Catalogue

COVID-19: Updates on library services and operations.

Modern approaches in applied intelligence [electronic resource] : 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 /
Kishan G. Mehrotra, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Moonis Ali (eds.).
imprint
Heidelberg : Springer, [2011]
description
2 volumes : illustrations ; 24 cm.
ISBN
9783642218217
format(s)
Book
A Look Inside
Summaries
Back Cover Copy
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.
Back Cover Copy
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.
Main Description
The LNAI series reports state-of-the-art results in artificial intelligence research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R & D community, with numerous individuals, as well as with prestigious organizations and societies, LNAI has grown into the most comprehensive artificial intelligence research forum available.
Main Description
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 Similarityp. 1
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosisp. 10
Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Studyp. 19
Bayesian and Probabilistic Networks
Fault Diagnosis in Power Networks with Hybrid Bayesian Networks and Waveletsp. 29
Learning Temporal Bayesian Networks for Power Plant Diagnosisp. 39
On the Fusion of Probabilistic Networksp. 49
Methodologies
Basic Object Oriented Genetic Programmingp. 59
Inferring Border Crossing Intentions with Hidden Markov Modelsp. 69
A Framework for Autonomous Search in the Eclipsee Solverp. 79
Multimodal Representations, Indexing, Unexpectedness and Proteinsp. 85
A Generic Approach for Mining Indirect Association Rules in Data Streamsp. 95
Status Quo Bias in Configuration Systemsp. 105
Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Differencep. 115
Network Defense Strategies for Maximization of Network Survivabilityp. 125
PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environmentp. 135
Feature Extraction, Discretization, Clustering, Quantization, and Data Refinement
A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficientp. 146
A Heuristic Data-Sanitization Approach Based on TF-IDFp. 156
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheelsp. 165
Applications of Artificial Intelligence
Automating the Selection of Stories for AI in the Newsp. 176
Diagnosability Study of Technological Systemsp. 186
Using Ensembles of Regression Trees to Monitor Lubricating Oil Qualityp. 199
Image Processing and Other Applications
Image Region Segmentation Based on Color Coherence Quantizationp. 207
Image Retrieval Algorithm Based on Enhanced Relational Graphp. 220
Prediction-Oriented Dimensionality Reduction of Industrial Data Setsp. 232
Informative Sentence Retrieval for Domain Specific Terminologiesp. 242
Intelligent Techniques for Document Processing
Factoring Web Tablesp. 253
Document Analysis Research in the Year 2021p. 264
Markov Logic Networks for Document Layout Correctionp. 275
Extracting General Lists from Web Documents: A Hybrid Approachp. 285
Modeling and Support of Cognitive and Affective Human Processes
Towards a Computational Model of the Self-attribution of Agencyp. 295
An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disordersp. 306
Multi-modal Biometric Emotion Recognition Using Classifier Ensemblesp. 317
Towards a Fully Computational Model of Web-Navigationp. 327
Robotics and Navigation
Stairway Detection Based on Single Camerap. 338
Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structuresp. 348
Author Indexp. 359
Table of Contents provided by Ingram. All Rights Reserved.

This information is provided by a service that aggregates data from review sources and other sources that are often consulted by libraries, and readers. The University does not edit this information and merely includes it as a convenience for users. It does not warrant that reviews are accurate. As with any review users should approach reviews critically and where deemed necessary should consult multiple review sources. Any concerns or questions about particular reviews should be directed to the reviewer and/or publisher.

  link to old catalogue

Report a problem