New Frontiers in Applied Artificial Intelligence: 21st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2008 Wroclaw, Poland, June 18-20, 2008, Proceedings

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Ngoc Thanh Nguyen, Leszek Borzemski, Adam Grzech, Moonis Ali
Springer Science & Business Media, Jun 3, 2008 - Computers - 879 pages
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.
 

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Contents

Driver Assistance System Based on Monocular Vision
1
Particle Swarm Optimization for Object Recognition in Computer Vision
11
Building Surface Refinement Using Cluster of Repeated Local Features by Cross Ratio
22
Local SubspaceBased Denoising for Shot Boundary Detection
32
Image Retrieval Using Modified Color Variation Cooccurrence Matrix
42
Tool Condition Monitoring Using the TSK Fuzzy Approach Based on Subtractive Clustering Method
52
Admissible Fuzzy Controller in L2 Space
62
Application of Fuzzy Cognitive Maps for Stock Market Modeling and Forecasting
72
The Contact Scheduling Process of the Galileo Navigation System
446
Novel Extension of k TSP Algorithm for Microarray Classification
456
Simultaneous Vehicle and Crew Scheduling for Extra Urban Transports
466
Virtual SmartRoom Environment for Multimodal Perceptual Systems
476
Optimizing Buildings Environments Performance Using Intelligent Systems
486
Individualism and Collectivism in Trade Agents
492
Adding Attentional Capabilities Features to an Intelligent Virtual Agent
502
Adaptive Power Management Based on Reinforcement Learning for Embedded System
513

Fuzzy ARTMAP Neural Network for Classifying the Financial Health of a Firm
82
Fuzzy Interpolative Reasoning Using Interval Type2 Fuzzy Sets
92
Fuzzy Measurement of the Number of Persons on the Basis of the Photographic Image
102
A CrossPlatform Robotic Architecture for Autonomous Interactive Robots
108
MatchUp Strategies for Job Shop Rescheduling
119
Entropy Based Diversity Measures in Evolutionary Mobile Robot Navigation
129
Intelligent System for Traffic Signs Recognition in Moving Vehicles
139
Document Clustering Based on Spectral Clustering and Nonnegative Matrix Factorization
149
Application of Data Mining Algorithms to TCP throughput Prediction in HTTP Transactions
159
Incremental Mining with Prelarge Trees
169
Learning Higher Accuracy Decision Trees from Concept Drifting Data Streams
179
Recommending Software Artifacts from Repository Transactions
189
Search and Surf Engines
199
Cluster Analysis for Users Modeling in Intelligent ELearning Systems
209
An Empirical Investigation of the Use of a Neural Network Committee for Identifying the Streptococcus Pneumoniae Growth Phases in Batch Cultiva...
215
Suboptimal Nonlinear Predictive Control with MIMO Neural Hammerstein Models
225
Test Case Generation from QR Models
235
ShapeBased Human Activity Recognition Using Independent Component Analysis and Hidden Markov Model
245
Potential Distribution Modelling Using Machine Learning
255
A ClusterBased Classification Approach to Semantic Role Labeling
265
Data Reduction Algorithm for Machine Learning and Data Mining
276
A New Word Clustering Method for Building NGram Language Models in Continuous Speech Recognition Systems
286
Integrating Topic Estimation and Dialogue History for Domain Selection in Multidomain Spoken Dialogue Systems
294
The Effect of Emotional Speech on a SmartHome Application
305
Web Search APIs
311
The Consistency and Conformance of Web Document Collection Based on Heterogeneous DAC Graph
321
Pedagogical Protocols Selection Automatic Assistance
331
LagrangianBased Solution Approaches for a ResourceConstrained Parallel Machine Scheduling Problem with Machine Eligibility Restrictions
337
A Hierarchy of Twofold Resource Allocation Automata Supporting Optimal Web Polling
347
A Heuristic Search for Optimal Parameter Values of Three Biokinetic Growth Models for Describing Batch Cultivations of Streptococcus Pneumoniae...
359
Efficient Handling of Relational Database Combinatorial Queries Using CSPs
369
Maintaining Population Diversity in Evolution Strategy for Engineering Problems
379
Clustering of Gene Expression Data with QuantumBehaved Particle Swarm Optimization
388
Ant Colony Optimization for the Single Machine Total Earliness Tardiness Scheduling Problem
397
Tuning Constrained Objects
408
OntologyDriven Approximate Duplicate Elimination of Postal Addresses
415
A KnowledgeBased System for Fashion Trend Forecasting
425
Planning with MultipleComponents in OMPS
435
Hybrid MAS GIS Coastal Systems Modeling Methodology
523
A Hybrid Multiagent Model for Financial Markets
531
A TeleoReactive Architecture for Fast Reactive and Robust Control of Mobile Robots
541
Evolutionary PublicKey Cryptographic Circuits
551
Automatic Selection of Cutting Tools Geometry Using an Evolutionary Approach
561
Optimal Sizing and Siting of Distributed Energy Resources Considering Public and Private Incentive Policies
570
Test Pattern Generator Design Optimization Based on Genetic Algorithm
580
Particle Swarm Optimization Approach
590
Metaheuristic Algorithm for the Transshipment Problem with Fixed Transportation Schedules
601
A Dynamic Population SteadyState Genetic Algorithm for the ResourceConstrained Project Scheduling Problem
611
Access Control for XML Document
621
Extending Knowledge Base Update into FirstOrder Knowledge Bases
631
A Case Study of Collaborative Taggings
641
Modelling and Automated Analysis of Organisations from the Air Traffic Management Domain
649
Visualized Technique for Trend Analysis of News Articles
659
Solving SQL Constraints by Incremental Translation to SAT
669
Using Place and Transition Fault Net Models for Sequential Diagnosis Time Assessment in Discrete Event Systems
677
A CBRBased Approach for Ship Collision Avoidance
687
Multiphase Data Exchange in Distributed LogicAlgebraic Based Processing
698
Visualization of Financial Trends Using Chance Discovery Methods
708
A Survey on Reviewer Assignment Problem
718
A Declarative Framework for Constrained Search Problems
728
Addition and Deletion of Agent Memories to Realize Autonomous Decentralized Manufacturing Systems
738
Investigation of Influence of Grinding Regimes on Surface Tension State
749
Estimating Flexibility Requirements in a DemandDriven LeanJIT Environment
757
Constraint Programming Approach to TimeWindow and MultiresourceConstrained Projects Portfolio Prototyping
767
An Architecture Based on PROSA P2P Network
777
RealTime Car License Plate Recognition Improvement Based on Spatiognitron Neural Network
787
Handling Dynamic Networks Using Evolution in AntColony Optimization
795
Rule Bases Integration on the Example of a Fuzzy Model of WIG20
805
Fuzzy Analytical Hierarchy Process in Maintenance Problem
815
Proposal for Agent Platform Dynamic Interoperation Facilitating Mechanism
825
A Formal Framework of Conversational Goals Based on Strategic Reasoning
835
An AuctionBased System for Workforce Resource Allocation
845
Scenario Description Language for Multiagent Systems
855
A Software Agent for SCM Procurement Gaming
865
Author Index
876
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