New Frontiers in Applied Artificial Intelligence: 21st International Conference on Industrial, Engineering and Other Applications of Applied Intellige

ISBN-13: 9783540690450 / Angielski / Miękka / 2008 / 904 str.

Ngoc Thanh Nguyen

Opis

The 21st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA-AIE 2008) held in Wroclaw, Poland was an international scientific forum for researchers in the field of applied artificial intelligence. The presentations of the invited speakers and the authors focused on developing and employing methods and systems to solve real-life problems in all applied intelligence areas. The IEA-AIE conference series, chaired by Moonis Ali, has a very long tradition, and it is the first time it was hosted in Poland. We received 302 papers from 52 countries. Each paper was sent to at least three Program Committee members for review. Although the general quality of the submissions was very high, only 90 best papers were selected for oral presentation and publication in the LNAI proceedings. The papers in the proceedings cover the following topics: computer vision, fuzzy system applications, robot, manufacturing, data mining and knowledge discovery, neural network, machine learning, natural language processing, Internet application, e-learning, heuristic search, application systems, agent-based system, evolutionary and genetic algorithms, knowledge management, and other applications. These papers highlight new trends and frontiers of applied artificial intelligence and show how new research could lead to new and innovative applications. We hope you will find these works useful and inspiring for your own research. We would like to express our sincere thanks to the Program Committee members and all the reviewers for their hard work, which helped us to select the highest quality papers for the conference.

Spis treści

Computer Vision.- Driver Assistance System Based on Monocular Vision.- Particle Swarm Optimization for Object Recognition in Computer Vision.- Building Surface Refinement Using Cluster of Repeated Local Features by Cross Ratio.- Local Subspace-Based Denoising for Shot Boundary Detection.- Image Retrieval Using Modified Color Variation Co-occurrence Matrix.- Fuzzy System Applications.- Tool Condition Monitoring Using the TSK Fuzzy Approach Based on Subtractive Clustering Method.- Admissible Fuzzy Controller in L 2 Space.- Application of Fuzzy Cognitive Maps for Stock Market Modeling and Forecasting.- Fuzzy ARTMAP Neural Network for Classifying the Financial Health of a Firm.- Fuzzy Interpolative Reasoning Using Interval Type-2 Fuzzy Sets.- Fuzzy Measurement of the Number of Persons on the Basis of the Photographic Image.- Robot and Manufacturing.- A Cross-Platform Robotic Architecture for Autonomous Interactive Robots.- Match-Up Strategies for Job Shop Rescheduling.- Entropy Based Diversity Measures in Evolutionary Mobile Robot Navigation.- Intelligent System for Traffic Signs Recognition in Moving Vehicles.- Data Mining and KDS.- Document Clustering Based on Spectral Clustering and Non-negative Matrix Factorization.- Application of Data Mining Algorithms to TCP throughput Prediction in HTTP Transactions.- Incremental Mining with Prelarge Trees.- Learning Higher Accuracy Decision Trees from Concept Drifting Data Streams.- Recommending Software Artifacts from Repository Transactions.- Ranking Links on the Web: Search and Surf Engines.- Cluster Analysis for Users’ Modeling in Intelligent E-Learning Systems.- Neural Networks.- An Empirical Investigation of the Use of a Neural Network Committee for Identifying the Streptococcus Pneumoniae Growth Phases in Batch Cultivations.- Suboptimal Nonlinear Predictive Control with MIMO Neural Hammerstein Models.- Machine Learning.- Test Case Generation from QR Models.- Shape-Based Human Activity Recognition Using Independent Component Analysis and Hidden Markov Model.- Potential Distribution Modelling Using Machine Learning.- A Cluster-Based Classification Approach to Semantic Role Labeling.- Data Reduction Algorithm for Machine Learning and Data Mining.- Natural Language Processing.- A New Word Clustering Method for Building N-Gram Language Models in Continuous Speech Recognition Systems.- Integrating Topic Estimation and Dialogue History for Domain Selection in Multi-domain Spoken Dialogue Systems.- The Effect of Emotional Speech on a Smart-Home Application.- Internet Application and Education.- Another Face of Search Engine: Web Search API’s.- The Consistency and Conformance of Web Document Collection Based on Heterogeneous DAC Graph.- Pedagogical Protocols Selection Automatic Assistance.- Heuristic Search.- Lagrangian-Based Solution Approaches for a Resource-Constrained Parallel Machine Scheduling Problem with Machine Eligibility Restrictions.- A Hierarchy of Twofold Resource Allocation Automata Supporting Optimal Web Polling.- A Heuristic Search for Optimal Parameter Values of Three Biokinetic Growth Models for Describing Batch Cultivations of Streptococcus Pneumoniae in Bioreactors.- Efficient Handling of Relational Database Combinatorial Queries Using CSPs.- Maintaining Population Diversity in Evolution Strategy for Engineering Problems.- Clustering of Gene Expression Data with Quantum-Behaved Particle Swarm Optimization.- Ant Colony Optimization for the Single Machine Total Earliness Tardiness Scheduling Problem.- Tuning Constrained Objects.- Application Systems.- Ontology-Driven Approximate Duplicate Elimination of Postal Addresses.- A Knowledge-Based System for Fashion Trend Forecasting.- Planning with Multiple-Components in Omps.- The Contact Scheduling Process of the Galileo Navigation System.- Novel Extension of k???TSP Algorithm for Microarray Classification.- Simultaneous Vehicle and Crew Scheduling for Extra Urban Transports.- SitCom: Virtual Smart-Room Environment for Multi-modal Perceptual Systems.- Optimizing Building’s Environments Performance Using Intelligent Systems.- Agent-Based System.- Individualism and Collectivism in Trade Agents.- Adding Attentional Capabilities Features to an Intelligent Virtual Agent.- Adaptive Power Management Based on Reinforcement Learning for Embedded System.- Hybrid MAS GIS Coastal Systems Modeling Methodology.- A Hybrid Multi-agent Model for Financial Markets.- A Teleo-Reactive Architecture for Fast, Reactive and Robust Control of Mobile Robots.- Evolutionary and Genetic Algorithms.- Evolutionary Public-Key Cryptographic Circuits.- Automatic Selection of Cutting Tools Geometry Using an Evolutionary Approach.- Optimal Sizing and Siting of Distributed Energy Resources Considering Public and Private Incentive Policies.- Test Pattern Generator Design Optimization Based on Genetic Algorithm.- Solving Stochastic Path Problem: Particle Swarm Optimization Approach.- Meta-heuristic Algorithm for the Transshipment Problem with Fixed Transportation Schedules.- A Dynamic Population Steady-State Genetic Algorithm for the Resource-Constrained Project Scheduling Problem.- Knowledge Management.- Access Control for XML Document.- Extending Knowledge Base Update into First-Order Knowledge Bases.- Shared Context for Knowledge Distribution: A Case Study of Collaborative Taggings.- Modelling and Automated Analysis of Organisations from the Air Traffic Management Domain.- Visualized Technique for Trend Analysis of News Articles.- Solving SQL Constraints by Incremental Translation to SAT.- Other Applications.- Using Place and Transition Fault Net Models for Sequential Diagnosis Time Assessment in Discrete Event Systems.- A CBR-Based Approach for Ship Collision Avoidance.- Multiphase Data Exchange in Distributed Logic-Algebraic Based Processing.- Visualization of Financial Trends Using Chance Discovery Methods.- A Survey on Reviewer Assignment Problem.- Special Session: Knowledge Driven Manufacturing Systems.- A Declarative Framework for Constrained Search Problems.- Addition and Deletion of Agent Memories to Realize Autonomous Decentralized Manufacturing Systems.- Investigation of Influence of Grinding Regimes on Surface Tension State.- Estimating Flexibility Requirements in a Demand-Driven Lean/JIT Environment.- Constraint Programming Approach to Time-Window and Multiresource-Constrained Projects Portfolio Prototyping.- Special Session: Joint Session on Adaptive Networked Systems and Fuzzy Knowledge Bases.- Adaptive E–Learning: An Architecture Based on PROSA P2P Network.- Real-Time Car License Plate Recognition Improvement Based on Spatiognitron Neural Network.- Handling Dynamic Networks Using Evolution in Ant-Colony Optimization.- Rule Bases Integration on the Example of a Fuzzy Model of WIG20.- Fuzzy Analytical Hierarchy Process in Maintenance Problem.- Special Session: Software Agents and Multi-Agent Systems.- Proposal for Agent Platform Dynamic Interoperation Facilitating Mechanism.- A Formal Framework of Conversational Goals Based on Strategic Reasoning.- An Auction-Based System for Workforce Resource Allocation.- Scenario Description Language for Multi-agent Systems.- The CrocodileAgent: A Software Agent for SCM Procurement Gaming.

Blurb

This book constitutes the refereed proceedings of the 21st International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2008, held in Wroclaw, Poland, in June 2008.

The 75 revised full papers presented were carefully reviewed and selected from 302 submissions. The papers are organized in topical sections on computer vision, fuzzy system applications, robot and manufacturing, data mining and KDS, neural networks, machine learning, natural language processing, internet application and education, heuristic search, application systems, agent-based system, evolutionary and genetic algorithms, knowledge management, and other applications. The book concludes with 15 contributions from the following special sessions: knowledge driven manufacturing systems, joint session on adaptive networked systems and fuzzy knowledge bases, and software agents and multi-agent systems.