Current Approaches in Applied Artificial Intelligence : 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Seoul, South Korea, June 10-12, 2015, Proceedings

This book constitutes the refereed conference proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, held in Seoul, South Korea, in June 2015. The 73 revised full papers presented were carefully reviewed and selected from 105 submissions. The papers cover a wide range of topics in applied artificial intelligence including reasoning, robotics, cognitive modeling, machine learning, pattern recognition, optimization, text mining, social network analysis, and evolutionary algorithms. They are organized in the following topical sections: theoretical AI, knowledge-based systems, optimization, Web and social networks, machine learning, classification, unsupervised learning, vision, image and text processing, and intelligent systems applications. Front Matter....Pages I-XVII Front Matter....Pages 1-1 Uncertainty Management in Multi-leveled Risk Assessment: Context of IMS-QSE....Pages 3-12 Implementation of Theorem Prover of Relevant Logic....Pages 13-22 Finding Longest Paths in Hypercubes: 11 New Lower Bounds for Snakes, Coils, and Symmetrical Coils....Pages 23-32 Novel AI Strategies for Multi-Player Games at Intermediate Board States....Pages 33-42 AIs for Dominion Using Monte-Carlo Tree Search....Pages 43-52 Evolutionary Dynamic Scripting: Adaptation of Expert Rule Bases for Serious Games....Pages 53-62 Particle Filter-Based Model Fusion for Prognostics....Pages 63-73 Fuzzy Q-Learning Approach to QoS Provisioning in Two-Tier Cognitive Femtocell Networks ....Pages 74-83 A Neurologically Inspired Model of the Dynamics of Situation Awareness Under Biased Perception....Pages 84-94 Front Matter....Pages 95-95 A Real-Time Monitoring Framework for Online Auctions Frauds....Pages 97-108 Reasoning About the State Change of Authorization Policies....Pages 109-119 Integration of Disease Entries Across OMIM, Orphanet, and a Proprietary Knowledge Base....Pages 120-130 Sheet2RDF: a Flexible and Dynamic Spreadsheet Import&Lifting Framework for RDF....Pages 131-140 An Approach to Dominant Resource Fairness in Distributed Environment....Pages 141-150 Mining SQL Queries to Detect Anomalous Database Access using Random Forest and PCA....Pages 151-160 Synthetic Evidential Study for Deepening Inside Their Heart....Pages 161-170 Multi-Criteria Decision Aid and Artificial Intelligence for Competitive Intelligence....Pages 171-178 Ontology-Based Fuzzy-Syllogistic Reasoning....Pages 179-188 Front Matter....Pages 189-189 Stability in Biomarker Discovery: Does Ensemble Feature Selection Really Help?....Pages 191-200 Integrating TCP-Nets and CSPs: The Constrained TCP-Net (CTCP-Net) Model....Pages 201-211 Front Matter....Pages 189-189 Multiobjective Optimization for the Stochastic Physical Search Problem....Pages 212-221 Towards Multilevel Ant Colony Optimisation for the Euclidean Symmetric Traveling Salesman Problem....Pages 222-231 On the Relationships Between Sub Problems in the Hierarchical Optimization Framework....Pages 232-241 Decomposability Conditions of Combinatorial Optimization Problems....Pages 242-251 Learning Low Cost Multi-target Models by Enforcing Sparsity....Pages 252-261 Interactive Interface to Optimize Sound Source Localization with HARK....Pages 262-271 Front Matter....Pages 273-273 Retrieval of Highly Related Biomedical References by Key Passages of Citations....Pages 275-284 Summarization of Documents by Finding Key Sentences Based on Social Network Analysis....Pages 285-292 Dynamic Facet Hierarchy Constructing for Browsing Web Search Results Efficiently....Pages 293-304 Filtering Reviews by Random Individual Error....Pages 305-315 Building Browser Extension to Develop Website Personalization Based on Adaptive Hypermedia System....Pages 316-325 Discovering Potential Victims Within Enterprise Network via Link Analysis Method....Pages 326-335 A Simple and Efficient Algorithm for Lexicon Generation Inspired by Structural Balance Theory....Pages 336-347 Front Matter....Pages 349-349 Heuristic Pretraining for Topic Models....Pages 351-360 Fast Online Learning to Recommend a Diverse Set from Big Data....Pages 361-370 Learning from Demonstration Using Variational Bayesian Inference....Pages 371-381 Modeling Snow Dynamics Using a Bayesian Network....Pages 382-393 Evaluation of the Rate Constants of Reactions of Phenyl Radicals with Hydrocarbons with the Use of Artificial Neural Network....Pages 394-403 Predicting SET50 Index Trend Using Artificial Neural Network and Support Vector Machine....Pages 404-414 Mobile Application Recommendations Based on Complex Information....Pages 415-424 Front Matter....Pages 349-349 The Regulation of Steam Pressure in A Drum Boiler by Neural Network and System Identification Technique....Pages 425-434 Pattern Recognition using the TTOCONROT....Pages 435-444 Front Matter....Pages 445-445 Approximate is Enough: Distance-Based Validation for Geospatial Classification....Pages 447-456 Efficient Classification of Binary Data Stream with Concept Drifting Using Conjunction Rule Based Boolean Classifier....Pages 457-467 Semi-supervised SVM-based Feature Selection for Cancer Classification using Microarray Gene Expression Data....Pages 468-477 Opponent Classification in Robot Soccer....Pages 478-487 Improving Document Classification Using Fine-Grained Weights....Pages 488-492 Diagnosis of Epilepsy in Patients Based on the Classification of EEG Signals Using Fast Fourier Transform....Pages 493-500 Front Matter....Pages 501-501 A New Similarity Measure by Combining Formal Concept Analysis and Clustering for Case-Based Reasoning....Pages 503-513 Ensemble Algorithms for Unsupervised Anomaly Detection....Pages 514-525 Comparison of Adjusted Methods for Selecting Useful Unlabeled Data for Semi-Supervised Learning Algorithms....Pages 526-535 A Novel Clustering Algorithm Based on a Non-parametric “Anti-Bayesian” Paradigm....Pages 536-545 Front Matter....Pages 547-547 Research on an Intelligent Liquid Lamp Inspector Based on Machine Vision....Pages 549-558 Event Extraction for Gene Regulation Network Using Syntactic and Semantic Approaches....Pages 559-570 Video Stitching System of Heterogeneous Car Video Recorders....Pages 571-580 A Self-adaptive Genetic Algorithm for the Word Sense Disambiguation Problem....Pages 581-590 Improving Noisy T1-Weighted MRI Spatial Fuzzy Segmentation Based on a Hybrid of Stationary Wavelet Thresholding and Filtering Preprocess....Pages 591-600 Smoke Detection for Autonomous Vehicles using Laser Range Finder and Camera....Pages 601-610 Tracking Failure Detection using Time Reverse Distance Error for Human Tracking....Pages 611-620 Front Matter....Pages 621-621 Optimization of Trading Rules for the Spanish Stock Market by Genetic Programming....Pages 623-634 Front Matter....Pages 621-621 Meta-Diagnosis for a Special Class of Cyber-Physical Systems: The Avionics Test Benches....Pages 635-644 Finding Similar Time Series in Sales Transaction Data....Pages 645-654 Prediction of Package Chip Quality Using Fail Bit Count Data of the Probe Test....Pages 655-664 Scene Understanding Based on Sound and Text Information for a Cooking Support Robot....Pages 665-674 A Practical Approach to the Shopping Path Clustering....Pages 675-682 iDianNao: Recommending Volunteer Opportunities to Older Adults....Pages 683-691 Particle Filter-Based Approach to Estimate Remaining Useful Life for Predictive Maintenance....Pages 692-701 Combining Constrained CP-Nets and Quantitative Preferences for Online Shopping....Pages 702-711 Focused Diagnosis for Failing Software Tests....Pages 712-721 Smart Home Energy Conservation Based on Context Awareness Technology....Pages 722-731 Logic Simulation with Jess for a Car Maintenance E-Training System....Pages 732-741 Dynamic Scoring-Based Sequence Alignment for Process Diagnostics....Pages 742-752 Back Matter....Pages 753-755