Modern advances in applied intelligence : 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014, Kaohsiung, Taiwan, June 3-6, 2014 : proceedings. Part I

The two volume set LNAI 8481 and 8482 constitutes the refereed conference proceedings of the 27th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014, held in Kaohsiung, Taiwan, in June 2014. The total of 106 papers selected for the proceedings were carefully reviewed and selected from various submissions. The papers deal with a wide range of topics from applications of applied intelligent systems to solve real-life problems in all areas including engineering, science, industry, automation and robotics, business and finance, medicine and biomedicine, bioinformatics, cyberspace and human-machine interaction. Front Matter....Pages - Multi-agent Learning for Winner Determination in Combinatorial Auctions....Pages 1-10 Agent-Based Modeling of Farming Behavior: A Case Study for Milk Quota Abolishment....Pages 11-20 Multi-robot Cooperative Pathfinding: A Decentralized Approach....Pages 21-31 Scheduling Patients in Hospitals Based on Multi-agent Systems....Pages 32-42 Optimal Preference Clustering Technique for Scalable Multiagent Negotiation(Short Paper)....Pages 43-48 Using Common Sense Invariants in Belief Management for Autonomous Agents....Pages 49-59 Driving Behavior Analysis of Multiple Information Fusion Based on SVM....Pages 60-69 Constructing Support Vector Machines Ensemble Classification Method for Imbalanced Datasets Based on Fuzzy Integral....Pages 70-76 Distortion-Based Heuristic Sensitive Rule Hiding Method – The Greedy Way....Pages 77-86 Parallelized Bat Algorithm with a Communication Strategy....Pages 87-95 Compact Artificial Bee Colony....Pages 96-105 A Genertic Algorithm Application on Wireless Sensor Networks....Pages 106-117 A New Fuzzy Support Vector Data Description Machine....Pages 118-127 Answer Set Programs with One Incremental Variable....Pages 128-137 Programmable Managing of Workflows in Development of Software-Intensive Systems....Pages 138-147 An Answer Validation Concept Based Approach for Question Answering in Biomedical Domain....Pages 148-159 Implementation of Question Answering System Based on Reference-Based Ranking Algorithm....Pages 160-169 An Optimized Approach Based on Neural Network and Control Theory to Estimate Hydro-geological Parameters....Pages 170-177 Heuristic Search for Scheduling Flexible Manufacturing Systems Using Multiple Heuristic Functions....Pages 178-187 Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems....Pages 188-197 Particle Filter-Based Method for Prognostics with Application to Auxiliary Power Unit....Pages 198-207 A Branch-and-Bound Algorithm for the Talent Scheduling Problem....Pages 208-217 An Improved Multi-Gene Genetic Programming Approach for the Evolution of Generalized Model in Modelling of Rapid Prototyping Process....Pages 218-226 Optimization of Temperature Precision for Double-Shell Oven by Lean Six Sigma Method....Pages 227-235 A Novel Watermarked Multiple Description Scalar Quantization Coding Framework....Pages 236-245 Genetic Generalized Discriminant Analysis and Its Applications....Pages 246-255 Assessing the Availability of Information Transmission in Online Social Networks....Pages 256-262 Feature Curve Metric for Image Classification....Pages 263-272 Multiscale Slant Discriminant Analysis for Classification....Pages 273-281 A Novel Feature Extraction Algorithm in Shearlets Domain....Pages 282-289 Prediction of Team Performance and Members’ Interaction: A Study Using Neural Network....Pages 290-300 A Modified Maintenance Algorithm for Updating FUSP Tree in Dynamic Database....Pages 301-310 A New Method for Group Decision Making Using Group Recommendations Based on Interval Fuzzy Preference Relations and Consistency Matrices....Pages 311-320 Using Red-Otsu Thresholding to Detect the Bus Routes Number for Helping Blinds to Take Bus....Pages 321-330 Stock Portfolio Construction Using Evolved Bat Algorithm....Pages 331-338 Semantic Frame-Based Natural Language Understanding for Intelligent Topic Detection Agent....Pages 339-348 Turbo Machinery Failure Prognostics....Pages 349-358 Extremely Fast Unsupervised Codebook Learning for Landmark Recognition....Pages 359-368 A New Rough Set Based Classification Rule Generation Algorithm(RGA)....Pages 369-378 Using the Theory of Regular Functions to Formally Prove the ε -Optimality of Discretized Pursuit Learning Algorithms....Pages 379-388 Q-Learning Algorithm Used by Secondary Users for QoS Support in Cognitive Radio Networks....Pages 389-398 An Adaptive Questionnaire for Automatic Identification of Learning Styles....Pages 399-409 Automatic Database Monitoring for Process Control Systems....Pages 410-419 Fuzzy Logic Guidance Control Systems for Autonomous Navigation Based on Omnidirectional Sensing....Pages 420-429 Production Planning and Inventory Control in Automotive Supply Chain Networks....Pages 430-439 Dynamic Scripting with Team Coordination in Air Combat Simulation....Pages 440-449 Proposal of Design Process of Customizable Virtual Working Spaces....Pages 450-459 Develop and Evaluate the Mobile-Based Self-Management Application for Tele-Healthcare Service....Pages 460-469 Multiobjective Optimization of Microchannels with Experimental Convective Heat Transfer Coefficient of Liquid Ammonia....Pages 470-478 Multi-objective Dual-Sale Channel Supply Chain Network Design Based on NSGA-II....Pages 479-489 A Multimodal Approach to Exploit Similarity in Documents....Pages 490-499 Deal with Linguistic Multi-Criteria Decision Making Problem Based on Sequential Multi-person Game Methodology....Pages 500-510 An Evolutionary-Based Optimization for a Multi-Objective Blood Banking Supply Chain Model....Pages 511-520 Back Matter....Pages -