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

• Main Authors: Mehrotra, Kishan G, Mohan, Chilukuri Krishna, Oh, Jae C, Varshney, Pramod K, Ali, Moonis
• Format: eBook
• Language: English
• Published: Berlin, Heidelberg Springer Berlin / Heidelberg 2011; Springer
• Edition: 1
• Series: Lecture Notes in Computer Science
• Subjects: Artificial intelligence; Congresses; Industrial applications
• ISBN: 3642218261; 9783642218262

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 pape...

Table of Contents:

• Title -- Preface -- Organization -- Table of Contents -- Section 1: Cognitive Computing Facets in Intelligent Interaction -- Environmental Sound Recognition for Robot Audition Using Matching-Pursuit -- Introduction -- Environmental Sound Recognition by Robot Audition -- Issues in Feature Extraction of Environmental Sounds -- Feature Extraction Using Matching Pursuit -- Experiments -- Setup -- Experiment 1: Identification Rate of MFCCs and MP -- Experiment 2: Part or Unit? -- Conclusion -- References -- Cognitive Aspects of Programming in Pictures -- Introduction -- Programming in Pictures: A Brief Overview -- Integrated View of a Program in Pictures -- Background, Foreground and Auxiliary Images -- Case Studies: Libraries (Ontologies) of Super-Characters and Algorithms -- Conclusion -- References -- An Approach for Smoothly Recalling the Interrupted Tasks by Memorizing User Tasks -- Introduction -- Consideration of Interrupted Work -- Our Approach -- Proposed Relating Hue to Time Slot -- Improvement of Visual Information -- Switching to Past Desktop Environment Function -- Conclusion -- References -- Implementing an Efficient Causal Learning Mechanism in a Cognitive Tutoring Agent -- Introduction -- CELTS -- Episodic Learning -- Causal Learning -- Adapting TRuleGrowth to Handle Events Constraints -- Experimental Results -- Conclusion -- References -- Model Checking Commitment Protocols -- Introduction -- Commitments and ACTL*sc Logic -- Syntax of ACTL*sc -- Semantics of ACTL*sc -- Specification of Commitment Protocols -- A Motivating Example -- Implementation -- Translating Commitment Protocols -- Expressing Protocol Properties -- Experimental Results -- Related Literature and Conclusion -- References -- Mobile Architecture for Communication and Development of Applications Based on Context -- Introduction -- Objectives -- Scenario
• A Distributed, Heterogeneous, Target-Optimized Operating System for a Multi-robot Search and Rescue Application
• Development of Technological System Structure for Threaded Connections Assembly under Conditions of Uncertainty -- Introduction -- Structural Analysis of Technological Process of Threaded Connections Assembly -- Fuzzy Model and Algorithm to Choose Optimal Assembly Process Structure -- Neural Network for Choosing Optimal Assembly System Structure -- Conclusion -- References -- Automatic Vehicle Identification by Plate Recognition for Intelligent Transportation System Applications -- Introduction -- Proposed Framework -- Vehicle License Plate Recognition Module -- Color Segmentation -- Labeling and Filtering -- Correcting tilt -- Decomposing Candidate -- Recognizing LP Alphanumeric Characters -- Experimental Results and Conclusions -- References -- Intelligent Page Recommender Agents: Real-Time Content Delivery for Articles and Pages Related to Similar Topics -- Introduction -- Context -- Affiliation -- Limitations of Recommended Contents Sections -- Technology Developed Until Now -- General Architecture -- Modules -- Agent Interface -- Workflow -- Sample Implementation and Results -- Aim and Original Project -- Classifier Module -- Page Agent -- Conclusion -- References -- Meta-learning Based Optimization of Metabolic Pathway Data-Mining Inference System -- Introduction -- Bioinformatic Inference Systems -- Integration Framework Process -- Inference System Workflow -- Meta-learning Based Solution -- Training and Validation Data Definition -- Training Methods and Inference System Model -- Hypothesis -- Experiments and Results -- Neural Networks -- Meta-learning Algorithms -- Results -- Conclusions and Future Work -- References -- Section 3: Optimization, Scheduling, and Routing -- Multiple Pickup and Delivery TSP with LIFO and Distance Constraints: A VNS Approach -- Introduction -- Tree Representation of Feasible Solutions -- The VNS Solution Scheme
• Related Works -- Context Technologies -- Activity Recognition -- Outdoor Location -- Indoor Location -- People Detection -- Semantic Context Induction -- Architecture Layers -- Sensor Adaptation Module (SAM) -- Information Classification Module (ICM) -- Information Storage Module (ISM) -- System Security Layer (SSL) -- Share Information Module (SIM) -- Context Aware Service Module (CASM) -- Middleware -- Future Works -- Conclusions -- References -- A Simplified Human Cognitive Approach for Supporting Crowd Modeling in Tunnel Fires Emergency Simulation -- Introduction -- A Simulation Based Methodology: PECS Reference Models -- Modeling Human Perception and Judgment Using AHP -- Implementing a 2D Simulation Model: Methodology and Case Study -- Conclusions -- References -- Model Checking Epistemic and Probabilistic Properties of Multi-agent Systems -- Introduction -- Interpreted Systems for DTMC -- PCTLK Logic -- Syntax of PCTLK -- PCTLK Semantics -- PCTLK Model Checking -- Overview -- SAT-Based Model Checking -- Case Study -- Conclusion and Future Work -- References -- Modeling Users of Crisis Training Environments by Integrating Psychological and Physiological Data -- Introduction -- Pandora-Box: An Adaptable Tool for Crisis Training -- Collecting Relevant Data to Model Crisis Decision Makers -- Psychological Data Measurement: Self-Efficacy and Anxiety -- Physiological Data Acquisition: Stress and Anxiety -- A Timeline-Based Representation of Trainee Model -- Toward a Personalization of Training Programs -- Conclusions -- References -- Personality Estimation Based on Weblog Text Classification -- Introduction -- Egogram Model -- Personality Estimation Method -- Data Sets -- Classification -- Feature Selection -- Evaluation -- Word Class Dependency -- Estimation Evaluation -- Discussion -- Conclusion -- References
• Design of an Optimal Automation System: Finding a Balance between a Human's Task Engagement and Exhaustion -- Introduction -- Theoretical Background -- Agent Model for Human's Task Engagement and Exhaustion -- Model Components -- Formal Computational Model -- Simulations -- Support Framework -- Discussion -- References -- A Cognitive Agent Model Using Inverse Mirroring for False Attribution of Own Actions to Other Agents -- Introduction -- The Cognitive Agent Model for False Attribution of Actions -- Simulation Results -- Mathematical Analysis of the Model -- Discussion -- References -- Explaining Negotiation: Obtaining a Shared Mental Model of Preferences -- Introduction -- Bilateral Multi-issue Negotiation -- A Basic Negotiation Framework -- The Weaknesses of the Human Negotiator -- The Interaction between Human Negotiator and NSS: What to Share? -- Discrepancies between Mental Models -- Explanation Framework: Resolving Discrepancies -- Overall Utility Level -- Issue Utility Level -- Level of Issue Weights and Evaluation Functions -- Conclusion -- References -- A Computational Model of Habit Learning to Enable Ambient Support for Lifestyle Change -- Ambient Support for Lifestyle Change -- Background on Habit Learning -- The Computational Model for Habit Learning -- Simulation and Verification -- Habit Formation -- Influence of Long Term Goal on Behaviour -- The Effect of Goal Change -- Discussion and Conclusions -- References -- Section 2: Applications of Intelligent Systems -- An Intelligent Method to Extract Characters in Color Document with Highlight Regions -- Introduction -- Integrated Method for Extraction Characters -- Border Background Determination -- Regions Segmentation -- Regions Identification -- Characters Extraction from Highlight Region -- Experimental Results and Discussion -- Conclusions -- References
• Search Operators -- Dynamic Program for TSPPDL -- Computational Experiments -- Conclusions -- References -- Distributed Learning with Biogeography-Based Optimization -- Introduction -- Biogeography-Based Optimization (BBO) -- Centralized BBO -- Distributed BBO -- Benchmark Simulation Results -- Robot Optimization Using BBO and DBBO -- Robot Hardware -- PID Control -- Simulation -- Experimental Results -- Conclusion -- References -- Scheduling a Single Robot in a Job-Shop Environment through Precedence Constraint Posting -- Introduction -- Problem Formulation -- The Profile-Based Solution (Extended-ESTA) -- Adapting PCP to Our Robot Scheduling Problem -- Providing Better Solutions -- Preliminary Results Analysis -- Conclusions -- References -- An Intelligent Framework to Online Bin Packing in a Just-In-Time Environment -- Introduction -- Intelligence Framework -- Model and General Paradigm of ABS -- Dynamic Operation Model -- Mathematical Support -- Computational Results -- Conclusion -- References -- A Greedy Heuristic for Airline Crew Rostering: Unique Challenges in a Large Airline in China -- Introduction -- Problem Description -- A Greedy Algorithm -- Basic Idea -- Implementation Considerations -- Handling Complications in Practice -- Numerical Results -- Conclusion -- References -- Optimal Algorithms for Two-Dimensional Box Placement Problems -- Introduction -- Problem Description -- Transformation to Minimum Depth Problem -- The First Position Variant (P2) -- The All Normal Positions Variant (P3) -- Conclusion -- References -- An Algorithm for the Freight Allocation Problem with All-Units Quantity-Based Discount -- Introduction -- Problem Formulation -- Solution Procedure -- Computational Experiments -- Test Instance Generation -- Experimental Results -- Conclusion -- References