Intelligent Systems Design and Applications

1. Front Matter

   Pages I-XVIII

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2. Connectionist Paradigms and Machine Learning

   1. Front Matter

      Pages 1-1

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   2. New Model for Time-Series Forecasting Using RBFs and Exogenous Data

      • Juan Manuel Górriz, Carlos G. Puntonet, J. J. G. de la Rosa, Moisés Salmerón

      Pages 3-12

   3. On Improving Data Fitting Procedure in Reservoir Operation using Artificial Neural Networks

      • S. Mohan, V. Ramani Bai

      Pages 13-21

   4. Automatic Vehicle License Plate Recognition using Artificial Neural Networks

      • Cemil Oz, Fikret Ercal

      Pages 23-31

   5. Weather Forecasting Models Using Ensembles of Neural Networks

      • Imran Maqsood, Muhammad Riaz Khan, Ajith Abraham

      Pages 33-42

   6. Neural Network Predictive Control Applied to Power System Stability

      • Steven Ball

      Pages 43-51

   7. Identification of Surface Residues Involved in Protein-Protein Interaction — A Support Vector Machine Approach

      • Changhui Yan, Drena Dobbs, Vasant Honavar

      Pages 53-62

   8. From Short Term Memory to Semantics-a Computational Model

      • Parag C. Prasad, Subramani Arunkumar

      Pages 63-73

3. Fuzzy Sets, Rough Sets and Approximate Reasoning

   1. Front Matter

      Pages 75-75

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   2. Axiomatization of Qualitative Multicriteria Decision Making with the Sugeno Integral

      • D. Iourinski, F. Modave

      Pages 77-86

   3. A Self-learning Fuzzy Inference for Truth Discovery Framework

      • Alex T. H. Sim, Vincent C. S. Lee, Maria Indrawan, Hee Jee Mei

      Pages 87-96

   4. Exact Approximations for Rough Sets

      • Dmitry Sitnikov, Oleg Ryabov, Nataly Kravets, Olga Vilchinska

      Pages 97-104

   5. Correlation Coefficient Estimate for Fuzzy Data

      • Yongshen Ni, John Y. Cheung

      Pages 105-114

4. Agent Architectures and Distributed Intelligence

   1. Front Matter

      Pages 115-115

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   2. A Framework for Multiagent-Based System for Intrusion Detection

      • Islam M. Hegazy, Taha Al-Arif, Zaki. T. Fayed, Hossam M. Faheem

      Pages 117-125

   3. An Adaptive Platform Based Multi-Agents for Architecting Dependability

      • Amar Ramdane-Cherif, Samir Benarif, Nicole Levy

      Pages 127-136

   4. Stochastic Distributed Algorithms for Target Surveillance

      • Luis Caffarelli, Valentino Crespi, George Cybenko, Irene Gamba, Daniela Rus

      Pages 137-148

   5. What-if Planning for Military Logistics

      • M. Afzal Upal

      Pages 149-158

   6. Effects of Reciprocal Social Exchanges on Trust and Autonomy

      • Henry Hexmoor, Prapulla Poli

      Pages 159-170

ISDA'03 General Chair's Message On behalf of the ISDA'03 organizing committee, I wish to extend a very warm welcome to the conference and Tulsa in August 2003. The conference program committee has organized an exciting and invigorating program comprising pres­ entations from distinguished experts in the field, and important and wide-ranging contributions on state-of-the-art research that provide new insights into 'Current Innovations in Intelligent Systems Design and Applications". ISDA'03 builds on the success of last years. ISDA'02 was held in Atlanta, USA, August 07-08,2002 and attracted participants from over 25 countries. ISDA'03, the Third International Conference on Intelligent Systems Design and Applications, held during August 10-13, 2003, in Tulsa, USA presents a rich and exciting program. The main themes addressed by this conference are: Architectures of intelligent systems Image, speech and signal processing Internet modeling Data mining Business and management applications Control and automation Software agents Knowledge management ISDA'03 is hosted by the College of Arts and Sciences, Oklahoma State Univer­ sity, USA. ISDA'03 is technically sponsored by IEEE Systems Man and Cyber­ netics Society, World Federation on Soft Computing, European Society for Fuzzy Logic and Technology, Springer Verlag- Germany, Center of Excellence in In­ formation Technology and Telecommunications (COEITT) and Oklahoma State University. ISDA'03 received 117 technical paper submissions from over 28 countries, 7 tutorials, 3 special technical sessions and 1 workshop proposal.

• Analysis
• Signal
• algorithms
• architecture
• artificial neural network
• automation
• data mining
• evolutionary algorithm
• heuristics
• image processing
• knowledge management
• machine learning
• modeling
• optimization
• software agent

• Oklahoma State University, Tulsa, USA

  Ajith Abraham

• Fraunhofer Institute for Production Systems and Design Technology, Berlin, Germany

  Katrin Franke, Mario Köppen

Policies and ethics