Wavelet Transform for Automatic Target Recognition
1287
T. Le-Tien
T. D. Nguyen
Comparing Conventional Techniques and Artificial Neural Networks for Predicting the Risk of Business Failure
1291
X. Wu
A. Flitman
Approximating Foreign Exchange Rates by Recurrent Neural Network Dynamics
1295
L. K. Li
Phenotype-Object Programming, Phenotype-Array Datatype, and an Evolutionary Combinatorial-Parametric FX Trading Model
1299
P. Nacaskul
Using Neural Networks for Sales Forecasting: A Comparison of Methods
1305
E. Ong
A. Flitman
Correlation Basis Function Network and Application to Financial Market Trading
1309
K. F. Cheung
K. H. Wong
Analysis of Complex Systems Using the Self-Organizing Map
1313
O. Simula
E. Alhoniemi
J. Hollmen
J. Vesanto
Applications of Self-Organising Maps to a Chemical Analysis
1318
H. Tokutaka
K. Fujimura
K. Iwamoto
S. Kishida
K. Yoshihara
Novelty Detection Using Self-Organizing Maps
1322
A. Ypma
R. P. W. Duin
Electric Load Modelling with Neural Networks: An Insight into the Black Box
1326
P. D. Brierley
W. J. Batty
Identification of a Turbogenerator Using Dynamic Neural Networks
1330
A. Yazdizadeh
K. Khorasani
Decision Support in Smart Wheelchairs
1334
S. K. Halgamuge
L. Jain
Analysis of Decision Making in Induction of Labour Using Rough Sets
1338
D. T. Parry
W. K. Yeap
N. Pattison
Schematic Modeling of the Chaotic Activation of Muscle Fiber by Using Recurrent Neural Network
1342
I. Nagayama
N. Akamatsu
Adaptive Extraction of Nucleus Region from Stained Cancer Image by Using Modified Quantization Network
1348
I. Nagayama
T. Yoshino
Application of Evolutionary Algorithms to Protein Folding Prediction
1352
A. Piccolboni
G. Mauri
Author Index I-1

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