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

by Mehrotra, Kishan G.; Mohan, Chilukuri Krishna; Oh, Jae C.; Varshney, Pramod K.; Ali, Moonis

• ISBN13: 9783642218217
• ISBN10: 3642218210
• Format: Paperback
• Copyright: 2011-08-03
• Publisher: Springer-Verlag New York Inc

Summary

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.

Table of Contents

Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information
Classification Model for Data Streams Based on Similarity	p. 1
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis	p. 10
Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Study	p. 19
Bayesian and Probabilistic Networks
Fault Diagnosis in Power Networks with Hybrid Bayesian Networks and Wavelets	p. 29
Learning Temporal Bayesian Networks for Power Plant Diagnosis	p. 39
On the Fusion of Probabilistic Networks	p. 49
Methodologies
Basic Object Oriented Genetic Programming	p. 59
Inferring Border Crossing Intentions with Hidden Markov Models	p. 69
A Framework for Autonomous Search in the Eclipsee Solver	p. 79
Multimodal Representations, Indexing, Unexpectedness and Proteins	p. 85
A Generic Approach for Mining Indirect Association Rules in Data Streams	p. 95
Status Quo Bias in Configuration Systems	p. 105
Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Difference	p. 115
Network Defense Strategies for Maximization of Network Survivability	p. 125
PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environment	p. 135
Feature Extraction, Discretization, Clustering, Quantization, and Data Refinement
A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficient	p. 146
A Heuristic Data-Sanitization Approach Based on TF-IDF	p. 156
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels	p. 165
Applications of Artificial Intelligence
Automating the Selection of Stories for AI in the News	p. 176
Diagnosability Study of Technological Systems	p. 186
Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality	p. 199
Image Processing and Other Applications
Image Region Segmentation Based on Color Coherence Quantization	p. 207
Image Retrieval Algorithm Based on Enhanced Relational Graph	p. 220
Prediction-Oriented Dimensionality Reduction of Industrial Data Sets	p. 232
Informative Sentence Retrieval for Domain Specific Terminologies	p. 242
Intelligent Techniques for Document Processing
Factoring Web Tables	p. 253
Document Analysis Research in the Year 2021	p. 264
Markov Logic Networks for Document Layout Correction	p. 275
Extracting General Lists from Web Documents: A Hybrid Approach	p. 285
Modeling and Support of Cognitive and Affective Human Processes
Towards a Computational Model of the Self-attribution of Agency	p. 295
An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disorders	p. 306
Multi-modal Biometric Emotion Recognition Using Classifier Ensembles	p. 317
Towards a Fully Computational Model of Web-Navigation	p. 327
Robotics and Navigation
Stairway Detection Based on Single Camera	p. 338
Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structures	p. 348
Author Index	p. 359
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