| A Two-Stage Bayesian Network for Effective Development of Conversational Agent | p. 1 |
| Intelligent Agent Technology in E-commerce | p. 10 |
| Connected Replicator Dynamics and Their Control in a Learning Multi-agent System | p. 18 |
| Agent-Based Modeling of Efficient Markets | p. 27 |
| Agent Compromises in Distributed Problem Solving | p. 35 |
| A Multi-agent System for Emergency Decision Support | p. 43 |
| The Artificial Ecosystem: A Multiagent Architecture | p. 52 |
| Noise Correction in Genomic Data | p. 60 |
| Gradient Based Method for Symmetric and Asymmetric Multiagent Reinforcement Learning | p. 68 |
| Revocable Anonymity of Undeniable Signature Scheme | p. 76 |
| Learning Classifier System for Generating Various Types of Dialogues in Conversational Agent | p. 84 |
| An Enhanced Security Model for Mobile Agent System | p. 89 |
| A Ring-Based Architectural Model for Middle Agents in Agent-Based System | p. 94 |
| Belief Revision for Adaptive Recommender Agents in E-commerce | p. 99 |
| Managing Fault Tolerance Information in Multi-agents Based Distributed Systems | p. 104 |
| Agent-Based Layered Intelligent Information Integration System Using Ontology and Metadata Registry | p. 109 |
| Fluctuation in Multi-agent System of Supermarket Chain Network | p. 114 |
| A Self-Organizing Channel Assignment Algorithm: A Cellular Learning Automata Approach | p. 119 |
| Learning from Average Experience | p. 127 |
| The Inductive Inverse Kinematics Algorithm for Manipulating the Posture of an Articulated Body | p. 135 |
| A Fast Implementation of Radial Basis Function Networks with Application to Time Series Forecasting | p. 143 |
| On the Effects of Outliers on Evolutionary Optimization | p. 151 |
| Initialising Self-Organising Maps | p. 161 |
| On the Comparisons between RLSA and CLA for Solving Arbitrary Linear Simultaneous Equations | p. 169 |
| Exploiting Heterogeneous Features for Classification Learning | p. 177 |
| Locally Balanced Incremental Hierarchical Discriminant Regression | p. 185 |
| A Comparative Study of Several Cluster Number Selection Criteria | p. 195 |
| Automating Stock Prediction with Neural Network and Evolutionary Computation | p. 203 |
| Estimation of Diffusion Parameters by a Nonparametric Drift Function Model | p. 211 |
| Temporal Difference Coding in Reinforcement Learning | p. 218 |
| Combination of Linear and General Regression Neural Network for Robust Short Term Financial Prediction | p. 228 |
| Generating Explicit Self-Organizing Maps by Information Maximization | p. 236 |
| A Clustering Approach to the Vision-Based Interface for Interactive Computer Games | p. 246 |
| Evolution at Learning: How to Promote Generalization? | p. 254 |
| Automatic Extraction of Moving Objects Using Distributed Genetic Algorithms | p. 262 |
| The Approach for Data Warehouse to Answering Spatial OLAP Queries | p. 270 |
| A Hybrid Search Algorithm of Ant Colony Optimization and Genetic Algorithm Applied to Weapon-Target Assignment Problems | p. 278 |
| Detecting Distributed Denial of Service (DDoS) Attacks through Inductive Learning | p. 286 |
| Dynamic Construction of Category Hierarchy Using Fuzzy Relational Products | p. 296 |
| Evolution Strategies with a Fourier Series Auxiliary Function for Difficult Function Optimization | p. 303 |
| AD+Tree: A Compact Adaptation of Dynamic AD-Trees for Efficient Machine Learning on Large Data Sets | p. 313 |
| Evolvable Hardware Using Genetic Programming | p. 321 |
| Minimal Addition-Subtraction Sequences for Efficient Pre-processing in Large Window-Based Modular Exponentiation Using Genetic Algorithms | p. 329 |
| Hybrid Recommendation: Combining Content-Based Prediction and Collaborative Filtering | p. 337 |
| A Tolerance Concept in Data Clustering | p. 345 |
| Power Control and Evolutionary Computation in CDMA Cellular Radio Networks | p. 353 |
| A Novel Multiobjective Evolutionary Algorithm Based on Min-Max Strategy | p. 361 |
| Dynamics of Gradient-Based Learning and Applications to Hyperparameter Estimation | p. 369 |
| Nonlinear Multidimensional Data Projection and Visualisation | p. 377 |
| Comparative Study between Radial Basis Probabilistic Neural Networks and Radial Basis Function Neural Networks | p. 389 |
| On Hadamard-Type Output Coding in Multiclass Learning | p. 397 |
| An Adaptive Uniform Fractional Guard Channel Algorithm: A Learning Automata Approach | p. 405 |
| Empirical Comparison between Two Computational Strategies for Topological Self-Organization | p. 410 |
| A Novel Orthogonal Simulated Annealing Algorithm for Optimization of Electromagnetic Problems | p. 415 |
| Diversity Control to Improve Convergence Rate in Genetic Algorithms | p. 421 |
| A Perception Evaluation Scheme for Steganography | p. 426 |
| Clustering Individuals in Non-vector Data and Predicting: A Novel Model-Based Approach | p. 431 |
| A Fuzzy Multi-criteria Decision Model for Information System Security Investment | p. 436 |
| Blind Equalization Using RBF and HOS | p. 442 |
| A Guided Monte Carlo Approach to Optimization Problems | p. 447 |
| Editing and Training for ALVOT, an Evolutionary Approach | p. 452 |
| Consensus-Based Adaptive Interface Construction for Multiplatform Web Applications | p. 457 |
| Portfolio Management for Pension Funds | p. 462 |
| Multiple Ant Colony Optimization for Load Balancing | p. 467 |
| Exploring Memory Access Regularity in Pointer-Intensive Application Programs | p. 472 |
| Nonlinear Dimension Reduction via Local Tangent Space Alignment | p. 477 |
| System for Intelligent Processing and Recognition of Auditory Brainstem Response (ABR) Signals | p. 482 |
| Protein Structure Modeling Using a Spatial Model for Structure Comparison | p. 490 |
| DNA Algorithms for Rough Set Analysis | p. 498 |
| Imput Selection and Rule Generation in Adaptive Neuro-fuzzy Inference System for Protein Structure Prediction | p. 514 |
| Quantification of Human Brain Metabolites from In Vivo [superscript 1]H NMR Magnitude Spectra Using Self-Organising Maps | p. 522 |
| Probability Model Type Sufficiency | p. 530 |
| Higher-Order Hidden Markov Models with Applications to DNA Sequences | p. 535 |
| Classification of the Risk Types of Human Papillomavirus by Decision Trees | p. 540 |
| An Effective Rough Set-Based Method for Text Classification | p. 545 |
| Abrupt Shot Change Detection Using Multiple Features and Classification Tree | p. 553 |
| On a Lip Print Recognition by the Pattern Kernel with Multi-resolution Architecture | p. 561 |
| A XML-Based Data Communication Solution for Program Mining | p. 569 |
| Improving the Efficiency of Frequent Pattern Mining by Compact Data Structure Design | p. 576 |
| Extraction of Dynamic User Behaviors from Web Logs | p. 584 |
| SEMIR: Semantic Indexing and Retrieving Web Document Using Rhetorical Structure Theory | p. 596 |
| Generating Representative from Clusters of Association Rules on Numeric Attributes | p. 605 |
| Grid-Based Indexing for Large Time Series Databases | p. 614 |
| E.Coli Search: Self Replicating Agents for Web Based Information Retrieval | p. 622 |
| An Efficient Mining Method for Incremental Updation in Large Databases | p. 630 |
| Selectivity Estimation for Optimizing Similarity Query in Multimedia Databases | p. 638 |
| Related Factors of Document Classification Performance in a Highly Inflectional Language | p. 645 |
| Customer Loyalty on Recurring Loans | p. 653 |
| Convolution Kernels for Outliers Detection in Relational Data | p. 661 |
| Association Rule Mining Algorithms for Set-Valued Data | p. 669 |
| A Data Mining Based Intrusion Detection Model | p. 677 |
| Semantics Based Information Retrieval Using Conceptual Indexing of Documents | p. 685 |
| Experiences of Using a Quantitative Approach for Mining Association Rules | p. 693 |
| Global B+ Tree Indexing in Parallel Database Systems | p. 701 |
| Efficient Execution of Parallel Aggregate Data Cube Queries in Data Warehouse Environments | p. 709 |
| An Optimal Approach to Mining Boolean Functions from Noisy Data | p. 717 |
| Beyond Supervised Learning of Wrappers for Extracting Information from Unseen Web Sites | p. 725 |
| Metasearch via Voting | p. 734 |
| Peculiarity Oriented Mining in Multiple Human Brain Data | p. 742 |
| Automatic Classification and Clustering of Caenorhabditis Elegans Using a Computer Vision System | p. 751 |
| A Concept-Based Inter-lingua and Its Applications to Multilingual Text and Web Mining | p. 756 |
| Flexible Decision Trees in a General Data-Mining Environment | p. 761 |
| Developing a Directory of Search Engines for Meta-searching | p. 768 |
| A Unified, Adjustable, and Extractable Biological Data Mining-Broker | p. 773 |
| Nested State-Transition Graph Model of User Behaviors | p. 778 |
| Design of Data-Mining Application Software Based on Object-Oriented Approach | p. 783 |
| Predicting Itemset Sales Profiles with Share Measures and Repeat-Buying Theory | p. 789 |
| A Virtual Join Algorithm for Fast Association Rule Mining | p. 796 |
| Packet Filtering Using a Decision Tree Classifier | p. 801 |
| An XML Query Mediator | p. 806 |
| Potential Gains from Global Market Timing Involving Three or More Markets | p. 811 |
| Incremental Condition Evaluation for Active Temporal Rules | p. 816 |
| Automatic Webpage Classification Enhanced by Unlabeled Data | p. 821 |
| Electricity Demand Forecasting Using Neural Networks | p. 826 |
| An Extended Multivariate Data Visualization Approach for Interactive Feature Extraction from Manufacturing Data | p. 835 |
| Determining the Semantic Orientation of Web-Based Corpora | p. 840 |
| Dynamic Subspace Clustering for Very Large High-Dimensional Databases | p. 850 |
| Spatial Information in Histograms for Shape Representation | p. 855 |
| From Competing Associations to Justifiable Conclusions | p. 860 |
| Line Chart Recognition and Data Extraction Technique | p. 865 |
| List Representation Applied to Sparse Datacubes for Data Warehousing and Data Mining | p. 871 |
| A Fast Algorithm for Incremental Principal Component Analysis | p. 876 |
| A Database-Independent Approach of Mining Association Rules with Genetic Algorithm | p. 882 |
| Discovering Process Models from Execution History by Graph Matching | p. 887 |
| Constructing UML Galaxy Diagram for Conceptual Data Integration in Web Mining | p. 893 |
| MLPCA Based Logistical Regression Analysis for Pattern Clustering in Manufacturing Processes | p. 898 |
| Graph-Based Data Clustering: Criteria and a Customizable Approach | p. 903 |
| Study of United Mileage Agent in E-commerce | p. 909 |
| Verifying the Payment Authorization in SET Protocol | p. 914 |
| Heuristic Methods for Portfolio Selection at the Mexican Stock Exchange | p. 919 |
| The Knowledge-Base of a B2B E-commerce Multi-agent System | p. 924 |
| Trading Futures with the Largest Equity Drawdown Method | p. 929 |
| Intraday Analysis of Portfolios on the ASX Using ICA | p. 934 |
| Case-Based Reasoning: An Intelligent Approach Applied for Financial Crises Warning | p. 939 |
| Pattern Recognition in Classification of Intelligent Composites during Smart Manufacturing | p. 944 |
| Fuzzy Logic Aided Gesture Recognition | p. 959 |
| On the Choices of the Parameters in General Constrained Learning Algorithms | p. 967 |
| Strict Monotone of an Edge Intensity Profile and a New Edge Detection Algorithm | p. 975 |
| Model-Based Pose Estimation of Human Motion Using Orthogonal Simulated Annealing | p. 983 |
| PCA Fuzzy Mixture Model for Speaker Identification | p. 992 |
| GMM Based on Local Fuzzy PCA for Speaker Identification | p. 1000 |
| Fast Pattern Selection Algorithm for Support Vector Classifiers: Time Complexity Analysis | p. 1008 |
| Novelty Detection Approach for Keystroke Dynamics Identity Verification | p. 1016 |
| An Image Retrieval Method Based on Collaborative Filtering | p. 1024 |
| Learning Neural Network Ensemble for Practical Text Classification | p. 1032 |
| Filtering of Text Blocks in Web Images | p. 1037 |
| Towards a Terabyte Digital Library System | p. 1042 |
| A Neural System Prototype for Data Processing Using Modified Conjugate Directional Filtering (MCDF) | p. 1047 |
| Prediction Error Context-Based Lossless Compression of Medical Images | p. 1052 |
| Improving Feature Extraction Performance of Greedy Network-Growing Algorithm | p. 1056 |
| Online Signature Verification Based on Dynamic Feature Segmentation and 3-Step Matching | p. 1062 |
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