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17. IEA/AIE 2004: Ottawa, Canada
- Robert Orchard, Chunsheng Yang, Moonis Ali:
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. Lecture Notes in Computer Science 3029, Springer 2004, 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 - Khosrow Kaikhah, Sandesh Doddameti:
Knowledge Discovery Using Neural Networks. 20-28
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
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
Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning. 56-65 - Qijun Chen, Xindong Wu, Xingquan Zhu:
OIDM: Online Interactive Data Mining. 66-76 - 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
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 - Kenneth Webb, Tony White:
Cell Modeling Using Agent-Based Formalisms. 128-137 - 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
Incremental Maintenance of All-Nearest Neighbors Based on Road Network. 164-169 - Keith Mason, Catherine Howard:
Knowledge Intensive Interpretation of Signal Data. 170-175
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 - Elhadi M. Shakshuki, Yang Jun:
Multi-agent Development Toolkits: An Evaluation. 209-218
Intelligent Systems (1)
- José Aguilar
An Artificial Immune System for Fault Detection. 219-228 - Naoto Mukai, Jun Feng
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 - Katsunori Nakamura, Akira Fusaoka:
On Description and Reasoning About Hybrid Systems. 274-283 - 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
Natural Language Requirements Analysis and Class Model Generation Using UCDA. 295-304
Intelligent User Interfaces
- Bruno Emond
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, Víctor Robles, Pedro Larrañaga
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
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
- Kaimin Yuan, Haiyi Zhang:
Stereo Camera Handoff. 445-452 - 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 - Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho
A Hybrid Case Based Reasoning Approach for Monitoring Water Quality. 492-501 - Hidenao Abe
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 - Ben Prime, Tim Hendtlass:
Evolutionary Computation Using Island Populations in Time. 573-582 - Mahdi Jalili-Kharaajoo, Behzad Moshiri
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
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 - Adam Jatowt, Khoo Khyou Bun, Mitsuru Ishizuka:
Change Summarization in Web Collections. 653-662 - Shuang-Hua Yang, X. Zuo, Lili Yang:
Control System Design for Internet-Enabled Arm Robots. 663-672 - 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 - Óscar Sapena
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 - Khalil Shihab, Nida Al-Chalabi:
A Bayesian Framework for Groundwater Quality Assessment. 728-738
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 - Larbi Esmahi, Elarbi Badidi:
An Agent-Based Framework for Adaptive M-learning. 749-758 - Elzbieta Kukla, Ngoc Thanh Nguyen, Janusz Sobecki
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 - Hong Lin, Chunsheng Yang:
Chemical Reaction Metaphor in Distributed Learning Environments. 857-866 - 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 - Kwok-Wing Chau, C. S. Cheung:
Knowledge Representation on Design of Storm Drainage System. 886-894 - Mark Sh. Levin
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
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 M. 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
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
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
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
Nonstationary Time Series Prediction Using Local Models Based on Competitive Neural Networks. 1146-1155 - Guilherme De A. Barreto
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 Carvalho Sousa 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 - Lili Yang, Bryan F. Jones:
Assimilation Exchange Based Software Integration. 1229-1238
Data Mining (3)
- Chris Drummond:
Iterative Semi-supervised Learning: Helping the User to Find the Right Records. 1239-1248 - Jason J. Jung, GeunSik Jo:
Semantic Analysis for Data Preparation of Web Usage Mining. 1249-1258 - Su-Jeong Ko:
Prediction of Preferences through Optimizing Users and Reducing Dimension in Collaborative Filtering System. 1259-1268
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