This book constitutes the refereed proceedings of the 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, held in Salamanca, Spain in June 2009.
The 167 revised full papers presented together with 3 invited lectures were carefully reviewed and selected from over 230 submissions. The papers are organized in thematic sections on theoretical foundations and models; learning and adaptation; self-organizing networks, methods and applications; fuzzy systems; evolutionary computation and genetic algoritms; pattern recognition; formal languages in linguistics; agents and multi-agent on intelligent systems; brain-computer interfaces (bci); multiobjetive optimization; robotics; bioinformatics; biomedical applications; ambient assisted living (aal) and ambient intelligence (ai); other applications.
Author(s): Sigeru Omatu (auth.), Sigeru Omatu, Miguel P. Rocha, José Bravo, Florentino Fernández, Emilio Corchado, Andrés Bustillo, Juan M. Corchado (eds.)
Series: Lecture Notes in Computer Science 5518 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 1305
Tags: Computational Biology/Bioinformatics; Pattern Recognition; Artificial Intelligence (incl. Robotics); Data Mining and Knowledge Discovery; Models and Principles; Bioinformatics
Front Matter....Pages -
Neuro-control and Its Applications to Electric Vehicle Control....Pages 1-12
Multi-agent Data Fusion Architecture Proposal for Obtaining an Integrated Navigated Solution on UAV’s....Pages 13-20
Towards a Multiagent Approach for the VERDINO Prototype....Pages 21-24
BDI Planning Approach to Distributed Multiagent Based Semantic Search Engine....Pages 25-28
Methodology vs. Development Process: A Case Study for AOSE....Pages 29-36
Designing Radial Basis Function Neural Networks with Meta-Evolutionary Algorithms: The Effect of Chromosome Codification....Pages 37-40
Hyperheuristics for a Dynamic-Mapped Multi-Objective Island-Based Model....Pages 41-49
High Level Abstractions for Improving Parallel Image Reconstruction Algorithms....Pages 50-57
A Group k -Mutual Exclusion Algorithm for Mobile Ad Hoc Networks....Pages 58-66
Boosting Annotated Web Services in SAWSDL....Pages 67-74
Creation of Semantic Overlay Networks Based on Personal Information....Pages 75-82
Adding an Ontology to a Standardized QoS-Based MAS Middleware....Pages 83-90
OntologyTest: A Tool to Evaluate Ontologies through Tests Defined by the User....Pages 91-98
A Case Study in Distributing a SystemC Model....Pages 99-106
A Snapshot Algorithm for Mobile Ad Hoc Networks....Pages 107-115
Introducing a Distributed Architecture for Heterogeneous Wireless Sensor Networks....Pages 116-123
OCURO: Estimation of Space Occupation and Vehicle Rotation in Controlled Parking Areas....Pages 124-129
A Distributed Architectural Strategy towards Ambient Intelligence....Pages 130-133
Reviewing the Use of Requirements Engineering Techniques in the Development of Multi-Agent Systems....Pages 134-137
Testing in Agent Oriented Methodologies....Pages 138-145
Composition of Temporal Bounded Services in Open MAS....Pages 146-153
Organizational-Oriented Methodological Guidelines for Designing Virtual Organizations....Pages 154-162
Pervasive Evolutionary Algorithms on Mobile Devices....Pages 163-170
A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification....Pages 171-178
A Hybrid Differential Evolution Algorithm for Solving the Terminal Assignment Problem....Pages 179-186
An Iterative GASVM-Based Method: Gene Selection and Classification of Microarray Data....Pages 187-194
Privacy-Preserving Distributed Learning Based on Genetic Algorithms and Artificial Neural Networks....Pages 195-202
Development of a Camera-Based Portable Automatic Inspection System for Printed Labels Using Neural Networks....Pages 203-210
Towards Compositional Verification in MEDISTAM-RT Methodological Framework....Pages 211-218
Universal Global Optimization Algorithm on Shared Memory Multiprocessors....Pages 219-222
Efficiency Analysis of Parallel Batch Pattern NN Training Algorithm on General-Purpose Supercomputer....Pages 223-226
Evaluation of Master-Slave Approaches for 3D Reconstruction in Electron Tomography....Pages 227-231
General Purpose Agent-Based Parallel Computing....Pages 232-239
VS-Diagrams Identification and Classification Using Neural Networks....Pages 240-243
Visual Surveillance of Objects Motion Using GNG....Pages 244-247
Forecasting the Price Development of Crude Oil with Artificial Neural Networks....Pages 248-255
Invariant Features from the Trace Transform for Jawi Character Recognition....Pages 256-263
An Ensemble Based Translator for Natural Languages....Pages 264-271
Verification of the Effectiveness of the Online Tuning System for Unknown Person in the Awaking Behavior Detection System....Pages 272-279
An Evolutionary Algorithm for the Surface Structure Problem....Pages 280-283
In Premises Positioning – Fuzzy Logic....Pages 284-291
GIS Applications Use in Epidemiology GIS-EPI....Pages 292-298
TALISMAN MDE Framework: An Architecture for Intelligent Model-Driven Engineering....Pages 299-306
Electronic Nose System by Neural Networks....Pages 307-314
Towards Meta-model Interoperability of Models through Intelligent Transformations....Pages 315-322
MDE for Device Driver Development....Pages 323-329
Image/Video Compression with Artificial Neural Networks....Pages 330-337
A Distributed Intelligent Monitoring System Applied to a Micro-scale Turning Process....Pages 338-345
Simulation of Dynamic Supply Chain Configuration Based on Software Agents and Graph Theory....Pages 346-349
Use of Distributed IT Tools for Assessment of Manufacturing Processes....Pages 350-357
Emerging Trends in Manufacturing Systems Management – IT Solutions....Pages 358-365
Engineering Web Service Markets for Federated Business Applications....Pages 366-373
Implication of Reasoning in GRAIXPERT for Modeling Enterprises....Pages 374-381
The Concept of an Agent-Based System for Planning of Closed Loop Supplies in Manufacturing System....Pages 382-389
Application of Distributed Techniques for Resources Modeling and Capacity Management....Pages 390-396
Web-Based Membership Registration System of Japan Volleyball Association....Pages 397-403
A Web Application Development Framework Using Code Generation from MVC-Based UI Model....Pages 404-411
The System Enhancement Method for Combining a Legacy Client-Server System and a Web Based New System....Pages 412-415
An Empirical Study of an Extended Technology Acceptance Model for Online Video Services....Pages 416-423
A Post-optimization Method to Improve the Ant Colony System Algorithm....Pages 424-431
From the Queue to the Quality of Service Policy: A Middleware Implementation....Pages 432-437
Planning with Uncertainty in Action Outcomes as Linear Programming Problem....Pages 438-445
An Optimized Ant System Approach for DNA Sequence Optimization....Pages 446-449
Implementation of Binary Particle Swarm Optimization for DNA Sequence Design....Pages 450-457
Multi-colony ACO and Rough Set Theory to Distributed Feature Selection Problem....Pages 458-461
Improving the Performance of Bandwidth-Demanding Applications by a Distributed Network Interface....Pages 462-465
Agrega: A Distributed Repository Network of Standardised Learning Objects....Pages 466-474
DIAMI: Distributed Intelligent Environment for Blind Musicians....Pages 475-482
Design of a Decision Support System for Classification of Natural Risk in Maritime Construction Based on Temporal Windows....Pages 483-486
Using Data-Mining for Short-Term Rainfall Forecasting....Pages 487-490
An Integrated Solution to Store, Manage and Work with Datasets Focused on Metadata in the Retelab Grid Project....Pages 491-494
An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes....Pages 495-502
A Computer Virus Spread Model Based on Cellular Automata on Graphs....Pages 503-506
Rank-Based Ant System to Solve the Undirected Rural Postman Problem....Pages 507-514
Design of a Snort-Based Hybrid Intrusion Detection System....Pages 515-522
Flexible Layered Multicasting Method for Multipoint Video Conference in Heterogeneous Access Environment....Pages 523-530
Modular and Scalable Multi-interface Data Acquisition Architecture Design for Energy Monitoring in Fishing Vessels....Pages 531-538
Validator for Clinical Practice Guidelines....Pages 539-546
Using Gaussian Processes in Bayesian Robot Programming....Pages 547-553
Optimising Machine-Learning-Based Fault Prediction in Foundry Production....Pages 554-561
Optimizing the Use of an Integrated LMS: Hardware Evolution through Distributed Computing. Experience from the Universitat de València....Pages 562-565
A Process Model for Group Decision Making with Quality Evaluation....Pages 566-573
Abstract Models for Redesign of Technical Processes....Pages 574-581
Towards a Support for Autonomous Learning Process....Pages 582-585
DNA Electrophoresis Simulation....Pages 586-589
Classification of Fatigue Bill Based on Support Vector Machine by Using Acoustic Signal....Pages 590-595
Artificial Ants and Packaging Waste Recycling....Pages 596-603
Analysis of Geometric Moments as Features for Identification of Forensic Ballistics Specimen....Pages 604-611
Colour Image Compression Based on the Embedded Zerotree Wavelet....Pages 612-615
Camera Calibration Method Based on Maximum Likelihood Estimation....Pages 616-620
Neural Networks Applied to Fingerprint Recognition....Pages 621-625
Wireless Communications Architecture for “Train-to-Earth” Communication in the Railway Industry....Pages 626-633
Emergence of Communication in Foraging Behavior....Pages 634-637
WiFi Location Information System for Both Indoors and Outdoors....Pages 638-645
A Peer-to-Peer Information Sharing Method for RDF Triples Based on RDF Schema....Pages 646-650
Toward Virtual Machine Packing Optimization Based on Genetic Algorithm....Pages 651-654
MetaFa : Metadata Management Framework for Data Sharing in Data-Intensive Applications....Pages 655-658
Design and Implementation of Wireless LAN System for Airship....Pages 659-662
Heterogeneous Wireless Sensor Networks in a Tele-monitoring System for Homecare....Pages 663-670
BIOHOME: A House Designed for Assisted Living....Pages 671-674
Supervision and Access Control System for Disabled Person’s Homes....Pages 675-678
An Intelligent Agents Reasoning Platform to Support Smart Home Telecare....Pages 679-686
Multimodal Classification of Activities of Daily Living Inside Smart Homes....Pages 687-694
Modular Framework for Smart Home Applications....Pages 695-701
Ambient Information Systems for Supporting Elder’s Independent Living at Home....Pages 702-705
A Centralized Approach to an Ambient Assisted Living Application: An Intelligent Home....Pages 706-709
A Web Based Information System for Managing and Improving Care Services in Day Centres....Pages 710-717
Web Application and Image Analysis Tool to Measure and Monitoring the Density in Bone Fractures with a Predictive Approach....Pages 718-721
Virtual Center for the Elderly: Lessons Learned....Pages 722-726
Remote Health Monitoring: A Customizable Product Line Approach....Pages 727-734
A Memory Management System towards Cognitive Assistance of Elderly People....Pages 735-739
Building Self-adaptive Services for Ambient Assisted Living....Pages 740-747
User Configuration of Activity Awareness....Pages 748-751
Low-Cost Gesture-Based Interaction for Intelligent Environments....Pages 752-755
HERMES: Pervasive Computing and Cognitive Training for Ageing Well....Pages 756-763
An Ambient Intelligent Approach to Control Behaviours on a Tagged World....Pages 764-771
Adaptive Interfaces for People with Special Needs....Pages 772-779
Human Memory Assistance through Semantic-Based Text Processing....Pages 780-787
Case-Based Reasoning Decision Making in Ambient Assisted Living....Pages 788-795
Activity Recognition from Accelerometer Data on a Mobile Phone....Pages 796-799
Image Processing Based Services for Ambient Assistant Scenarios....Pages 800-807
Outdoors Monitoring of Elderly People Assisted by Compass, GPS and Mobile Social Network....Pages 808-811
Biometric Access Control System for AAL....Pages 812-818
Detecting Domestic Problems of Elderly People: Simple and Unobstrusive Sensors to Generate the Context of the Attended....Pages 819-826
A Wireless Infrastructure for Assisting the Elderly and the Mobility Impaired....Pages 827-830
A Device Search Strategy Based on Connections History for Patient Monitoring....Pages 831-838
A Robot Controlled by Blinking for Ambient Assisted Living....Pages 839-842
Service-Oriented Device Integration for Ubiquitous Ambient Assisted Living Environments....Pages 843-850
Variabilities of Wireless and Actuators Sensor Network Middleware for Ambient Assisted Living....Pages 851-858
Technological Solution for Independent Living of Intellectual Disabled People....Pages 859-862
The UVa-Neuromuscular Training System Platform....Pages 863-869
A Proposal for Mobile Diabetes Self-control: Towards a Patient Monitoring Framework....Pages 870-877
ALADDIN, A Technology pLatform for the Assisted Living of Dementia elDerly INdividuals and Their Carers....Pages 878-881
An Architecture for Ambient Assisted Living and Health Environments....Pages 882-889
Shape Memory Fabrics to Improve Quality Life to People with Disability (PWD)....Pages 890-893
Ontologies for Intelligent e-Therapy: Application to Obesity....Pages 894-901
A Contribution for Elderly and Disabled Care Using Intelligent Approaches....Pages 902-905
Quality of Life Evaluation of Elderly and Disabled People by Using Self-Organizing Maps....Pages 906-913
Analysis and Design of an Object Tracking Service for Intelligent Environments....Pages 914-921
Using Business Process Modelling to Model Integrated Care Processes: Experiences from a European Project....Pages 922-925
Classification of MedLine Documents Using MeSH Terms....Pages 926-929
GREAT: Gene Regulation EvAluation Tool....Pages 930-933
Identifying Gene Ontology Areas for Automated Enrichment....Pages 934-941
Identification of Chemical Entities in Patent Documents....Pages 942-949
Applying Text Mining to Search for Protein Patterns....Pages 950-953
Biomedical Text Mining Applied to Document Retrieval and Semantic Indexing....Pages 954-963
CBR System with Reinforce in the Revision Phase for the Classification of CLL Leukemia....Pages 964-971
An Evolutionary Approach for Sample-Based Clustering on Microarray Data....Pages 972-978
EDA-Based Logistic Regression Applied to Biomarkers Selection in Breast Cancer....Pages 979-987
Oligonucleotide Microarray Probe Correction by FixedPoint ICA Algorithm....Pages 988-991
Group Method of Documentary Collections Using Genetic Algorithms....Pages 992-1000
Partitional Clustering of Protein Sequences – An Inductive Logic Programming Approach....Pages 1001-1004
Segregating Confident Predictions of Chemicals’ Properties for Virtual Screening of Drugs....Pages 1005-1012
Efficient Biclustering Algorithms for Time Series Gene Expression Data Analysis....Pages 1013-1019
Robust Association of Pathological Respiratory Events in SAHS Patients: A Step towards Mining Polysomnograms....Pages 1020-1027
Population Extinction in Genetic Algorithms: Application in Evolutionary Studies....Pages 1028-1034
Tabu Search for the Founder Sequence Reconstruction Problem: A Preliminary Study....Pages 1035-1042
Visually Guiding and Controlling the Search While Mining Chemical Structures....Pages 1043-1046
Analysing the Evolution of Repetitive Strands in Genomes....Pages 1047-1054
A SIS Epidemiological Model Based on Cellular Automata on Graphs....Pages 1055-1062
A Critical Review on Modelling Formalisms and Simulation Tools in Computational Biosystems....Pages 1063-1070
A Software Tool for the Simulation and Optimization of Dynamic Metabolic Models....Pages 1071-1078
Large Scale Dynamic Model Reconstruction for the Central Carbon Metabolism of Escherichia coli ....Pages 1079-1083
Intuitive Bioinformatics for Genomics Applications: Omega-Brigid Workflow Framework....Pages 1084-1091
Current Efforts to Integrate Biological Pathway Information....Pages 1092-1096
BioCASE: Accelerating Software Development of Genome-Wide Filtering Applications....Pages 1097-1100
DynamicFlow: A Client-Side Workflow Management System....Pages 1101-1108
Bayesian Joint Estimation of CN and LOH Aberrations....Pages 1109-1117
Development of a Workflow for Protein Sequence Analysis Based on the Taverna Workbench® Software....Pages 1118-1124
Automatic Prediction of the Genetic Code....Pages 1125-1129
Computational Challenges on Grid Computing for Workflows Applied to Phylogeny....Pages 1130-1138
ZARAMIT: A System for the Evolutionary Study of Human Mitochondrial DNA....Pages 1139-1142
A First Insight into the In Silico Evaluation of the Accuracy of AFLP Markers for Phylogenetic Reconstruction....Pages 1143-1146
A Method to Compare MALDI—TOF MS PMF Spectra and Its Application in Phyloproteomics....Pages 1147-1153
A Screening Method for Z-Value Assessment Based on the Normalized Edit Distance....Pages 1154-1161
On the Bond Graphs in the Delaunay-Tetrahedra of the Simplicial Decomposition of Spatial Protein Structures....Pages 1162-1169
A New Model of Synthetic Genetic Oscillator Based on Trans -Acting Repressor Ribozyme....Pages 1170-1177
Efficient Exact Pattern-Matching in Proteomic Sequences....Pages 1178-1186
Iterative Lattice Protein Design Using Template Matching....Pages 1187-1194
Rotor Imbalance Detection in Gas Turbines Using Fuzzy Sets....Pages 1195-1204
Practical Application of a KDD Process to a Sulphuric Acid Plant....Pages 1205-1212
Heat Consumption Prediction with Multiple Hybrid Models....Pages 1213-1221
Multi-Objective Particle Swarm Optimization Design of PID Controllers....Pages 1222-1230
Design of Radio-Frequency Integrated CMOS Discrete Tuning Varactors Using the Particle Swarm Optimization Algorithm....Pages 1231-1239
Algorithms for Active Noise Control....Pages 1240-1247
License Plate Detection Using Neural Networks....Pages 1248-1255
Control of Mobile Robot Considering Actuator Dynamics with Uncertainties in the Kinematic and Dynamic Models....Pages 1256-1263
Data Mining for Burr Detection (in the Drilling Process)....Pages 1264-1273
A Neural Recognition System for Manufactured Objects....Pages 1274-1281
A Soft Computing System to Perform Face Milling Operations....Pages 1282-1291
Back Matter....Pages -