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Tables of Contents for Intelligent Techniques and Soft Computing in Nuclear Science and Engineering
Chapter/Section Title
Page #
Page Count
Preface
xi
 
D. Ruan
H. Ait Abderrahim
P. D'hondt
E.E. Kerre
Invited Lectures
Dynamic Fuzzy Data Analysis and Uncertainty Modeling in Engineering
3
13
H.-J. Zimmermann
Computing with Words--Made Easy
16
11
P.P. Wang
Fuzzy-Neural Systems: A Basis for Soft-Computing
27
8
M.M. Gupta
Blend of Soft Computing Techniques for Effective Human-Machine Interaction/Interface in Service Robotic Systems
35
10
Z.N. Bien
W.-K. Song
PART 1: MATHEMATICAL TOOLS AND NEW DEVELOPMENTS
45
144
Images under Fuzzy Relations: A Master-Key to Fuzzy Applications
47
8
M. De Cock
M. Nachtegael
E.E. Kerre
Fuzzy Stopping of a System with Randomness and Fuzziness
55
7
Y. Yoshida
Interactive Fuzzy-Project Planning with Flexible Extended Addition
62
10
H. J. Rommelfanger
Conditional Previsions in Imprecise Reliability
72
8
L.V. Utkin
I.O. Kozine
New Formulations of Law of Large Numbers and Its Convergence in the Framework of Possibility Theory
80
7
M. Oussalah
Fuzzy Reasoning Based on Generalized If-Then Rule
87
9
Y. Xu
L. Zhang
W.-J. Li
J.-L. Wu
Optimizing the Decision on Recruiting Postgraduates
96
4
S.-L. Luo
H.-S. Guo
Characterization of Fuzzy Ideal in a BCK-Algebras Using the Notion of Fuzzy Point
100
8
C. Lele
C.-X. Wu
Learning and Applications Based on Rough Set Theory
108
8
D. Cai
Single Neuron as a Quantum Computer--Morphogentic Neuron
116
10
G. Resconi
A.J. van der Wal
A Generalized Rough Set Approach to Attribute Generalization in Data Mining
126
8
T. Li
Y. Xu
Stability Analysis Using Control Rule Base for Fuzzy Control System with Multivariable
134
8
H.-L. Zhao
Genetic Optimization with Fuzzy Decoding
142
8
Y.-C. Tang
T.-M. Huang
W.-M. Pan
Application of Lattice and Lattice-Congruence in Fuzzy Reasoning and Control Decision
150
6
T.-M. Huang
Interesting Rough Lattice-Based Implication Rules Discovery
156
8
Y. Zhao
P.-F. Shi
A New Method for Group Decision Making Based on Fuzzy Logic
164
8
S. Eickemeier
H.J. Rommelfanger
Extracting Compact Fuzzy Rules Based on Adaptive Data Approximation Using B-Splines
172
8
J. Zhang
S. Koeper
A. Knoll
Calculating Fuzzy Risk with Incomplete Data
180
9
C.-F. Huang
H.-L. Bai
PART 2: INTELLIGENT ENGINEERING APPLICATIONS
189
186
Application of Expert System and Machine Learning Approach to Intelligent Man-Machine Interface
191
7
M. Sorf
L. Janku
L. Lhotska
V. Eck
Application of Multi-input and Multi-output Fuzzy Control Reasoning Method in Industry Calcium Carbide Furnace
198
8
J.-L. Wu
Y. Xu
About the Incremental Validation of First-Order Stratified Knowledge-Based Decision-Support Systems
206
8
E. Gregoire
D. Ansart
Discounted Possibilistic Cash Flows Versus Probabilistic Cash Flows
214
10
C. Kahraman
D. Ruan
E. Tolga
Noise Identification and Its Influence on Kalman Filter Divergence
224
7
M. Oussalah
J. De Schutter
Segmentation of Images Using a Simplified Watershed Algorithm (invited)
231
8
R. Serneels
M. Nieniewski
E.E. Kerre
Satellite Image Restoration Based on Atmospheric MTF Evaluation
239
8
D. Arbel
N.S. Kopeika
Processing of Digital Satellite Imagery by Thematically Specialized Neural Networks
247
8
A. Barsi
A GIS Application to Enhance Cell-based Information Modeling
255
8
J. Benedikt
S. Reinberg
L. Riedl
Change Detection: Using Landsat Images to Observe a Uranium Mine
263
8
S. Kreft
M. Canty
G. Menz
Expert Systems Architecture for Image Classification Using Morphological Operators
271
10
R.M. De Moraes
G.J.F. Banon
S.A. Sandri
Genetic Feature Selection Combined with Fuzzy KNN for Hyperspectral Satellite Imagery
281
8
S.-X. Yu
S. De Backer
P. Scheunders
Reducing Inconsistencies in Intuitionistic 2-Way Adaptive Fuzzy Control Systems
289
8
E. Gurkan
A.M. Erkmen
I. Erkmen
Improving Model Accuracy Using Logical Combinations of Neural-Based Networks
297
6
A. Thammano
Robust Adaptive Fuzzy Control for a Class of Uncertain Nonlinear Systems
303
8
Y.-S. Yang
X.-L. Jia
C.-J. Zhou
Knowledge Representation Using Fuzzy Logic Based Characteristics for Safety Related Applications Part I: Basic Investigations
311
8
R. Hampel
N. Chaker
M. Wagenknecht
Knowledge Representation Using Fuzzy Logic Based Characteristics for Safety Related Applications Part II: Applications
319
8
R. Hampel
N. Chaker
H. Stegemann
Intelligent Robotic Control Using Reinforcement Learning Agents with Fuzzy Evaluative Feedback
327
8
C.-J. Zhou
J. Kanniah
Q.-C. Meng
Predictive Mobile Robot Navigation Using Soft Computing Techniques
335
8
J. Gomez-Ortega
D.R. Ramirez
D. Limon
E.F. Camacho
Fuzzy Logic-Based Path Planning for a Mobile Robot
343
8
K. Kim
J-J. Park
M.-S. Yang
O.-S. Kwon
E.-H. Lee
Intelligent Adaptive Model-Based Control of Robotic Dynamic Systems with a New Hybrid Neuro-Fuzzy-Fractal Approach
351
8
O. Castillo
P. Melin
Adaptive Intelligent Control of Aircraft Dynamic Systems with a New Hybrid Neuro-Fuzzy-Fractal Approach
359
10
P. Melin
O. Castillo
Soft Information: Deviant Logic in Jokes, Rumors, and Stories
369
6
D.J.B. Vanpee
PART 3: NUCLEAR ENGINEERING APPLICATIONS
375
168
An Evaluation Method on the Integrated Safeguards Based on Fuzzy Theory
377
12
H. Matsuoka
Y. Nishiwaki
A. Ryjov
A. Belenki
Lattice-Valued Linguistic Expression and Its Application to the Safety Evaluation for Transmission Lines
389
8
J. Liu
D. Ruan
Forecasting Nuclear Plants' Accidents Happen and Their Energy Supplies
397
9
C.-C. Tsai
S.-J. Wu
Fuzzy Systems to Process ECG and EEG Signals for Quantification of the Mental Workload
406
8
B.-S. Moon
H.-C. Lee
I.-S. Oh
Y.-H. Lee
J.-W. Lee
Practical Implementation of a Fuzzy Decision Support System for the Economic Calculus in Radioactive Waste Management
414
7
P.L. Kunsch
P. Fortemps
Combined Effects of Atomic Radiation and Other Agents in Hiroshima and Nagasaki and Possible Application of Fuzzy Theory
421
8
Y. Nishiwaki
H. Matsuoka
Knowledge Discovery for Controlling Nuclear Power Plants
429
8
J.-W. Guan
D.A. Bell
A CANDU Fuel Pin Power Reconstruction Using an Adaptive Fuzzy Inference System
437
8
M.G. Na
W.-S. Yang
H.-B. Choi
Optimization of the Number of Fuzzy Rules Towards a Better Temperature Control of Nuclear Reactors
445
10
M. Si Fodil
P. Siarry
J.-L. Tyran
Fuzzy System of Automatic Failure Classification
455
7
I. Petruzela
Integration of Sensor Validation in Modern Control Room Alarm Systems
462
8
P.F. Fantoni
M. Hoffmann
B.H. Nystad
M.V. De Oliveira
Enchancement of Inspection Performance of KAETI (KAERI Thermo Inspector) Using Technique of Mapping Thermal Image into Real Image
470
8
J.-W. Cho
N.-H. Lee
S.-H. Kim
D.-S. Park
Development of On-line Hybrid Electronic Radiation Dosimeter for a Mobile Robot Using Commercial Power pMOSFET and Pin Diode
478
10
N.-H. Lee
J.-W. Cho
S.-H. Kim
G.-U. Youk
A Study on the Incipient Fault Diagnosis of a Radwaste Solar Evapolation Processing System Using a Neural Network
488
8
H.-S. Park
K. Kim
G.-N. Kim
J.-S. Shon
K.-K. Bae
Wavelet-based Recurrent Neural Networks for Transient Classification
496
8
D. Roverso
Water Level Measurement System for Boiling Water Reactors Using Internal Gamma Radiation--Neural Network Application
504
8
R. Hampel
S. Fleischer
F. Drager
T. Maekawa
Optimization of Fuel Reload for a BWR Using Neural Networks and Genetic Algorithms
512
7
J.J. Ortiz Servin
I. Requena Ramos
Coupled Emergency Diesel Generator--Component Coolant Water System Maintenance Scheduling Optimization by Genetic Algorithms
519
8
C.M.F. Lapa
C.M.N.A. Pereira
P.F. Frutuoso e Melo
Optimization of the Device of Stages through Genetic Algorithms for Non-Markovian Systems Reliability Evaluation: An Application to Nuclear Safety Systems
527
8
M.E. Costa Nunes
C.M.N.A. Pereira
P.F. Frutuoso e Melo
Remotely Operated Vehicle for Collecting Contamination in Hot-Cell
535
8
K. Kim
H.-S. Park
J.-J. Park
M.-S. Yang
Author Index
543