Ebook: Trends in Applied Intelligent Systems: 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part III
- Tags: Artificial Intelligence (incl. Robotics), Information Systems Applications (incl.Internet), Computation by Abstract Devices, Information Storage and Retrieval, Database Management, Algorithm Analysis and Problem Complexity
- Series: Lecture Notes in Computer Science 6098
- Year: 2010
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
The three volume set LNAI 6096, LNAI 6097, and LNAI 6098 constitutes the thoroughly refereed conference proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligend Systems, IEA/AIE 2010, held in Cordoba, Spain, in June 2010. The total of 119 papers selected for the proceedings were carefully reviewed and selected from 297 submissions.
The three volume set LNAI 6096, LNAI 6097, and LNAI 6098 constitutes the thoroughly refereed conference proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligend Systems, IEA/AIE 2010, held in Cordoba, Spain, in June 2010. The total of 119 papers selected for the proceedings were carefully reviewed and selected from 297 submissions.
Content:
Front Matter....Pages -
Generalized Logistic Regression Models Using Neural Network Basis Functions Applied to the Detection of Banking Crises....Pages 1-10
Design and Evaluation of Neural Networks for an Embedded Application....Pages 11-20
Component Stress Evaluation in an Electrical Power Distribution System Using Neural Networks....Pages 21-30
Combining Adaptive with Artificial Intelligence and Nonlinear Methods for Fault Tolerant Control....Pages 31-41
Recognition and Generation of Sentences through Self-organizing Linguistic Hierarchy Using MTRNN....Pages 42-51
Neural Dynamic Matrix Control Algorithm with Disturbance Compensation....Pages 52-61
The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection....Pages 62-71
Intelligent Network Management for Healthcare Monitoring....Pages 72-81
S.cerevisiae Complex Function Prediction with Modular Multi-Relational Framework....Pages 82-91
Data Integration and Knowledge Discovery in Life Sciences....Pages 92-101
Computer Assisted Identification, Segmentation and Quantification of Synapses in the Cerebral Cortex....Pages 102-111
Association Rules to Identify Receptor and Ligand Structures through Named Entities Recognition....Pages 112-118
A Model for Generating Synthetic Dendrites of Cortical Neurons....Pages 119-128
A New Incremental Growing Neural Gas Algorithm Based on Clusters Labeling Maximization: Application to Clustering of Heterogeneous Textual Data....Pages 129-138
Synergies between Network-Based Representation and Probabilistic Graphical Models for Classification, Inference and Optimization Problems in Neuroscience....Pages 139-148
Modeling Short-Time Parsing of Speech Features in Neocortical Structures....Pages 149-158
Optimizing the Number of Airfoils in Turbine Design Using Genetic Algorithms....Pages 159-168
Branch and Bound Algorithm for a Single Vehicle Routing Problem with Toll-by-Weight Scheme....Pages 169-178
Near Optimal Secret Sharing for Information Leakage Maximization....Pages 179-188
Solving Non-Stationary Bandit Problems by Random Sampling from Sibling Kalman Filters....Pages 189-198
A Learning Automata Based Solution to Service Selection in Stochastic Environments....Pages 199-208
AC2001-OP: An Arc-Consistency Algorithm for Constraint Satisfaction Problems....Pages 209-218
NFC Solution for the Development of Smart Scenarios Supporting Tourism Applications and Surfing in Urban Environments....Pages 219-228
Communication Support Visual Interface for Collaborative Learning....Pages 229-238
Violin Fingering Estimation Based on Violin Pedagogical Fingering Model Constrained by Bowed Sequence Estimation from Audio Input....Pages 239-248
Intelligent Processing of K-Nearest Neighbors Queries Using Mobile Data Collectors in a Location Aware 3D Wireless Sensor Network....Pages 249-259
An Intelligent Interface with Composite Dominant Directed Graph Based Petri Nets Controller for Rotatable Solar Panel in Integrated PHEV System....Pages 260-270
An Autonomous Fault Tolerant System for CAN Communications....Pages 271-280
A DICOM Viewer with Capability for Flexible Retrieval of Medical Images from Fuzzy Databases....Pages 281-290
License Plate Detection Based on Genetic Neural Networks, Morphology, and Active Contours....Pages 291-300
System for Supporting Web-based Public Debate Using Transcripts of Face-to-Face Meeting....Pages 301-310
Psychophysical Evaluation for a Qualitative Semantic Image Categorisation and Retrieval Approach....Pages 311-320
Features Extraction and Classification of Cartridge Images for Ballistics Identification....Pages 321-330
A-IFSs Entropy Based Image Multi-thresholding....Pages 331-340
Method for Polygonal Approximation through Dominant Points Deletion....Pages 341-349
An Integrated Formulation of Zernike Representation in Character Images....Pages 350-358
Aggregation of Color Information in Stereo Matching Problem: A Comparison Study....Pages 359-368
Fast HDR Image Generation Technique Based on Exposure Blending....Pages 369-378
Parallelizing and Optimizing LIP-Canny Using NVIDIA CUDA....Pages 379-388
Some Averaging Functions in Image Reduction....Pages 389-398
A Method for Weighting Multi-valued Features in Content-Based Filtering....Pages 399-408
Virtual Doctor System (VDS): Medical Decision Reasoning Based on Physical and Mental Ontologies....Pages 409-418
A Model for Generating Related Weighted Boolean Queries....Pages 419-428
Web Usage Mining for Improving Students Performance in Learning Management Systems....Pages 429-438
Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation....Pages 439-449
Enhancing Context Sensitivity of Geo Web Resources Discovery by Means of Fuzzy Cognitive Maps....Pages 450-459
Finding an Evolutionarily Stable Strategy in Agent Reputation and Trust (ART) 2007 Competition....Pages 460-469
A Proposal for News Recommendation Based on Clustering Techniques....Pages 470-477
Analysis and Evaluation of Techniques for the Extraction of Classes in the Ontology Learning Process....Pages 478-487
Air Traffic Control: A Local Approach to the Trajectory Segmentation Issue....Pages 488-497
People Following Behaviour in an Industrial Enviroment Using Laser and Stereo Camera....Pages 498-507
A Type-2 Fuzzy Wavelet Neural Network for Time Series Prediction....Pages 508-517
Pruning the Search Space for the Snake-in-the-Box Problem....Pages 518-527
Percolating Swarm Dynamics....Pages 528-537
Using MOGA to Order Batches in a Real World Pipeline Network....Pages 538-545
Temporal Bounded Planner Agent for Dynamic Industrial Environments....Pages 546-555
Soft Computing, Genetic Algorithms and Engineering Problems: An Example of Application to Minimize a Cantilever Wall Cost....Pages 556-565
An Experimental Study of an Evolutionary Tool for Scheduling in Oil Wells....Pages 566-575
Tackling Trust Issues in Virtual Organization Load Balancing....Pages 576-585
An Intelligent Memory Model for Short-Term Prediction: An Application to Global Solar Radiation Data....Pages 586-595
Binding Machine Learning Models and OPC Technology for Evaluating Solar Energy Systems....Pages 596-605
Processing of Crisp and Fuzzy Measures in the Fuzzy Data Warehouse for Global Natural Resources....Pages 606-615
Stochastic Chaotic Simulated Annealing Using Neural Network for Minimizing Interference in Mobile Hierarchical Ad Hoc and Sensor Networks....Pages 616-625
Modelling of Heat Flux in Building Using Soft-Computing Techniques....Pages 626-635
Hybrid Pareto Differential Evolutionary Artificial Neural Networks to Determined Growth Multi-classes in Predictive Microbiology....Pages 636-645
A Multiobjective GRASP for the 1/3 Variant of the Time and Space Assembly Line Balancing Problem....Pages 646-655
Back Matter....Pages 656-665
....Pages -
The three volume set LNAI 6096, LNAI 6097, and LNAI 6098 constitutes the thoroughly refereed conference proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligend Systems, IEA/AIE 2010, held in Cordoba, Spain, in June 2010. The total of 119 papers selected for the proceedings were carefully reviewed and selected from 297 submissions.
Content:
Front Matter....Pages -
Generalized Logistic Regression Models Using Neural Network Basis Functions Applied to the Detection of Banking Crises....Pages 1-10
Design and Evaluation of Neural Networks for an Embedded Application....Pages 11-20
Component Stress Evaluation in an Electrical Power Distribution System Using Neural Networks....Pages 21-30
Combining Adaptive with Artificial Intelligence and Nonlinear Methods for Fault Tolerant Control....Pages 31-41
Recognition and Generation of Sentences through Self-organizing Linguistic Hierarchy Using MTRNN....Pages 42-51
Neural Dynamic Matrix Control Algorithm with Disturbance Compensation....Pages 52-61
The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection....Pages 62-71
Intelligent Network Management for Healthcare Monitoring....Pages 72-81
S.cerevisiae Complex Function Prediction with Modular Multi-Relational Framework....Pages 82-91
Data Integration and Knowledge Discovery in Life Sciences....Pages 92-101
Computer Assisted Identification, Segmentation and Quantification of Synapses in the Cerebral Cortex....Pages 102-111
Association Rules to Identify Receptor and Ligand Structures through Named Entities Recognition....Pages 112-118
A Model for Generating Synthetic Dendrites of Cortical Neurons....Pages 119-128
A New Incremental Growing Neural Gas Algorithm Based on Clusters Labeling Maximization: Application to Clustering of Heterogeneous Textual Data....Pages 129-138
Synergies between Network-Based Representation and Probabilistic Graphical Models for Classification, Inference and Optimization Problems in Neuroscience....Pages 139-148
Modeling Short-Time Parsing of Speech Features in Neocortical Structures....Pages 149-158
Optimizing the Number of Airfoils in Turbine Design Using Genetic Algorithms....Pages 159-168
Branch and Bound Algorithm for a Single Vehicle Routing Problem with Toll-by-Weight Scheme....Pages 169-178
Near Optimal Secret Sharing for Information Leakage Maximization....Pages 179-188
Solving Non-Stationary Bandit Problems by Random Sampling from Sibling Kalman Filters....Pages 189-198
A Learning Automata Based Solution to Service Selection in Stochastic Environments....Pages 199-208
AC2001-OP: An Arc-Consistency Algorithm for Constraint Satisfaction Problems....Pages 209-218
NFC Solution for the Development of Smart Scenarios Supporting Tourism Applications and Surfing in Urban Environments....Pages 219-228
Communication Support Visual Interface for Collaborative Learning....Pages 229-238
Violin Fingering Estimation Based on Violin Pedagogical Fingering Model Constrained by Bowed Sequence Estimation from Audio Input....Pages 239-248
Intelligent Processing of K-Nearest Neighbors Queries Using Mobile Data Collectors in a Location Aware 3D Wireless Sensor Network....Pages 249-259
An Intelligent Interface with Composite Dominant Directed Graph Based Petri Nets Controller for Rotatable Solar Panel in Integrated PHEV System....Pages 260-270
An Autonomous Fault Tolerant System for CAN Communications....Pages 271-280
A DICOM Viewer with Capability for Flexible Retrieval of Medical Images from Fuzzy Databases....Pages 281-290
License Plate Detection Based on Genetic Neural Networks, Morphology, and Active Contours....Pages 291-300
System for Supporting Web-based Public Debate Using Transcripts of Face-to-Face Meeting....Pages 301-310
Psychophysical Evaluation for a Qualitative Semantic Image Categorisation and Retrieval Approach....Pages 311-320
Features Extraction and Classification of Cartridge Images for Ballistics Identification....Pages 321-330
A-IFSs Entropy Based Image Multi-thresholding....Pages 331-340
Method for Polygonal Approximation through Dominant Points Deletion....Pages 341-349
An Integrated Formulation of Zernike Representation in Character Images....Pages 350-358
Aggregation of Color Information in Stereo Matching Problem: A Comparison Study....Pages 359-368
Fast HDR Image Generation Technique Based on Exposure Blending....Pages 369-378
Parallelizing and Optimizing LIP-Canny Using NVIDIA CUDA....Pages 379-388
Some Averaging Functions in Image Reduction....Pages 389-398
A Method for Weighting Multi-valued Features in Content-Based Filtering....Pages 399-408
Virtual Doctor System (VDS): Medical Decision Reasoning Based on Physical and Mental Ontologies....Pages 409-418
A Model for Generating Related Weighted Boolean Queries....Pages 419-428
Web Usage Mining for Improving Students Performance in Learning Management Systems....Pages 429-438
Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation....Pages 439-449
Enhancing Context Sensitivity of Geo Web Resources Discovery by Means of Fuzzy Cognitive Maps....Pages 450-459
Finding an Evolutionarily Stable Strategy in Agent Reputation and Trust (ART) 2007 Competition....Pages 460-469
A Proposal for News Recommendation Based on Clustering Techniques....Pages 470-477
Analysis and Evaluation of Techniques for the Extraction of Classes in the Ontology Learning Process....Pages 478-487
Air Traffic Control: A Local Approach to the Trajectory Segmentation Issue....Pages 488-497
People Following Behaviour in an Industrial Enviroment Using Laser and Stereo Camera....Pages 498-507
A Type-2 Fuzzy Wavelet Neural Network for Time Series Prediction....Pages 508-517
Pruning the Search Space for the Snake-in-the-Box Problem....Pages 518-527
Percolating Swarm Dynamics....Pages 528-537
Using MOGA to Order Batches in a Real World Pipeline Network....Pages 538-545
Temporal Bounded Planner Agent for Dynamic Industrial Environments....Pages 546-555
Soft Computing, Genetic Algorithms and Engineering Problems: An Example of Application to Minimize a Cantilever Wall Cost....Pages 556-565
An Experimental Study of an Evolutionary Tool for Scheduling in Oil Wells....Pages 566-575
Tackling Trust Issues in Virtual Organization Load Balancing....Pages 576-585
An Intelligent Memory Model for Short-Term Prediction: An Application to Global Solar Radiation Data....Pages 586-595
Binding Machine Learning Models and OPC Technology for Evaluating Solar Energy Systems....Pages 596-605
Processing of Crisp and Fuzzy Measures in the Fuzzy Data Warehouse for Global Natural Resources....Pages 606-615
Stochastic Chaotic Simulated Annealing Using Neural Network for Minimizing Interference in Mobile Hierarchical Ad Hoc and Sensor Networks....Pages 616-625
Modelling of Heat Flux in Building Using Soft-Computing Techniques....Pages 626-635
Hybrid Pareto Differential Evolutionary Artificial Neural Networks to Determined Growth Multi-classes in Predictive Microbiology....Pages 636-645
A Multiobjective GRASP for the 1/3 Variant of the Time and Space Assembly Line Balancing Problem....Pages 646-655
Back Matter....Pages 656-665
....Pages -
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