دانلود کتاب 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

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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