Developments in Applied Artificial Intelligence : 15th International Conference on Industrial and Engineering, Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2002, Cairns, Australia, June 2002, Proceedings

by Hendtlass, Tim; Ali, Moonis

• ISBN13: 9783540437819
• ISBN10: 3540437819
• Format: Paperback
• Copyright: 2002-06-01
• Publisher: Springer Verlag

Summary

This book constitutes the refereed proceedings of the 15th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2002, held in Cairns, Australia, in June 2002.The 79 revised full papers presented were carefully reviewed and selected from more than 150 submissions. The papers are organized in topical sections on neural computation, image and speech processing, evolutionary and genetic algorithms, autonomous agents, Internet applications, expert systems, AI applications, knowledge processing, model-based reasoning, and adaptive systems.

Table of Contents

Neural Networks	1	(830)
An Error Back-Propagation Artificial Neural Networks Application in Automatic Car License Plate Recognition	1	(8)
Demetrios Michalopoulos
Chih-Kang Hu
Use of Artificial Neural Networks for Buffet Loads Prediction	9	(8)
Oleg Levinski
Computational Cost Reduction by Selective Attention for Fast Speaker Adaptation in Multilayer Perceptron	17	(8)
In-Cheol Kim
Sung-Il Chien
A Comparison of Neural Networks with Time Series Models for Forecasting Returns on a Stock Market Index	25	(11)
Juliana Yim
Image/Speech 1
Automatic Detection of Film Orientation with Support Vector Machines	36	(11)
Dane Walsh
Christian Omlin
A Generic Approach for the Vietnamese Handwritten and Speech Recognition Problems	47	(10)
Vu Hai Quan
Pham Nam Trung
Nguyen Duc Hoang Ha
Lam Tri Tin
Hoang Kiem
An H Nguyen
Efficient and Automatic Faces Detection Based on Skin-Tone and Neural Network Model	57	(10)
Bae-Ho Lee
Kwang-Hee Kim
Yonggwan Won
Jiseung Nam
Efficient Image Segmentation Based on Wavelet and Watersheds for Video Objects Extraction	67	(10)
Jong-Bae Kim
Hang-Joon Kim
Evolutionary and Genetic Algorithms 1
FPGA-Based Implementation of Genetic Algorithm for the Traveling Salesman Problem and Its Industrial Application	77	(11)
Iouliia Skliarova
Antonio B. Ferrari
Minimal Addition Chain for Efficient Modular Exponentiation Using Genetic Algorithms	88	(11)
Nadia Nedjah
Luiza de Macedo Mourelle
Course Scheduling Using Genetic Algorithm Methods	99	(9)
Raed Abu Zitar
An Evolutionary Algorithm for the Synthesis of RAM-Based FSMs	108	(11)
Valery Sklyarov
Genetic Algorithms for Design of Liquid Retaining Structure	119	(10)
K. W. Chau
F. Albermani
Autonomous Agents
Modelling Crew Assistants with Multi-Agent Systems in Fighter Aircraft	129	(7)
Arjen Vollebregt
Daan Hannessen
Henk Hesselink
Jelle Beetstra
Learning from Human Decision-Making Behaviors --An Application to RoboCup Software Agents	136	(10)
Ruck Thawonmas
Junichiro Hirayama
Fumiaki Takeda
Distributed Deadlock Detection in Mobile Agent Systems	146	(11)
Bruce Ashfield
Dwight Deugo
Franz Oppacher
Tony White
An Agent-Based Approach for Production Control Incorporating Environmental and Life-Cycle Issues, together with Sensitivity Analysis	157	(11)
Elisabeth Ilie Zudor
Laszlo Monostori
Feasibility Restoration for Iterative Meta-heuristics Search Algorithms	168	(11)
Marcus Randall
Best Paper Candidates 1
Optimization of Pulse Pattern for a Multi-robot Sonar System Using Genetic Algorithm	179	(11)
George Nyauma Nyakoe
Makoto Ohki
Suichiro Tabuchi
Masaaki Ohkita
The Suitability of Particle Swarm Optimisation for Training Neural Hardware	190	(10)
David Braendler
Tim Hendtlass
Evolutionary Multi-objective Integer Programming for the Design of Adaptive Cruise Control Systems	200	(11)
Nando Laumanns
Marco Laumanns
Hartmut Kitterer
The Macronet Element: A Substitute for the Conventional Neuron	211	(9)
Tim Hendtlass
Gerrard Murray
Genetic Algorithm Optimisation of Mathematical Models Using Distributed Computing	220	(12)
S. Dunn
S. Peucker
Best Paper Candidates 2
Genetic Algorithm Optimisation of Part Placement Using a Connection-Based Coding Method	232	(9)
Alan Crispin
Paul Clay
Gaynor Taylor
Robert Hackney
Tom Bayes
David Reedman
A Fast Evolutionary Algorithm for Image Compression in Hardware	241	(12)
Mehrdad Salami
Tim Hendtlass
Automatic Speech Recognition: The New Millennium	253	(11)
Khalid Daoudi
Applying Machine Learning for Ensemble Branch Predictors	264	(11)
Gabriel H. Loh
Dana S. Henry
A Customizable Configuration Tool for Design of Multi-part Products	275	(9)
Niall Murtagh
Neural Networks 2
Phase-to-Phase Wave Parameters Measurement of Distribution Lines Based on BP Networks	284	(9)
Fengling Han
Xinghuo Yu
Yong Feng
Huifeng Dong
Learning Capability: Classical RBF Network vs. SVM with Gaussian Kernel	293	(10)
Rameswar Debnath
Haruhisa Takahashi
Trading off between Misclassification, Recognition and Generalization in Data Mining with Continuous Features	303	(11)
Dianhui Wang
Tharam Dillon
Elizabeth Chang
Interacting Neural Modules	314	(11)
Garry Briscoe
The Application of Visualization and Neural Network Techniques in a Power Transformer Condition Monitoring System	325	(10)
Zhi-Hua Zhou
Yuan Jiang
Xu-Ri Yin
Shi-Fu Chen
Internet Applications 1
Entrepreneurial Intervention in an Electronic Market Place	335	(11)
John Debenham
Intelligent Auto-downloading of Images	346	(10)
Vikram Natarajan
Angela Goh
Intelligent Facilitation Agent for Online Web-Based Group Discussion System	356	(7)
Junalux Chalidabhongse
Wirat Chinnan
Pichet Wechasaethnon
Arpakorn Tantisirithanakorn
TWIMC: An Anonymous Recipient E-mail System	363	(10)
Sebon Ku
Bogju Lee
Dongman Lee
Mental States of Autonomous Agents in Competitive and Cooperative Settings	373	(10)
Walid S. Saba
Expert Systems
An Expert System Application for Improving Results in a Handwritten Form Recognition System	383	(10)
Silvana Rossetto
Flavio M. Varejao
Thomas W. Rauber
A Knowledge-Based System for Construction Site Level Facilities Layout	393	(10)
K. W. Chau
M. Anson
A Decision-Support System to Improve Damage Survivability of Submarine	403	(11)
D. Lee
J. Lee
K. H. Lee
On the Verification of an Expert System: Practical Issues	414	(11)
Jorge Santos
Zita Vale
Carlos Ramos
DOWNSIZINGX: A Rule-Based System for Downsizing the Corporation's Computer Systems	425	(10)
J. L. Mitrpanont
T. Plengpung
Credit Apportionment Scheme for Rule-Based Systems: Implementation and Comparative Study	435	(15)
N. M. Hewahi
H. Ahmad
Internet Applications 2
An Adaptive Web Cache Access Predictor Using Neural Network	450	(10)
Wen Tian
Ben Choi
Vir V. Phoha
A Designated Bid Reverse Auction for Agent-Based Electronic Commerce	460	(10)
Tokuro Matsuo
Takayuki Ito
Design of a Fuzzy Usage Parameter Controller for Diffserv and MPLS	470	(12)
K. K. Phang
S. H. Lim
M. Hj. Yaacob
T. C. Ling
A Tool for Extension and Restructuring Natural Language Question Answering Domains	482	(11)
Boris Galitsky
Effective Retrieval of Information in Tables on the Internet	493	(9)
Sung-Won Jung
Kyung-Hee Sung
Tae-Won Park
Hyuk-chul Kwon
Evolutionary and Genetic Algorithms 2
A Fitness Estimation Strategy for Genetic Algorithms	502	(12)
Mehrdad Salami
Tim Hendtlass
Derivation of L-system Models from Measurements of Biological Branching Structures Using Genetic Algorithms	514	(11)
Bian Runqiang
Phoebe Chen
Kevin Burrage
Jim Hanan
Peter Room
John Belward
Evolving a Schedule with Batching, Precedence Constraints, and Sequence-Dependent Setup Times: Crossover Needs Building Blocks	525	(11)
Paul J. Darwen
The Development of the Feature Extraction Algorithms for Thai Handwritten Character Recognition System	536	(11)
J. L. Mitrpanont
S. Kiwprasopsak
Route Planning Wizard: Basic Concept and Its Implementation	547	(10)
Teruaki Ito
AI Applications
The Design and Implementation of Color Matching System Based on Back Propagation	557	(10)
Hai Yi Zhang
JianDong Bi
Barbro Back
Component-Oriented Programming as an AI-Planning Problem	567	(8)
Debasis Mitra
Walter P. Bond
Dynamic CSPs for Interval-Based Temporal Reasoning	575	(11)
Malek Mouhoub
Jonathan Yip
Efficient Pattern Matching of Time Series Data	586	(10)
Sangjun Lee
Dongseop Kwon
Sukho Lee
A Multi-attribute Decision-Making Approach toward Space System Design Automation through a Fuzzy Logic-Based Analytic Hierarchical Process	596	(11)
Michelle Lavagna
Amalia Ercoli Finzi
Best Paper Candidates 3
A Case Based System for Oil and Gas Well Design	607	(11)
Simon Kravis
Rosemary Irrgang
Ant Colony Optimisation Applied to a Dynamically Changing Problem	618	(10)
Daniel Angus
Tim Hendtlass
A GIS-Integrated Intelligent System for Optimization of Asset Management for Maintenance of Roads and Bridges	628	(10)
M. D. Salim
T. Strauss
M. Emch
A Unified Approach for Spatial Object Modelling and Map Analysis Based on 2nd Order Many-Sorted Language	638	(11)
Oscar Luiz Monteiro de Farias
Sueli Bandeira Teixeira Mendes
Training and Application of Artificial Neural Networks with Incomplete Data	649	(11)
Zs. J. Viharos
L. Monostori
T. Vincze
Knowledge Processing
Message Analysis for the Recommendation of Contact Persons within Defined Subject Fields	660	(10)
Frank Heeren
Wilfried Sihn
An Intelligent Knowledge Processing System on Hydrodynamics and Water Quality Modeling	670	(10)
K. W. Chau
C. Cheng
Y. S. Li
C. W. Li
O. Wai
Uncertainty Management and Informational Relevance	680	(12)
M. Chachoua
D. Pacholczyk
Potential Governing Relationship and a Korean Grammar Checker Using Partial Parsing	692	(11)
Mi-young Kang
Su-ho Park
Ae-sun Yoon
Hyuk-chul Kwon
Image/Speech 2
On-Line Handwriting Character Recognition Using Stroke Information	703	(12)
Jungpil Shin
Face Detection by Integrating Multiresolution-Based Watersheds and a Skin-Color Model	715	(10)
Jong-Bae Kim
Su-Woong Jung
Hang-Joon Kim
Social Interaction of Humanoid Robot Based on Audio- Visual Tracking	725	(11)
Hiroshi G. Okuno
Kazuhiro Nakadai
Hiroaki Kitano
Hybrid Confidence Measure for Domain-Specific Keyword Spotting	736	(10)
Jinyoung Kim
Joohun Lee
Seungho Choi
Model Based Reasoning
Model-Based Debugging or How to Diagnose Programs Automatically	746	(12)
Franz Wotawa
Markus Stumptner
Wolfgang Mayer
On a Model-Based Design Verification for Combinatorial Boolean Networks	758	(10)
Satoshi Hiratsuka
Akira Fusaoka
Optimal Adaptive Pattern Matching	768	(12)
Nadia Nedjah
Luiza de Macedo Mourelle
Analysis of Affective Characteristics and Evaluationof Harmonious Feeling of Image Based on 1/f Fluctuation Theory	780	(10)
Mao Xia
Chen Bin
Zhu Gang
Muta Itsuya
Adaptive Control
Collective Intelligence and Priority Routing in Networks	790	(11)
Tony White
Bernard Pagurek
Dwight Deugo
An Agent-Based Approach to Monitoring and Control of District Heating Systems	801	(11)
Fredrik Wernstedt
Paul Davidsson
Using Machine Learning to Understand Operator's Skill	812	(12)
Ivan Bratko
Dorian Suc
Reactive Load Control of Parallel Transformer Operations Using Neural Networks	824	(7)
Fakhrul Islam
Baikunth Nath
Joarder Kamruzzaman
Author Index	831