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15. IEA/AIE 2002: Cairns, Australia
- Tim Hendtlass, Moonis Ali:
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 17-20, 2002, Proceedings. Lecture Notes in Computer Science 2358, Springer 2002, ISBN 3-540-43781-9
Neural Networks 1
- Demetrios A. Michalopoulos, Chih-Kang Hu:
An Error Back-Propagation Artificial Neural Networks Application in Automatic Car License Plate Recognition. 1-8 - Oleg Levinski:
Use of Artificial Neural Networks for Buffet Loads Prediction. 9-16 - In-Cheol Kim, Sung-Il Chien:
Computational Cost Reduction by Selective Attention for Fast Speaker Adaptation in Multilayer Perceptron. 17-24 - Juliana Yim:
A Comparison of Neural Networks with Time Series Models for Forecasting Returns on a Stock Market Index. 25-35
Image/Speech 1
- Dane Walsh, Christian W. Omlin
:
Automatic Detection of Film Orientation with Support Vector Machines. 36-46 - Vu Hai Quan, Pham Nam Trung, Nguyen Duc Hoang Ha, Lam Tri Tin, Hoang Kiem, An H. Nguyen:
A Generic Approach for the Vietnamese Handwritten and Speech Recognition Problems. 47-56 - Bae-Ho Lee, Kwang-Hee Kim, Yonggwan Won, Jiseung Nam:
Efficient and Automatic Faces Detection Based on Skin-Tone and Neural Network Model. 57-66 - Jong Bae Kim, Hang Joon Kim:
Efficient Image Segmentation Based on Wavelet and Watersheds for Video Objects Extraction. 67-76
Evolutionary and Genetic Algorithms 1
- Iouliia Skliarova, António de Brito Ferrari:
FPGA-Based Implementation of Genetic Algorithm for the Traveling Salesman Problem and Its Industrial Application. 77-87 - Nadia Nedjah, Luiza de Macedo Mourelle
Minimal Addition Chain for Efficient Modular Exponentiation Using Genetic Algorithms. 88-98 - (Withdrawn) Course Scheduling Using Genetic Algorithm Methods. 99-107
- Valery Sklyarov:
An Evolutionary Algorithm for the Synthesis of RAM-Based FSMs. 108-118 - Kwok-Wing Chau, Faris Albermani:
Genetic Algorithms for Design of Liquid Retaining Structure. 119-128
Autonomous Agents
- Arjen Vollebregt, Daan Hannessen, Henk Hesselink
Modelling Crew Assistants with Multi-Agent Systems in Fighter Aircraft. 129-135 - Ruck Thawonmas, Junichiro Hirayama, Fumiaki Takeda:
Learning from Human Decision-Making Behaviors - An Application to RoboCup Software Agents. 136-145 - Bruce Ashfield, Dwight Deugo, Franz Oppacher, Tony White:
Distributed Deadlock Detection in Mobile Agent Systems. 146-156 - Elisabeta Ilie Zudor
An Agent-Based Approach for Production Control Incorporating Environmental and Life-Cycle Issues, together with Sensitivity Analysis. 157-167 - Marcus Randall
Feasibility Restoration for Iterative Meta-heuristics Search Algorithms. 168-178
Best Paper Candidates 1
- George Nyauma Nyakoe, Makoto Ohki, Suichiro Tabuchi, Masaaki Ohkita:
Optimization of Pulse Pattern for a Multi-robot Sonar System Using Genetic Algorithm. 179-189 - David Braendler, Tim Hendtlass:
The Suitability of Particle Swarm Optimisation for Training Neural Hardware. 190-199 - Nando Laumanns, Marco Laumanns
Evolutionary Multi-objective Integer Programming for the Design of Adaptive Cruise Control Systems. 200-210 - Tim Hendtlass, Gerard Murray:
The Macronet Element: A Substitute for the Conventional Neuron. 211-219 - Shane Dunn, Scott Peucker:
Genetic Algorithm Optimisation of Mathematical Models Using Distributed Computing. 220-231
Best Paper Candidates 2
- Alan Crispin, Paul Clay, Gaynor Taylor, Robert Hackney, Tom Bayes, David Reedman:
Genetic Algorithm Optimisation of Part Placement Using a Connection-Based Coding Method. 232-240 - Mehrdad Salami, Tim Hendtlass:
A Fast Evolutionary Algorithm for Image Compression in Hardware. 241-252 - Khalid Daoudi:
Automatic Speech Recognition: The New Millennium. 253-263 - Gabriel H. Loh, Dana S. Henry:
Applying Machine Learning for Ensemble Branch Predictors. 264-274 - Niall Murtagh:
A Customizable Configuration Tool for Design of Multi-part Products. 275-283
Neural Networks 2
- Fengling Han, Xinghuo Yu, Yong Feng, Huifeng Dong:
Phase-to-Phase Wave Parameters Measurement of Distribution Lines Based on BP Networks. 284-292 - Rameswar Debnath, Haruhisa Takahashi:
Learning Capability: Classical RBF Network vs. SVM with Gaussian Kernel. 293-302 - Dianhui Wang, Tharam S. Dillon, Elizabeth Chang
Trading off between Misclassification, Recognition and Generalization in Data Mining with Continuous Features. 303-313 - Garry Briscoe:
Interacting Neural Modules. 314-324 - Zhi-Hua Zhou, Yuan Jiang, Xu-Ri Yin, Shifu Chen:
The Application of Visualization and Neural Network Techniques in a Power Transformer Condition Monitoring System. 325-334
Internet Applications 1
- John K. Debenham:
Entrepreneurial Intervention in an Electronic Market Place. 335-345 - Vikram Natarajan, Angela Goh:
Intelligent Auto-downloading of Images. 346-355 - Junalux Chalidabhongse, Wirat Chinnan, Pichet Wechasaethnon, Arpakorn Tantisirithanakorn:
Intelligent Facilitation Agent for Online Web-Based Group Discussion System. 356-362 - Sebon Ku, Bogju Lee, Dongman Lee:
TWIMC: An Anonymous Recipient E-mail System. 363-372 - Walid S. Saba:
Mental States of Autonomous Agents in Competitive and Cooperative Settings. 373-382
Expert Systems
- Silvana Rossetto, Flávio Miguel Varejão, Thomas W. Rauber:
An Expert System Application for Improving Results in a Handwritten Form Recognition System. 383-392 - Kwok-Wing Chau, M. Anson:
A Knowledge-Based System for Construction Site Level Facilities Layout. 393-402 - Dongkon Lee, Jaeyong Lee, K. H. Lee:
A Decision-Support System to Improve Damage Survivability of Submarine. 403-413 - Jorge Santos, Zita A. Vale
On the Verification of an Expert System: Practical Issues. 414-424 - Jarernsri L. Mitrpanont, T. Plengpung:
DOWNSIZINGX : A Rule-Based System for Downsizing the Corporation's Computer Systems. 425-434 - Nabil M. Hewahi
Credit Apportionment Scheme for Rule-Based Systems: Implementation and Comparative Study. 435-449
Internet Applications 2
- Wen Tian, Ben Choi, Vir V. Phoha
An Adaptive Web Cache Access Predictor Using Neural Network. 450-459 - Tokuro Matsuo, Takayuki Ito:
A Designated Bid Reverse Auction for Agent-Based Electronic Commerce. 460-469 - Keat Keong Phang, S. H. Lim, Mashkuri Yaacob, T. C. Ling:
Design of a Fuzzy Usage Parameter Controller for Diffserv and MPLS. 470-481 - Boris A. Galitsky
A Tool for Extension and Restructuring Natural Language Question Answering Domains. 482-492 - Sung-Won Jung, Kyung-Hee Sung, Tae-Won Park, Hyuk-Chul Kwon:
Effective Retrieval of Information in Tables on the Internet. 493-501
Evolutionary and Genetic Algorithms 2
- Mehrdad Salami, Tim Hendtlass:
A Fitness Estimation Strategy for Genetic Algorithms. 502-513 - Bian Runqiang, Yi-Ping Phoebe Chen
Derivation of L-system Models from Measurements of Biological Branching Structures Using Genetic Algorithms. 514-524 - Paul J. Darwen:
Evolving a Schedule with Batching, Precedence Constraints, and Sequence-Dependent Setup Times: Crossover Needs Building Blocks. 525-535 - Jarernsri L. Mitrpanont, Surasit Kiwprasopsak:
The Development of the Feature Extraction Algorithms for Thai Handwritten Character Recognition System. 536-546 - Teruaki Ito:
Route Planning Wizard: Basic Concept and Its Implementation. 547-556
AI Applications
- Haiyi Zhang, JianDong Bi, Barbro Back:
The Design and Implementation of Color Matching System Based on Back Propagation. 557-566 - Debasis Mitra
Component-Oriented Programming as an AI-Planning Problem. 567-574 - Malek Mouhoub, Jonathan Yip:
Dynamic CSPs for Interval-Based Temporal Reasoning. 575-585 - Sangjun Lee, Dongseop Kwon, Sukho Lee:
Efficient Pattern Matching of Time Series Data. 586-595 - Michelle Lavagna, Amalia Ercoli Finzi:
A Multi-attribute Decision-Making Approach toward Space System Design Automation through a Fuzzy Logic-Based Analytic Hierarchical Process. 596-606
Best Paper Candidates 3
- Simon Kravis, Rosemary Irrgang:
A Case Based System for Oil and Gas Well Design. 607-617 - Daniel Angus, Tim Hendtlass:
Ant Colony Optimisation Applied to a Dynamically Changing Problem. 618-627 - M. D. Salim, Tim Strauss, Michael Emch:
A GIS-Integrated Intelligent System for Optimization of Asset Management for Maintenance of Roads and Bridges. 628-637 - Oscar Luiz Monteiro de Farias, Sueli Bandeira Teixeira Mendes:
A Unified Approach for Spatial Object Modelling and Map Analysis Based on 2nd Order Many-Sorted Language. 638-648 - Zsolt János Viharos, Laszlo Monostori, T. Vincze:
Training and Application of Artificial Neural Networks with Incomplete Data. 649-659
Knowledge Processing
- Frank Heeren, Wilfried Sihn:
Message Analysis for the Recommendation of Contact Persons within Defined Subject Fields. 660-669 - Kwok-Wing Chau, Chuntian Cheng, Y. S. Li, C. W. Li, O. Wai:
An Intelligent Knowledge Processing System on Hydrodynamics and Water Quality Modeling. 670-679 - Mohamed Chachoua, Daniel Pacholczyk:
Uncertainty Management and Informational Relevance. 680-691 - Mi-young Kang, Su-ho Park, Ae-sun Yoon, Hyuk-Chul Kwon:
Potential Governing Relationship and a Korean Grammar Checker Using Partial Parsing. 692-702
Image/Speech 2
- Jungpil Shin:
On-Line Handwriting Character Recognition Using Stroke Information. 703-714 - Jong Bae Kim, Su-Woong Jung, Hang Joon Kim:
Face Detection by Integrating Multiresolution-Based Watersheds and a Skin-Color Model. 715-724 - Hiroshi G. Okuno
Social Interaction of Humanoid RobotBased on Audio-Visual Tracking. 725-735 - Jin Young Kim, Joohun Lee, Seung Ho Choi:
Hybrid Confidence Measure for Domain-Specific Keyword Spotting. 736-745 - Franz Wotawa, Markus Stumptner, Wolfgang Mayer:
Model-Based Debugging or How to Diagnose Programs Automatically. 746-757
Model Based Reasoning
- Satoshi Hiratsuka, Akira Fusaoka:
On a Model-Based Design Verificationfor Combinatorial Boolean Networks. 758-767 - Nadia Nedjah, Luiza de Macedo Mourelle
Optimal Adaptive Pattern Matching. 768-779 - Mao Xia, Chen Bin, Zhu Gang, Muta Itsuya:
Analysis of Affective Characteristics and Evaluationof Harmonious Feeling of Image Based on 1/f Fluctuation Theory. 780-789
Adaptive Control
- Tony White, Bernard Pagurek, Dwight Deugo:
Collective Intelligence and Priority Routing in Networks. 790-800 - Fredrik Wernstedt, Paul Davidsson:
An Agent-Based Approach to Monitoring and Control of District Heating Systems. 801-811 - Ivan Bratko, Dorian Suc:
Using Machine Learning to Understand Operator's Skill. 812-823 - M. Fakhrul Islam, Baikunth Nath, Joarder Kamruzzaman:
Reactive Load Control of Parallel Transformer Operations Using Neural Networks. 824-830
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