Modern Approaches in Applied Intelligence : 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 - July 1, 2011, Proceedings, Part II

The two volume set LNAI 6703 and LNAI 6704 constitutes the thoroughly refereed conference proceedings of the 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligend Systems, IEA/AIE 2011, held in Syracuse, NY, USA, in June/July 2011. The total of 92 papers selected for the proceedings were carefully reviewed and selected from 206 submissions. The papers cover a wide number of topics including feature extraction, discretization, clustering, classification, diagnosis, data refinement, neural networks, genetic algorithms, learning classifier systems, Bayesian and probabilistic methods, image processing, robotics, navigation, optimization, scheduling, routing, game theory and agents, cognition, emotion, and beliefs. Front Matter....Pages - Environmental Sound Recognition for Robot Audition Using Matching-Pursuit....Pages 1-10 Cognitive Aspects of Programming in Pictures....Pages 11-20 An Approach for Smoothly Recalling the Interrupted Tasks by Memorizing User Tasks....Pages 21-26 Implementing an Efficient Causal Learning Mechanism in a Cognitive Tutoring Agent....Pages 27-36 Model Checking Commitment Protocols....Pages 37-47 Mobile Architecture for Communication and Development of Applications Based on Context....Pages 48-57 A Simplified Human Cognitive Approach for Supporting Crowd Modeling in Tunnel Fires Emergency Simulation....Pages 58-67 Model Checking Epistemic and Probabilistic Properties of Multi-agent Systems....Pages 68-78 Modeling Users of Crisis Training Environments by Integrating Psychological and Physiological Data....Pages 79-88 Personality Estimation Based on Weblog Text Classification....Pages 89-97 Design of an Optimal Automation System: Finding a Balance between a Human’s Task Engagement and Exhaustion....Pages 98-108 A Cognitive Agent Model Using Inverse Mirroring for False Attribution of Own Actions to Other Agents....Pages 109-119 Explaining Negotiation: Obtaining a Shared Mental Model of Preferences....Pages 120-129 A Computational Model of Habit Learning to Enable Ambient Support for Lifestyle Change....Pages 130-142 An Intelligent Method to Extract Characters in Color Document with Highlight Regions....Pages 143-152 Development of Technological System Structure for Threaded Connections Assembly under Conditions of Uncertainty....Pages 153-162 Automatic Vehicle Identification by Plate Recognition for Intelligent Transportation System Applications....Pages 163-172 Intelligent Page Recommender Agents: Real-Time Content Delivery for Articles and Pages Related to Similar Topics....Pages 173-182 Meta-learning Based Optimization of Metabolic Pathway Data-Mining Inference System....Pages 183-192 Multiple Pickup and Delivery TSP with LIFO and Distance Constraints: A VNS Approach....Pages 193-202 Distributed Learning with Biogeography-Based Optimization....Pages 203-215 Scheduling a Single Robot in a Job-Shop Environment through Precedence Constraint Posting....Pages 216-225 An Intelligent Framework to Online Bin Packing in a Just-In-Time Environment....Pages 226-236 A Greedy Heuristic for Airline Crew Rostering: Unique Challenges in a Large Airline in China....Pages 237-245 Optimal Algorithms for Two-Dimensional Box Placement Problems....Pages 246-255 An Algorithm for the Freight Allocation Problem with All-Units Quantity-Based Discount....Pages 256-265 A Distributed, Heterogeneous, Target-Optimized Operating System for a Multi-robot Search and Rescue Application....Pages 266-275 A Heuristic for the Multiple Container Loading Cost Minimization Problem....Pages 276-285 A Skyline-Based Heuristic for the 2D Rectangular Strip Packing Problem....Pages 286-295 Real-Time Resource Allocation Co-processor....Pages 296-301 A Hybrid Search Strategy to Enhance Multiple Objective Optimization....Pages 302-311 Forest Planning Using Particle Swarm Optimization with a Priority Representation....Pages 312-318 Fuzzy Robot Controller Tuning with Biogeography-Based Optimization....Pages 319-327 Development of a Genetic Fuzzy Controller for an Unmanned Aerial Vehicle....Pages 328-335 Toward Evolving Self-organizing Software Systems: A Complex System Point of View....Pages 336-346 Evolving Efficient Sensor Arrangement and Obstacle Avoidance Control Logic for a Miniature Robot....Pages 347-356 Feature Selection for Translation Initiation Site Recognition....Pages 357-366 DTP: Decision Tree-Based Predictor of Protein Contact Map....Pages 367-375 Translation Initiation Site Recognition by Means of Evolutionary Response Surfaces....Pages 376-385 An Evolutionary Algorithm for Gene Structure Prediction....Pages 386-395 Prediction of Drug Activity Using Molecular Fragments-Based Representation and RFE Support Vector Machine Algorithm....Pages 396-405 A Hybrid Video Recommendation System Using a Graph-Based Algorithm....Pages 406-415 A Diagnostic Reasoning Approach to Defect Prediction....Pages 416-425 Multiple Source Phoneme Recognition Aided by Articulatory Features....Pages 426-435 Plan Recommendation for Well Engineering....Pages 436-445 Lung Cancer Detection Using Labeled Sputum Sample: Multi Spectrum Approach....Pages 446-458 Improvement of Building Automation System....Pages 459-468 Efficient Load Balancing Using the Bees Algorithm....Pages 469-479 Predicting the Distribution of Thermal Comfort Votes....Pages 480-489 Strategic Bidding Methodology for Electricity Markets Using Adaptive Learning....Pages 490-500 Compromising Strategy Based on Estimated Maximum Utility for Automated Negotiation Agents Competition (ANAC-10)....Pages 501-510 Negotiating Privacy Preferences in Video Surveillance Systems....Pages 511-521 The Bayesian Pursuit Algorithm: A New Family of Estimator Learning Automata....Pages 522-531 A Two-Armed Bandit Based Scheme for Accelerated Decentralized Learning....Pages 532-541 Specification of Interlevel Relations for Agent Models in Multiple Abstraction Dimensions....Pages 542-555 An Argumentation Framework for Deriving Qualitative Risk Sensitive Preferences....Pages 556-565 Agent-Based Analysis of Patterns in Crowd Behaviour Involving Contagion of Mental States....Pages 566-577 Back Matter....Pages - Annotation The two volume set LNAI 6703 and LNAI 6704 constitutes the thoroughly refereed conference proceedings of the 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, held in Syracuse, NY, USA, in June/July 2011. The total of 92 papers selected for the proceedings were carefully reviewed and selected from 206 submissions. The papers cover a wide number of topics including feature extraction, discretization, clustering, classification, diagnosis, data refinement, neural networks, genetic algorithms, learning classifier systems, Bayesian and probabilistic methods, image processing, robotics, navigation, optimization, scheduling, routing, game theory and agents, cognition, emotion, and beliefs