17. IEA/AIE 2004: Ottawa, Canada
Robert Orchard, Chunsheng Yang, Moonis Ali (Eds.): Innovations in Applied Artificial Intelligence, 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. Proceedings. Springer 2004 Lecture Notes in Computer Science ISBN 3-540-22007-0
Neural Networks (1)
- Belinda Choi, Tim Hendtlass, Kevin Bluff: A Comparison of Neural Network Input Vector Selection Techniques. 1-10
- Mahdi Jalili-Kharaajoo: Application of Direction Basis Function Neural Network to Adaptive Identification and Control. 11-19
Bioinformatics (2)
- A. Fazel Famili, Junjun Ouyang, Marko Kryworuchko, Ikuri Alvarez-Maya, Brandon Smith, Francisco Diaz-Mitoma: Knowledge Discovery in Hepatitis C Virus Transgenic Mice. 29-39
- Debasis Mitra, Michael Smith: Digital Signal Processing in Predicting Secondary Structures of Proteins. 40-49
- Yoojin Chung, Gyeong-Min Kim, Young-Sup Hwang, Hoon Park: Predicting Protein-Protein Interactions from One Feature Using SVM. 50-55
Data Mining
- Mehmet Kaya, Reda Alhajj: Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning. 56-65
- Wei-Chou Chen, Shian-Shyong Tseng, Ching-Yao Wang: A Novel Manufacturing Defect Detection Method Using Data Mining Approach. 77-86
Neural Networks
- Luis E. Zárate, Elizabeth Marques Duarte Pereira, João Paulo D. Silva, Renato Vimieiro, Antônia Sônia Cardoso Diniz: Neural Representation of a Solar Collector with Statistical Optimization of the Training Set. 87-96
- Brent Ferguson, Ranadhir Ghosh, John Yearwood: An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network. 97-106
- Taeho Jo: The Effect of Deterministic and Stochastic VTG Schemes on the Application of Backpropagation to Multivariate Time Series Prediction. 107-117
Bioinformatics (2)
- Julio J. Valdés, Alan J. Barton: Gene Discovery in Leukemia Revisited: A Computational Intelligence Perspective. 118-127
- Gaurav Narale, Jacques Beaumont, Philip A. Rice, Mark E. Schmitt: Computational Identification of RNA Motifs in Genome Sequences. 138-143
General Applications
- Dietmar Jannach, Klaus Leopold, Hermann Hellwagner: An Extensible Framework for Knowledge-Based Multimedia Adaptation. 144-153
- Ngoc Thanh Nguyen, Czeslaw Danilowicz: Methods for Reducing the Number of Representatives in Representation Choice Tasks. 154-163
- Jun Feng, Naoto Mukai, Toyohide Watanabe: Incremental Maintenance of All-Nearest Neighbors Based on Road Network. 164-169
Autonomous Agents (1)
- Hiromitsu Hattori, Tadachika Ozono, Takayuki Ito, Toramatsu Shintani: Coalition Formation among Agents in Complex Problems Based on a Combinatorial Auction Perspective. 176-187
- Myung-Jin Lee, Jun Ho Park, Soon-Ju Kang, Jeong-Bae Lee: Multi-agent Based Home Network Management System with Extended Real-Time Tuple Space. 188-198
- Mateusz Lenar, Aleksander Zgrzywa: Modelling Multi-aspect Negotiations in Multiagent Systems Using Petri Nets. 199-208
Intelligent Systems (1)
- Jose Aguilar: An Artificial Immune System for Fault Detection. 219-228
- Naoto Mukai, Jun Feng, Toyohide Watanabe: Heuristic Approach Based on Lambda-Interchange for VRTPR-Tree on Specific Vehicle Routing Problem with Time Windows. 229-238
- Sudip Misra, B. John Oommen: Stochastic Learning Automata-Based Dynamic Algorithms for the Single Source Shortest Path Problem. 239-248
- Hyung Rim Choi, Hyun Soo Kim, Byung Joo Park, Yong-Sung Park: Multi-agent Based Integration Scheduling System under Supply Chain Management Environment. 249-263
Knowledge Processing and Natural Language Processing
- José A. Maestro, César Llamas, Carlos J. Alonso: A Representation of Temporal Aspects in Knowledge Based Systems Modelling: A Monitoring Example. 264-273
- Mi-young Kang, Sung Woo Choi, Hyuk-Chul Kwon: A Hybrid Approach to Automatic Word-spacing in Korean. 284-294
- Dong Liu, Kalaivani Subramaniam, Armin Eberlein, Behrouz Homayoun Far: Natural Language Requirements Analysis and Class Model Generation Using UCDA. 295-304
Intelligent User Interfaces
- Bruno Emond, Robert L. West: Using Cognitive Modelling Simulations for User Interface Design Decisions. 305-314
- Chien-Chang Hsu, Chang-Wen Deng: An Intelligent Interface for Customer Behaviour Analysis from Interaction Activities in Electronic Commerce. 315-324
- Wei Li, Hong Liu, Gilles Gagnon: Integration of an Interactive Multimedia Datacasting System. 325-334
- Kuo-Wei Su, Sheue-Ling Hwang, Yu-Fa Zhou: The Exploration and Application of Knowledge Structures in the Development of Expert System: A Case Study on a Motorcycle System. 335-340
Evolutionary Computing (1)
- Kyoung Min Kim, Joong Jo Park, Myung Hyun Song, In-Cheol Kim, Ching Y. Suen: Binary Decision Tree Using K-means and Genetic Algorithm for Recognizing Defect Patterns of Cold Mill Strip. 341-350
- Nadia Nedjah, Luiza de Macedo Mourelle: Evolutionary RSA-Based Cryptographic Hardware Using the Co-Design Methodology. 351-360
- José M. Peña Sánchez, Víctor Robles, Pedro Larrañaga, Vanessa Herves, F. Rosales, María S. Pérez: GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms. 361-371
Fuzzy Logic
- Chichang Jou, Hung-Chang Lee: Handwritten Numeral Recognition Based on Simplified Feature Extraction, Structural Classification and Fuzzy Memberships. 372-381
- Alfons Schuster: Using Chaos Theory for the Genetic Learning of Fuzzy Controllers. 382-391
- Yu-Bin Yang, Shifu Chen, Hui Lin, Yukun Ye: A Chromatic Image Understanding System for Lung Cancer Cell Identification Based on Fuzzy Knowledge. 392-401
Human Robot Interaction
- Takayuki Kanda, Hiroshi Ishiguro: Reading Human Relationships from Their Interaction with an Interactive Humanoid Robot. 402-412
- Kazunori Komatani, Ryosuke Ito, Tatsuya Kawahara, Hiroshi G. Okuno: Recognition of Emotional States in Spoken Dialogue with a Robot. 413-423
- Takashi Minato, Michihiro Shimada, Hiroshi Ishiguro, Shoji Itakura: Development of an Android Robot for Studying Human-Robot Interaction. 424-434
- Tetsuya Ogata, Shigeki Sugano, Jun Tani: Open-End Human Robot Interaction from the Dynamical Systems Perspective: Mutual Adaptation and Incremental Learning. 435-444
Computer Vision and Image Processing
- In-Cheol Kim, Kyoung Min Kim, Ching Y. Suen: Word Separation in Handwritten Legal Amounts on Bank Cheques Based on Spatial Gap Distances. 453-462
- Min-Soo Jang, Seok-Joo Lee, Ho-Dong Lee, Yong-Guk Kim, Byungkyu Kim, Gwi-Tae Park: Shape Recognition of the Embryo Cell Using Deformable Template for Micromanipulation. 463-472
- Byong-Won Hwang, Tae-Ha Kang, Tae-Seung Lee: Improved Edge Enhanced Error Diffusion Based on First-Order Gradient Shaping Filter. 473-482
Machine Learning and Case Based Reasoning
- Roger Nkambou: Capitalizing Software Development Skills Using CBR: The CIAO-SI System. 483-491
- Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem: A Hybrid Case Based Reasoning Approach for Monitoring Water Quality. 492-501
- Hidenao Abe, Takahira Yamaguchi: Constructive Meta-learning with Machine Learning Method Repositories. 502-511
- Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile: An Algorithm for Incremental Mode Induction. 512-522
Heuristic Search
- Tim Hendtlass: TSP Optimisation Using Multi Tour Ants. 523-532
- Byoungho Kang, Kwang Ryel Ryu: Neighborhood Selection by Probabilistic Filtering for Load Balancing in Production Scheduling. 533-542
- Malek Mouhoub, Samira Sadaoui: Systematic versus Non-systematic Methods for Solving Incremental Satisfiability. 543-551
- Zhiye Li, Songshan Guo, Fan Wang, Andrew Lim: Improved GRASP with Tabu Search for Vehicle Routing with Both Time Window and Limited Number of Vehicles. 552-561
Evolutionary Computing (2)
- Babak Forouraghi: Robust Engineering Design with Genetic Algorithms. 562-572
- Mahdi Jalili-Kharaajoo, Behzad Moshiri, Karam Shabani, Hassan Ebrahimirad: Genetic Algorithm Based Parameter Tuning of Adaptive LQR-Repetitive Controllers with Application to Uninterruptible Power Supply Systems. 583-593
- Nadia Nedjah, Luiza de Macedo Mourelle: A Comparison of Two Circuit Representations for Evolutionary Digital Circuit Design. 594-604
Security
- Gaurav Tandon, Debasis Mitra, Philip K. Chan: Motif-Oriented Representation of Sequences for a Host-Based Intrusion Detection System. 605-615
- Srinivas Mukkamala, Andrew H. Sung: Computational Intelligent Techniques for Detecting Denial of Service Attacks. 616-624
- Marino Tapiador, Jaime Gómez, Juan A. Sigüenza: Writer Identification Forensic System Based on Support Vector Machines with Connected Components. 625-632
- Srinivas Mukkamala, Andrew H. Sung, Ajith Abraham: Modeling Intrusion Detection Systems Using Linear Genetic Programming Approach. 633-642
Internet Applications
- Leszek Borzemski: Data Mining in Evaluation of Internet Path Performance. 643-652
- Won-Hyuck Choi, Tae-Seung Lee, Jung-Sun Kim: Source Estimating Anycast for High Quality of Service of Multimedia Traffic. 673-678
Planning and Scheduling
- Ahlem Ben Hassine, Takayuki Ito, Tu Bao Ho: Scheduling Meetings with Distributed Local Consistency Reinforcement. 679-688
- Yousri El Fattah: Potential Causality in Mixed Initiative Planning. 689-698
- Oscar Sapena, Eva Onaindia, Martín Mellado, Carlos Correcher, Eduardo Vendrell: Reactive Planning Simulation in Dynamic Environments with VirtualRobot. 699-707
Constraint Satisfaction
- Ahlem Ben Hassine, Khaled Ghédira, Tu Bao Ho: New Distributed Filtering-Consistency Approach to General Networks. 708-717
- Helen Xie, Philip Henderson, Joseph Neelamkavil, Jingxin Li: A Systematic Search Strategy for Product Configuration. 718-727
E-learning (1)
- Yang Cao, Fuhua Lin, Rory McGreal, Steve Schafer, Norm Friesen, Tony Tin, Terry Anderson, Doug Kariel, Brian Powell, Margaret Anderson: Facilitating E-learning with a MARC to IEEE LOM Metadata Crosswalk Application. 739-748
- Elzbieta Kukla, Ngoc Thanh Nguyen, Janusz Sobecki, Czeslaw Danilowicz, Mateusz Lenar: Determination of Learning Scenarios in Intelligent Web-Based Learning Environment. 759-768
Intelligent Systems (2)
- Chin-Wei Bong, Wang Yin Chai: An Intelligent GIS-Based Spatial Zoning System with Multiobjective Hybrid Metaheuristic Method. 769-778
- Czeslaw Danilowicz, Agnieszka Indyka-Piasecka: Dynamic User Profiles Based on Boolean Formulas. 779-787
- Chandrashekar Machiraju, Sirisha Kanda, Venu Dasigi: Application of Intelligent Information Retrieval Techniques to a Television Similar Program Guide. 788-796
- Takayuki Ito, Kazuhisa Oguri, Tokuro Matsuo: A Location Information System Based on Real-Time Probabilistic Position Inference. 797-806
Expert Systems
- Sylvain Delisle, Josée St-Pierre: Expertise in a Hybrid Diagnostic-Recommendation System for SMEs: A Successful Real-Life Application. 807-816
- Beata Jankowska: How to Speed Up Reasoning in a System with Uncertainty? 817-826
- Masahito Kurihara, Hisashi Kondo: Efficient BDD Encodings for Partial Order Constraints with Application to Expert Systems in Software Verification. 827-837
- José Ferreira de Castro, Luís Moniz Pereira: Abductive Validation of a Power-Grid Expert System Diagnoser. 838-847
E-learning (2)
- Fuhua Lin, Lawrence Poon: Integrating Web Services and Agent Technology for E-learning Course Content Maintenance. 848-856
- Tokuro Matsuo, Takayuki Ito, Toramatsu Shintani: An E-learning Support System Based on Qualitative Simulations for Assisting Consumers' Decision Making. 867-875
Applications to Design
- Francisco Albert, José María Gomis, Margarita Valor, José Miguel Valiente: Methodology for Graphic Redesign Applied to Textile and Tile Pattern Design. 876-885
- Mark Sh. Levin, Mark Last: Test Case Sequences in System Testing: Selection of Test Cases for a Chain (Sequence) of Function Clusters. 895-904
- Alan Holland, Barry O'Callaghan, Barry O'Sullivan: Supporting Constraint-Aided Conceptual Design from First Principles in Autodesk Inventor. 905-914
Machine Learning
- Teresa Maria Altomare Basile, Stefano Ferilli, Nicola Di Mauro, Floriana Esposito: Incremental Induction of Classification Rules for Cultural Heritage Documents. 915-923
- Jianfeng Ren, Yuntao Shen, Songhui Ma, Lei Guo: Applying Multi-class SVMs into Scene Image Classification. 924-934
- Oriana Licchelli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Giovanni Semeraro, Stefano Ferilli: Machine Learning Approaches for Inducing Student Models. 935-944
- Cristina Adela Popescu, Yau Shu Wong: Monte Carlo Approach for Switching State-Space Models. 945-954
E-learning (3)
- Joséphine M. P. Tchétagni, Roger Nkambou, Froduald Kabanza: Epistemological Remediation in Intelligent Tutoring Systems. 955-966
- Przemyslaw Kazienko, Janusz Sobecki: XML-Based Learning Scenario Representation and Presentation in the Adaptive E-learning Environment. 967-976
- Yevgen Biletskiy, Olga Vorochek, Alexander Medovoy: Building Ontologies for Interoperability among Learning Objects and Learners. 977-986
Autonomous Agents (2)
- Sébastien Paquet, Nicolas Bernier, Brahim Chaib-draa: Comparison of Different Coordination Strategies for the RoboCupRescue Simulation. 987-996
- Elhadi Shakshuki, Karim Rahim: Multiple Reinforcement Learning Agents in a Static Environment. 997-1006
- Gerald Steinbauer, Gordon Fraser, Arndt Mühlenfeld, Franz Wotawa: A Modular Architecture for a Multi-purpose Mobile Robot. 1007-1015
- Qi Hao, Weiming Shen, Seong-Whan Park, Jai-Kyung Lee, Zhan Zhang, Byung-Chun Shin: An Agent-Based E-engineering Services Framework for Engineering Design and Optimization. 1016-1022
Neural Networks
- Farzan Rashidi, Mehran Rashidi: Robust and Adaptive Tuning of Power System Stabilizers Using Artificial Neural Networks. 1023-1032
- Lon Risinger, Khosrow Kaikhah: Modified Bifurcating Neuron with Leaky-Integrate-and-Fire Model. 1033-1042
- Fevzullah Temurtas, Rustu Gunturkun, Nejat Yumusak, Hasan Temurtas, Abdurrahman Unsal: An Application of Elman's Recurrent Neural Networks to Harmonic Detection. 1043-1052
- Mehran Rashidi, Farzan Rashidi: Design of an Adaptive Artificial Neural Network for Online Voltage Stability Assessment. 1053-1061
Data Mining
- Ickjai Lee: Mining Multivariate Associations within GIS Environments. 1062-1071
- Miho Ohsaki, Yoshinori Sato, Shinya Kitaguchi, Hideto Yokoi, Takahira Yamaguchi: Comparison between Objective Interestingness Measures and Real Human Interest in Medical Data Mining. 1072-1081
- Hongyu Guo, Herna L. Viktor: Boosting with Data Generation: Improving the Classification of Hard to Learn Examples. 1082-1091
- Marcin Paprzycki, Ajith Abraham, Ruiyuan Guo, Srinivas Mukkamala: Data Mining Approach for Analyzing Call Center Performance. 1092-1101
Intelligent Systems
- Faisal Qureshi, Demetri Terzopoulos, Ross Gillett: The Cognitive Controller: A Hybrid, Deliberative/Reactive Control Architecture for Autonomous Robots. 1102-1111
- Carl Steidley, Alexey L. Sadovski, Ray Bachnak: Intelligent Systems Integration for Data Acquisition and Modeling of Coastal Ecosystems. 1112-1122
- Karsten A. Verbeurgt, Michael Dinolfo, Mikhail Fayer: Extracting Patterns in Music for Composition via Markov Chains. 1123-1132
- Ming Zhong, Satish Sharma, Pawan Lingras: Analyzing the Performance of Genetically Designed Short-Term Traffic Prediction Models Based on Road Types and Functional Classes. 1133-1145
Neural Networks (4)
- Guilherme De A. Barreto, João Cesar M. Mota, Luís Gustavo M. Souza, Rewbenio A. Frota: Nonstationary Time Series Prediction Using Local Models Based on Competitive Neural Networks. 1146-1155
- Guilherme De A. Barreto, Aluizio F. R. Araújo: Predictive Modeling and Planning of Robot Trajectories Using the Self-Organizing Map. 1156-1165
- Kwok-wing Chau: River Stage Forecasting with Particle Swarm Optimization. 1166-1173
- Zaiping Chen, Xingyun Chen, Jianfeng Zhang, Liang Liu: Convergence Analysis of a Neural Network Based on Generalised Compound Gradient Vector. 1174-1183
Image Processing
- Régia T. S. Araújo, Fátima N. S. de Medeiros, Rodrigo C. S. Costa, Régis C. P. Marques, Rafael B. Moreira, Jilseph Lopes Silva: Locating Oil Spill in SAR Images Using Wavelets and Region Growing. 1184-1193
- Yuichi Motai: A New Edge-Grouping Algorithm for Multiple Complex Objects Localization. 1194-1203
- Jing Zhang, Baikunth Nath: Processing and Analysis of Ground Penetrating Radar Landmine Detection. 1204-1209
Evolutionary Computing (3)
- Farzan Rashidi, Mehran Rashidi: Tuning of Power System Stabilizers via Genetic Algorithm for Stabilization of Power Systems. 1210-1219
- Kwok Yip Szeto, Man Hon Lo: An Application of Adaptive Genetic Algorithm in Financial Knapsack Problem. 1220-1228
Data Mining (3)
- Chris Drummond: Iterative Semi-supervised Learning: Helping the User to Find the Right Records. 1239-1248
- Su-Jeong Ko: Prediction of Preferences through Optimizing Users and Reducing Dimension in Collaborative Filtering System. 1259-1268
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last updated on 2013-06-19T201401 by the dblp team