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 I

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 - Classification Model for Data Streams Based on Similarity....Pages 1-9 Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis....Pages 10-18 Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Study....Pages 19-28 Fault Diagnosis in Power Networks with Hybrid Bayesian Networks and Wavelets....Pages 29-38 Learning Temporal Bayesian Networks for Power Plant Diagnosis....Pages 39-48 On the Fusion of Probabilistic Networks....Pages 49-58 Basic Object Oriented Genetic Programming....Pages 59-68 Inferring Border Crossing Intentions with Hidden Markov Models....Pages 69-78 A Framework for Autonomous Search in the Ecl i ps e Solver....Pages 79-84 Multimodal Representations, Indexing, Unexpectedness and Proteins....Pages 85-94 A Generic Approach for Mining Indirect Association Rules in Data Streams....Pages 95-104 Status Quo Bias in Configuration Systems....Pages 105-114 Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Difference....Pages 115-124 Network Defense Strategies for Maximization of Network Survivability....Pages 125-134 PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environment....Pages 135-145 A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficient....Pages 146-155 A Heuristic Data-Sanitization Approach Based on TF-IDF....Pages 156-164 Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels....Pages 165-175 Automating the Selection of Storiesfor AI in the News ....Pages 176-185 Diagnosability Study of Technological Systems....Pages 186-198 Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality....Pages 199-206 Image Region Segmentation Based on Color Coherence Quantization....Pages 207-219 Image Retrieval Algorithm Based on Enhanced Relational Graph....Pages 220-231 Prediction-Oriented Dimensionality Reduction of Industrial Data Sets....Pages 232-241 Informative Sentence Retrieval for Domain Specific Terminologies....Pages 242-252 Factoring Web Tables....Pages 253-263 Document Analysis Research in the Year 2021....Pages 264-274 Markov Logic Networks for Document Layout Correction....Pages 275-284 Extracting General Lists from Web Documents: A Hybrid Approach....Pages 285-294 Towards a Computational Model of the Self-attribution of Agency....Pages 295-305 An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disorders....Pages 306-316 Multi-modal Biometric Emotion Recognition Using Classifier Ensembles....Pages 317-326 Towards a Fully Computational Model of Web-Navigation....Pages 327-337 Stairway Detection Based on Single Camera by Motion Stereo....Pages 338-347 Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structures....Pages 348-358 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