Engineering of Intelligent Systems : 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001, Budapest, Hungary, June 4-7, 2001: Proceedings

by Monostori, Laszlo; Vancza, Jozsef; Ali, Moonis

• ISBN13: 9783540422198
• ISBN10: 3540422196
• Format: Paperback
• Copyright: 2001-06-01
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Export Systems, IEA/AIE 2001, held in Budapest, Hungary in June 2001. The 104 papers presented were carefully reviewed and selected from a total of 140 submissions. The proceedings offer topical sections on searching, knowledge representation, model-based reasoning, machine learning, data mining, soft computing, evolutionary algorithms, distributed problem solving, export systems, pattern and speech recognition, vision language processing, planning and scheduling, robotics, autonomous agents, design, control, manufacturing systems, finance and business, software engineering, and intelligent tutoring.

Table of Contents

Search
Solving Network Synthesis Problems Using Ant Colony Optimisation	1	(10)
M. Randall
E. Tonkes
A Combined Swarm Differential Evolution Algorithm for Optimization Problems	11	(8)
T. Hendtlass
An Evolutionary Optimum Searching Tool	19	(6)
Z. Toth
G. Kokai
Value Prediction in Engineering Applications	25	(10)
G. Ziegler
Z. Palotai
T. Cinkler
P. Arato
A. Lorincz
Scatter Search with Random Walk Strategy for SAT and MAX-W-SAT Problems	35	(10)
H. Drias
M. Khabzaoui
Move Ordering Using Neural Networks	45	(6)
L. Kocsis
J. Uiterwijk
J. van den Herik
Knowledge Representation
Why Use a Unified Knowledge Representation?	51	(10)
J. Debenham
Lazy Knowledge Base Update	61	(10)
W. Lukaszewicz
E. Madalinska-Bugaj
On the Computational Aspect of Rule Based Database Updates	71	(11)
Y. Bai
Y. Zhang
Building an Information and Knowledge Fusion System	82	(10)
T. Meszaros
Z. Barczikay
F. Bodon
T.P. Dobrowiecki
G. Strausz
Hierarchical Approach for Engineering Skills Acquisition	92	(9)
M.S. Levin
Dealing with Information in the Different Styles Together - Skill Inheritance and Integration of Information	101	(6)
S. Ohsuga
N. Ueda
Knowledge Modelling in Support of Knowledge Management	107	(6)
R. Kende
A New Approach in Object-Based Knowledge Representation: The AROM System	113	(6)
M. Page
J. Gensel
D. Bardou
C. Capponi
C. Bruley
V. Dupierris
P. Genoud
D. Ziebelin
Ontology Integration Tasks in Business-to-Business E-Commerce	119	(6)
B. Omelayenko
Model-Based Reasoning
Using Multiple Models for Debugging VHDL Designs	125	(10)
F. Wotawa
Lessons Learned from Diagnosing Dynamic Systems Using Possible Conflicts and Quantitative Models	135	(10)
B. Pulido
C. Alonso
F. Acebes
Intelligent Assumption Retrieval from Process Models by Model-Based Reasoning	145	(10)
R. Lakner
K.M. Hangos
A Knowledge Model for Automatic Configuration of Traffic Messages	155	(10)
M. Molina
M. Robledo
Machine Learning
Information Extraction from HTML: Combining XML and Standard Techniques for IE from the Web	165	(10)
L. Xiao
D. Wissmann
M. Brown
S. Jablonski
Flexible Similarity Assessment for XML Documents Based on XQL and Java Reflection	175	(12)
D. Buhler
W. Kuchlin
Where to Position the Precision in Knowledge Extraction from Text	187	(10)
L. Xiao
D. Wissmann
M. Brown
S. Jablonski
Generation of Similarity Measures from Different Sources	197	(10)
B. Stein
O. Niggemann
SNN: A Supervised Clustering Algorithm	207	(10)
J.S. Aguilar
R. Ruiz
J.C. Riquelme
R. Giraldez
An Eager Regression Method Based on Best Feature Projections	217	(10)
T. Aydin
H.A. Guvenir
On the Relationship between Learning Capability and the Boltzmann-Formula	227	(10)
P. Stefan
L. Monostori
Data Mining
A View Selection Tool for Multidimensional Databases	237	(10)
H.M. Jamil
G.A. Modica
Inductive Learning of a Knowledge Dictionary for a Text Mining System	247	(6)
S. Sakurai
Y. Ichimura
A. Suyama
R. Orihara
Combining Symbolic and Numeric Techniques for DL Contents Classification and Analysis	253	(6)
Y. Toussaint
J.-C. Lamirel
Soft Computing
Neural Learning from Unbalanced Data Using Noise Modeling	259	(10)
H. Guo
Y.L. Murphey
Neural Modeling of an Industrial Process with Noisy Data	269	(12)
P. Berenyi
J. Valyon
G. Horvath
Enhanced Artificial Neurons for Network Applications	281	(9)
G. Murray
T. Hendtlass
Time Delay Neural Networks Designed Using Genetic Algorithms for Short Terms Inter-City Traffic Forecasting	290	(10)
P. Lingras
P. Mountford
An Efficient hardware Implementation of Feed-Forward Neural Networks	300	(14)
T. Szabo
G. Horvath
MAPS: A Method for Identifying and Predicting Aberrant Behavior in Time Series	314	(12)
E. Kotsakis
A. Wolski
Comparisons of QP and LP Based Learning from Empirical Data	326	(7)
V. Kecman
T. Arthanari
A Fuzzy Cognitive Map Based on the Random Neural Model	333	(6)
J. Aguilar
Synthetic Damage Assessment for RC Structure Based on Fuzzy Logic	339	(10)
C.-H. Tsai
D.-S. Hsu
Genetic Algorithm for Fuzzy Logical Equations Solving in Diagnostic Expert Systems	349	(10)
A. Rotshtein
H. Rakytyanska
Diagnosis Based on Genetic Algorithms and Fuzzy Logic in NPPs	359	(8)
Y. Zhou
X. Fang
B. Zhao
Vagueness in Spatial Data: Rough Set and Egg-Yolk Approaches	367	(7)
T. Beaubouef
F. Petry
Evolutionary Algorithms
Dynamic Trait Expression for Multiploid Individuals of Evolutionary Algorithms	374	(9)
C. Woodward
T. Hendtlass
A Genetic and Evolutionary Programming Environment with Spatially Structured Populations and Built-In Parallelism	383	(10)
M. Rocha
F. Pereira
S. Afonso
J. Neves
Genetic and Evolutionary Algorithms for Time Series Forecasting	393	(10)
P. Cortez
M. Rocha
J. Neves
Layout of Two Dimensional Irregular Shapes Using Genetic Algorithms	403	(9)
R. M'hallah
A. Bouziri
W. Jilani
An Application of Genetic Algorithms to Course Scheduling at the United States Army War College	412	(16)
J.J. Donlon
Separation Surfaces through Genetic Programming	428	(6)
J.C. Riquelme
R. Giraldez
J.S. Aguilar
R. Ruiz
Distributed Problem Solving
Distributed Configuration as Distributed Dynamic Constraint Satisfaction	434	(11)
A. Felfernig
G. Friedrich
D. Jannach
M. Zanker
Representation Choice Methods as the Tool for Solving Uncertainty in Distributed Temporal Database Systems with Indeterminate Valid Time	445	(10)
N. T. Nguyen
Checkpoint-Recovery for Mobile Intelligent Networks	455	(10)
Y. Morita
H. Higaki
Expert Systems
Automotive Product Documentation	465	(11)
A. Kaiser
W. Kuchlin
The Design and Implementation of a Traffic Accident Analysis System	476	(6)
H. Zhang
B. Back
W.L. Zhou
Decision Support System for Shadow Mask Development Using Rule and Case	482	(6)
H. Jin
M. Kim
S. Jung
K. Shon
H. Ha
B. Ye
J. Jo
An Expert System for Ironmaking	488	(6)
J. Tuya
E. Diaz
M. Hermida
J.A.L. Brugos
A. Neira
A. Alguero
F. Obeso
Pattern and Speech Recognition, Vision
Short Circuit Detection on Printed Circuit Boards during the Manufacturing Process by Using an Analogic CNN Algorithm	494	(8)
T. Hidvegi
P. Szolgay
Application of Feature Transformation and Learning Methods in Phoneme Classification	502	(11)
A. Kocsor
L. Toth
L. Felfoldi
A Smart Machine Vision System for PCB Inspection	513	(6)
T.Q. Chen
J. Zhang
Y.L. Murphey
Y. Zhou
Language Processing
Linguistic and Logical Tools for an Advanced Interactive Speech System in Spanish	519	(10)
J. Alvarez
V. Arranz
N. Castell
M. Civit
Selecting a Relevant Set of Examples to Learn IE-Rules	529	(10)
J. Turmo
H. Rodriguez
An Environment for Formal Specification and Verification of Lingware	539	(7)
B. Gargouri
M. Jmaiel
A. Ben Hamadou
Sentence Analysis by Case-Based Reasoning	546	(6)
F. Chakkour
Y. Toussaint
Topic Detection Using Lexical Chains	552	(7)
Y. Chali
Planning and Scheduling
A Mixed Closure-CSP Method to Solve Scheduling Problems	559	(12)
M.I. Alfonso Galipienso
F. Barber Sanchis
Decentralized Autonomous FMS Control by Hypothetical Reasoning Including Discrete Simulator	571	(11)
H. Yamamoto
E. Marui
Distributed Learning and Control for Manufacturing Systems Scheduling	582	(10)
J. Hong
V. Prabhu
An Agent for Providing the Optimum Cycle Length Value in Urban Traffic Areas Constrained by Soft Temporal Deadlines	592	(10)
L.A. Garcia
F. Toledo
Interactive Modeling for Batch Simulation of Engineering Systems: A Constraint Satisfaction Problem	602	(10)
D. Mitra
Approaches to Increase the Performance of Agent-Based Production Systems	612	(10)
B. Kadar
L. Monostori
Scheduling of Production Using the Multi-agent Approach by Hierarchical Structure	622	(10)
B. Frankovic
T.T. Dang
Optimization of Disassembly Sequences for Recycling of End-of-Life Products by Using a Colony of Ant-Like Agents	632	(8)
F. Failli
G. Dini
Robotics
Sound and Visual Tracking for Humanoid Robot	640	(11)
H.G. Okuno
K. Nakadai
T. Lourens
H. Kitano
Developing a Mobile Robot Control Application with CommonKADS-RT	651	(10)
M. Henao
J. Soler
V. Botti
Intelligent Control of Mobile Robot during Autonomous Inspection of Welding Damage Based on Genetic Algorithm	661	(9)
D.-Y. Ju
S. Kushida
Machine Learning for Car Navigation	670	(6)
D. Mitrovic
Autonomous Agents
Implementing Agent Management Using Conversation Patterns and Role Theory	676	(11)
C. Stergiou
G. Arys
An Approach to Coalition Formation Using Argumentation-Based Negotiation in Multi-agent Systems	687	(10)
H. Hattori
T. Ito
T. Ozono
T. Shintani
A Negotiation Model to Support Material Selection in Concurrent Design	697	(11)
R. Barker
L. Holloway
A. Meehan
An XML-Based Language for Coordination Protocol Description in Multi-agent System	708	(10)
M. Weiliang
S. Huanye
Dingpeng
A Distributed Multi-agent Model for Value Nets	718	(10)
C. Dodd
S.R.T. Kumara
Norms for DLP Agents Working in a Warehouse Scenario	728	(6)
I.A. Letia
F. Craciun
Z. Kope
Design
A Methodology for Reliable Systems Design	734	(12)
J. Solano-Soto
L.E. Sucar
Intelligent Support for Interactive Configuration of Mass-Customized Products	746	(11)
A. Felfernig
G. Friedrich
D. Jannach
M. Zanker
Knowledge Decomposition for Conceptual Product Design: An Approach to Develop Specific Domain Expert Systems for Supporting Concurrent Engineering Projects	757	(10)
R. Hermes de Araujo
O. Possamai
L.D. Valentina
Control
Intelligent Control Synthesis of Manufacturing Systems	767	(10)
F. Capkovic
P. Capkovic
A Knowledge Based System for the Maintenance of Chemical Plants and Its Implementation Using OPTRANS	777	(14)
G. Pieri
M.R. Klein
M. Milanese
Different Kinds of Neural Networks in Control and Monitoring of Hot Rolling Mill	791	(6)
L. Cser
J. Gulyas
L. Szucs
A. Horvath
L. Arvai
B. Baross
Non-linear Prediction of Vibration Series for Turbogenerator Unit	797	(7)
Z.-H. Ge
Z.-H. Han
C.-F. Ding
Autonomous Agents Architecture to Supervise and Control a Wastewater Treatment Plant	804	(8)
D. Riano
M. Sanchez-Marre
I. R.-Roda
Agent-Based Support for Handling Environmental and Life-Cycle Issues	812	(9)
E. Zudor
L. Monostori
Manufacturing Systems
Fractal Businesses in an E-Business World	821	(6)
W. Sihn
J. Klink
Optimisation of Process Chains and Production Plants by Using a Hybrid-, AI-, and Simulation-Based Approach	827	(9)
Z.J. Viharos
L. Monostori
A Multi-agent Fuzzy Cognitive Tool for Reengineering Manufacturing Systems	836	(10)
J. Macedo
Finance and Business
Product Line Design with Customer Preferences	846	(10)
A. Markus
J. Vancza
Applying Logic of Information Flow and Situation Theory to Model Agents That Simulate the Stock Market Behaviour	856	(12)
S.B. Teixeira Mendes
O.L.M. de Farias
GAs and Financial Analysis	868	(6)
M. Leus
D. Deugo
F. Oppacher
R. Cattral
Semi-structured Knowledge Representation for the Automated Financial Advisor	874	(6)
B. Galitsky
Software Engineering
Improving Space, Time, and Termination in Rewriting-Based Programming	880	(11)
N. Nedjah
L. de Macedo Mourelle
Knowledge Intensive Case-Based Assistance for Framework Reuse	891	(10)
M. Gomez-Albarran
P.A. Gonzalez-Calero
Deciding on a Pattern	901	(10)
J.C. McPhail
D. Deugo
Program Modeling for Fault Definition Based Static Analysis	911	(8)
T. Illgen
Goal-Driven, Scalable Generation of Complete Interaction Sequences for Testing Graphical User Interfaces	919	(2)
F. Belli
Tutoring
Planning Agents in a Multi-agents Intelligent Tutoring System	921	(10)
R. Nkambou
F. Kabanza
Constraint-Based Tutors: A Success Story	931	(10)
A. Mitrovic
M. Mayo
P. Suraweera
B. Martin
Applying Collision Avoidance Expert System to Navigation Training Systems as an Intelligent Tutor	941	(8)
C. Yang
S. Phan
P. Kuo
F.O. Lin
Author Index	949