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Preface | ||
Committee Members | ||
Additional Reviewers | ||
Adaptive Processing of Data Structures | 2 | |
Can Neural Networks Really Generalize? | 3 | |
Indian Language Multimedia and Information Retrieval | 4 | |
Agent-Oriented Model for Managing Long-Lived Transaction, Based on Work-Flow and Task-Graph | 10 | |
Delegation Mechanism in Agent-Oriented Framework for Managing Long-Lived Transaction | 14 | |
A Framework for Agent-Oriented Workflow in Agriculture | 18 | |
ANN Parallelization on a Token-Based Simulated Parallel System | 24 | |
Architecture Design of Artificial Neural Networks Based on Box & Jenkins Models for Time Series Prediction | 29 | |
A Comparison between Features for a Residential Security Prototype Based on Speaker Identification with a Model of Artificial Neural Network | 35 | |
Credit Assessment Using Constructive Neural Networks | 40 | |
Determining the Influence of Input Parameters on BP Neural Network Output Error Using Sensitivity Analysis | 45 | |
Optimum Back Propagation Network Conditions with Respect to Computation Time and Output Accuracy | 50 | |
RBF Neural Network for Thrust and Torque Predictions in Drilling Operations | 55 | |
Self-Organization Neurons Blocks Networks | 60 | |
Using Kohonen Map for the Placement of Regular VLSI Designs | 65 | |
Using Neural Network Method Computes Quadratic Optimization Problems | 70 | |
Formulation of an Encryption Algorithm on the Basis of Molecular Genetics and Image Patterns | 76 | |
A Genetic Algorithm for the Cryptanalysis of Chor-Rivest Knapsack Public Key Cryptosystem (PKC) | 81 | |
Genetic Algorithms in Optical Thin Film Optimization Design | 86 | |
A Genetic Approach to Qualitative Temporal Reasoning with Constraints | 91 | |
Object Oriented Toolkit for Multi-Objective Genetic Optimization | 96 | |
Evolutionary Training of a Neurofuzzy Network for Detection of P Wave of the ECG | 102 | |
Modular Rough Fuzzy MLP: Evolutionary Design | 107 | |
On Generalization of Machine Learning with Neural-Evolutionary Computations | 112 | |
Prototype Search for a Nearest Neighbor Classifier by a Genetic Algorithm | 117 | |
A Survey on Supervised Learning by Evolving Multi-Layer Perceptrons | 122 | |
Application of Genetic and Fuzzy Modeling in Time Series Analysis | 128 | |
Combining CBR and GA for Designing FPGAs | 133 | |
Credit Analysis Using Radial Basis Function Networks | 138 | |
A Formal Model for Software Evolution | 143 | |
Intelligent Hybrid System for a Training and Teaching Environment | 148 | |
Modeling an Interactive ITS Using a MAS Approach: from Design to Pedagogical Evaluation | 153 | |
Potential of Artificial Intelligence Based Feature Selection Methods in Regression Models | 159 | |
State Generalization Method Based on Uncertainty Minimization of Behavior Outcomes for Reactive Agents | 164 | |
Structured Neuro-Fuzzy Classifier for Medical Decision Support | ||
Using Machine Learning Techniques for Automatic Evaluation of Web Sites | 169 | |
An Automated Method for Inspection of IC Bonds | 176 | |
A Content-Based Video Query Agent Using Feature-Based Image Search Engine | 181 | |
An Image Understanding System for Various Images Based on Multi-Agent Architecture | 186 | |
Inferring Solid Objects with Cylindrical Surfaces from Orthographic Views | 191 | |
A Two-State Approach to 3D Scene Structural Analysis from a Single Two-Dimensional Image | 196 | |
Vision-Based Traffic Surveillance System on the Internet | 201 | |
Vision System with Depth Obtaining Capabilities | 206 | |
Discovery of Rules for Medical Expert Systems: Rough Set Approach | 212 | |
Functional Decomposition for FPGA Based Designs: A Weighted Graph Approach for Encoding of Compatible Classes | 217 | |
Logical Calculi of Rough-Set Granules in Problems of Approximate Synthesis in Distributed Systems | 223 | |
Horizontal Cooperation under Uncertainties in Distributed Expert Systems | 230 | |
Modeling the Decision Making Behaviors Within Human Conflict Negotiation | 235 | |
Schema - Independent Mediators Using Content Semantics to Access Data Resources | 240 | |
Content Based Image Retrieval Using Mobile Agents | 248 | |
Content Based Video Compression for High Perceptual Quality Videoconferencing Using Wavelet Transform | 253 | |
Hybrid Video System Supporting Content-Based Retrieval | 258 | |
In-Clip Search Algorithm for Content-Based Audio Retrieval | 263 | |
An Index Structure for Content-Based Retrieval from a Video Database | 268 | |
An Intelligent On-Line System for Content Based Image Retrieval | 273 | |
Use of Transforms for Indexing in Audio Databases | 278 | |
Visual Image Retrieval on Compressed Domain with Q-Distance | 285 | |
Human Shape Recognition from Snakes Using Neural Networks | 292 | |
Logico-Algebric Structures of Partially Defined Objects and of Partially Denoting Attributes | 297 | |
Regular Feature Extraction for Recognition of Braille | 302 | |
A Training Scheme for Pattern Classification Using Multi-Layer Feed-Forward Neural Networks | 307 | |
An Approach to Graph Layout to Assist in Web Navigation | 314 | |
OOHyTime from the Time-Based Point of View: The Case of Synchronization Specification in Multimedia Documents | 319 | |
Specifying Aspects of Multimedia in LOTOS | 326 | |
Specifying Multimedia Configurations in Z | 331 | |
End-to-End Simulation of VBR Traffic over ATM Networks Using CIPP Network Traffic Model | 338 | |
Predictive QoS Schemes for Real-Time Multimedia Applications in Communications | 343 | |
QoS Tradeoffs Using an Application-Oriented Transport Protocol (AOTP) for Multimedia Applications over IP | 348 | |
Development of Virtual Interfaces Using Configurable Templates | 354 | |
Framework for CSCW Applications by Using Virtual Reality | 359 | |
A Guidance Metric for Developing Hypermedia Educational Designs | 366 | |
Html & Multimedia Web Gis | 371 | |
Multimedia Education - Several-Angles View | 383 | |
Network Service Selection for Distributed Multimedia Applications | 388 | |
An Object-Oriented Model for HyTime Using UML | 393 | |
On Speed Optimization of MPEG-4 Decoder for Real-Time Multimedia Applications | 399 | |
A Pruning Based Fast Rate Control Algorithm for MPEG Coding | 403 | |
A Segmental Time-Alignment Technique for Text-Speech Synchronization | 408 | |
Temporal Hypermedia for Multimedia Applications in the World Wide Web | 413 | |
Cache Transparency in VOD Systems: Taking Advantage of Viewer's Flexibility | 420 | |
Multi-Criteria Capital Budgeting Using FLIP | 426 | |
A Simulated Annealing Approach for the Capacitated Minimum Spanning Tree Problem | 432 | |
Supporting Cooperative Work with Viceroy | 437 | |
Vibratory Tactile Display: A Fractal Brownian Approach | 442 | |
An Efficient Evolutionary Algorithm for (Near-) Optimal Steiner Trees Calculation: an Approach to Routing of Multipoint Connections | 448 | |
Enhancing the Beauty of Fractals | 454 | |
Fuzzy Approach to Recognize Handwritten Tamil Characters | 459 | |
Genetic Algorithms with Adaptive Probabilities of Operators Selection | 464 | |
Holographic Technology Applied to Face Location and Identification | 469 | |
Improvement of Artificial Odor Discrimination System Using Fuzzy-LVQ Neural Network | 474 | |
Learn@net: An Integrated Multimedia System for Distance Learning | 479 | |
Multimedia Environment Support by WWW in a Computer Assisted Learning System | 484 | |
A New Supervised Training Algorithm for Generalized Learning | 489 | |
On the Filtering of Imperfect Multimedia Information by Means of Representation-Based Queries | 494 | |
Author Index | 499 |
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