Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living: 10th International Work-Conference on Art

ISBN-13: 9783642024801 / Angielski / Miękka / 2009 / 1304 str.

Sigeru Omatu

Opis

This volume (II) contains all publications accepted for the symposiums and workshops held in parallel with the 10th International Work-Conference on Artificial Neural Networks (IWANN 2009), covering a wide spectrum of technological areas such as distributed computing, artificial intelligence, bioinformatics, soft computing and ambient-assisted living: DCAI 2009 (International Symposium on Distributed Computing and Artificial Intelligence), covering artificial intelligence and its applications in distributed environments, such as the Internet, electronic commerce, mobile communi- tions, wireless devices, distributed computing, and so on. This event accepted a total of 96 submissions selected from a submission pool of 157 papers, from 12 different countries. IWAAL 2009 (International Workshop of Ambient-Assisted Living), covering solutions aimed at increasing the quality of life, safety and health problems of elderly and disabled people by means of technology. This event accepted a - tal of 42 submissions selected from a submission pool of 78 papers, from 9 d- ferent countries. IWPACBB 2009 (Third International Workshop on Practical Applications of Computational Biology and Bioinformatics), covering computational biology and bioinformatics as a possibility for knowledge discovery, modelling and - timization tasks, aiming at the development of computational models so that the response of biological complex systems to any perturbation can be p- dicted. This event accepted a total of 39 submissions selected from a subm- sion pool of 75 papers, from 6 different countries."

Spis treści

Neuro-control and Its Applications to Electric Vehicle Control.- Neuro-control and Its Applications to Electric Vehicle Control.- Multi-agent Systems I.- Multi-agent Data Fusion Architecture Proposal for Obtaining an Integrated Navigated Solution on UAV’s.- Towards a Multiagent Approach for the VERDINO Prototype.- BDI Planning Approach to Distributed Multiagent Based Semantic Search Engine.- Methodology vs. Development Process: A Case Study for AOSE.- New Algorithms and Applications.- Designing Radial Basis Function Neural Networks with Meta-Evolutionary Algorithms: The Effect of Chromosome Codification.- Hyperheuristics for a Dynamic-Mapped Multi-Objective Island-Based Model.- High Level Abstractions for Improving Parallel Image Reconstruction Algorithms.- A Group k-Mutual Exclusion Algorithm for Mobile Ad Hoc Networks.- Semantic, Ontologies.- Boosting Annotated Web Services in SAWSDL.- Creation of Semantic Overlay Networks Based on Personal Information.- Adding an Ontology to a Standardized QoS-Based MAS Middleware.- OntologyTest: A Tool to Evaluate Ontologies through Tests Defined by the User.- Distributed Systems I.- A Case Study in Distributing a SystemC Model.- A Snapshot Algorithm for Mobile Ad Hoc Networks.- Introducing a Distributed Architecture for Heterogeneous Wireless Sensor Networks.- OCURO: Estimation of Space Occupation and Vehicle Rotation in Controlled Parking Areas.- Multi-agent System II.- A Distributed Architectural Strategy towards Ambient Intelligence.- Reviewing the Use of Requirements Engineering Techniques in the Development of Multi-Agent Systems.- Testing in Agent Oriented Methodologies.- Composition of Temporal Bounded Services in Open MAS.- Organizational-Oriented Methodological Guidelines for Designing Virtual Organizations.- Genetic Algorithms.- Pervasive Evolutionary Algorithms on Mobile Devices.- A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification.- A Hybrid Differential Evolution Algorithm for Solving the Terminal Assignment Problem.- An Iterative GASVM-Based Method: Gene Selection and Classification of Microarray Data.- Privacy-Preserving Distributed Learning Based on Genetic Algorithms and Artificial Neural Networks.- Real Time and Parallel Systems.- Development of a Camera-Based Portable Automatic Inspection System for Printed Labels Using Neural Networks.- Towards Compositional Verification in MEDISTAM-RT Methodological Framework.- Universal Global Optimization Algorithm on Shared Memory Multiprocessors.- Efficiency Analysis of Parallel Batch Pattern NN Training Algorithm on General-Purpose Supercomputer.- Evaluation of Master-Slave Approaches for 3D Reconstruction in Electron Tomography.- General Purpose Agent-Based Parallel Computing.- Neural Networks.- VS-Diagrams Identification and Classification Using Neural Networks.- Visual Surveillance of Objects Motion Using GNG.- Forecasting the Price Development of Crude Oil with Artificial Neural Networks.- Invariant Features from the Trace Transform for Jawi Character Recognition.- An Ensemble Based Translator for Natural Languages.- Verification of the Effectiveness of the Online Tuning System for Unknown Person in the Awaking Behavior Detection System.- Models for Soft Computing, Applications and Advances.- An Evolutionary Algorithm for the Surface Structure Problem.- In Premises Positioning – Fuzzy Logic.- GIS Applications Use in Epidemiology GIS-EPI.- TALISMAN MDE Framework: An Architecture for Intelligent Model-Driven Engineering.- Electronic Nose System by Neural Networks.- Towards Meta-model Interoperability of Models through Intelligent Transformations.- MDE for Device Driver Development.- Image/Video Compression with Artificial Neural Networks.- New Intelligent and Distributed Computing Solutions for Manufacturing Systems.- A Distributed Intelligent Monitoring System Applied to a Micro-scale Turning Process.- Simulation of Dynamic Supply Chain Configuration Based on Software Agents and Graph Theory.- Use of Distributed IT Tools for Assessment of Manufacturing Processes.- Emerging Trends in Manufacturing Systems Management – IT Solutions.- Engineering Web Service Markets for Federated Business Applications.- Implication of Reasoning in GRAIXPERT for Modeling Enterprises.- The Concept of an Agent-Based System for Planning of Closed Loop Supplies in Manufacturing System.- Application of Distributed Techniques for Resources Modeling and Capacity Management.- Development Metodologies of Web Service Systems.- Web-Based Membership Registration System of Japan Volleyball Association.- A Web Application Development Framework Using Code Generation from MVC-Based UI Model.- The System Enhancement Method for Combining a Legacy Client-Server System and a Web Based New System.- An Empirical Study of an Extended Technology Acceptance Model for Online Video Services.- Applications I.- A Post-optimization Method to Improve the Ant Colony System Algorithm.- From the Queue to the Quality of Service Policy: A Middleware Implementation.- Planning with Uncertainty in Action Outcomes as Linear Programming Problem.- An Optimized Ant System Approach for DNA Sequence Optimization.- Implementation of Binary Particle Swarm Optimization for DNA Sequence Design.- Distributed Systems II.- Multi-colony ACO and Rough Set Theory to Distributed Feature Selection Problem.- Improving the Performance of Bandwidth-Demanding Applications by a Distributed Network Interface.- Agrega: A Distributed Repository Network of Standardised Learning Objects.- DIAMI: Distributed Intelligent Environment for Blind Musicians.- Data Mining and Data Classification.- Design of a Decision Support System for Classification of Natural Risk in Maritime Construction Based on Temporal Windows.- Using Data-Mining for Short-Term Rainfall Forecasting.- An Integrated Solution to Store, Manage and Work with Datasets Focused on Metadata in the Retelab Grid Project.- An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes.- Applications II.- A Computer Virus Spread Model Based on Cellular Automata on Graphs.- Rank-Based Ant System to Solve the Undirected Rural Postman Problem.- Design of a Snort-Based Hybrid Intrusion Detection System.- Flexible Layered Multicasting Method for Multipoint Video Conference in Heterogeneous Access Environment.- Modular and Scalable Multi-interface Data Acquisition Architecture Design for Energy Monitoring in Fishing Vessels.- Validator for Clinical Practice Guidelines.- Knowledge Discovery, Reasoning, Meta-Learning.- Using Gaussian Processes in Bayesian Robot Programming.- Optimising Machine-Learning-Based Fault Prediction in Foundry Production.- Optimizing the Use of an Integrated LMS: Hardware Evolution through Distributed Computing. Experience from the Universitat de València.- A Process Model for Group Decision Making with Quality Evaluation.- Abstract Models for Redesign of Technical Processes.- Towards a Support for Autonomous Learning Process.- Applications III.- DNA Electrophoresis Simulation.- Classification of Fatigue Bill Based on Support Vector Machine by Using Acoustic Signal.- Artificial Ants and Packaging Waste Recycling.- Analysis of Geometric Moments as Features for Identification of Forensic Ballistics Specimen.- Commnications and Image Processing.- Colour Image Compression Based on the Embedded Zerotree Wavelet.- Camera Calibration Method Based on Maximum Likelihood Estimation.- Neural Networks Applied to Fingerprint Recognition.- Wireless Communications Architecture for “Train-to-Earth” Communication in the Railway Industry.- Emergence of Communication in Foraging Behavior.- Data/Information Management on Large-Scale Distributed Environments.- WiFi Location Information System for Both Indoors and Outdoors.- A Peer-to-Peer Information Sharing Method for RDF Triples Based on RDF Schema.- Toward Virtual Machine Packing Optimization Based on Genetic Algorithm.- MetaFa: Metadata Management Framework for Data Sharing in Data-Intensive Applications.- Design and Implementation of Wireless LAN System for Airship.- Home Care Applications 1.- Heterogeneous Wireless Sensor Networks in a Tele-monitoring System for Homecare.- BIOHOME: A House Designed for Assisted Living.- Supervision and Access Control System for Disabled Person’s Homes.- An Intelligent Agents Reasoning Platform to Support Smart Home Telecare.- Home Care Applications 2.- Multimodal Classification of Activities of Daily Living Inside Smart Homes.- Modular Framework for Smart Home Applications.- Ambient Information Systems for Supporting Elder’s Independent Living at Home.- A Centralized Approach to an Ambient Assisted Living Application: An Intelligent Home.- Medical Applications.- A Web Based Information System for Managing and Improving Care Services in Day Centres.- Web Application and Image Analysis Tool to Measure and Monitoring the Density in Bone Fractures with a Predictive Approach.- Virtual Center for the Elderly: Lessons Learned.- Remote Health Monitoring: A Customizable Product Line Approach.- A Memory Management System towards Cognitive Assistance of Elderly People.- Adaptable Models.- Building Self-adaptive Services for Ambient Assisted Living.- User Configuration of Activity Awareness.- Low-Cost Gesture-Based Interaction for Intelligent Environments.- HERMES: Pervasive Computing and Cognitive Training for Ageing Well.- An Ambient Intelligent Approach to Control Behaviours on a Tagged World.- Adaptive Interfaces for People with Special Needs.- AI Techniques.- Human Memory Assistance through Semantic-Based Text Processing.- Case-Based Reasoning Decision Making in Ambient Assisted Living.- Activity Recognition from Accelerometer Data on a Mobile Phone.- Image Processing Based Services for Ambient Assistant Scenarios.- Applied Technologies 1.- Outdoors Monitoring of Elderly People Assisted by Compass, GPS and Mobile Social Network.- Biometric Access Control System for AAL.- Detecting Domestic Problems of Elderly People: Simple and Unobstrusive Sensors to Generate the Context of the Attended.- A Wireless Infrastructure for Assisting the Elderly and the Mobility Impaired.- Applied Technologies 2.- A Device Search Strategy Based on Connections History for Patient Monitoring.- A Robot Controlled by Blinking for Ambient Assisted Living.- Service-Oriented Device Integration for Ubiquitous Ambient Assisted Living Environments.- Variabilities of Wireless and Actuators Sensor Network Middleware for Ambient Assisted Living.- Technological Solution for Independent Living of Intellectual Disabled People.- Frameworks and Platforms.- The UVa-Neuromuscular Training System Platform.- A Proposal for Mobile Diabetes Self-control: Towards a Patient Monitoring Framework.- ALADDIN, A Technology pLatform for the Assisted Living of Dementia elDerly INdividuals and Their Carers.- An Architecture for Ambient Assisted Living and Health Environments.- Theoretical Approaches.- Shape Memory Fabrics to Improve Quality Life to People with Disability (PWD).- Ontologies for Intelligent e-Therapy: Application to Obesity.- A Contribution for Elderly and Disabled Care Using Intelligent Approaches.- Quality of Life Evaluation of Elderly and Disabled People by Using Self-Organizing Maps.- Analysis and Design of an Object Tracking Service for Intelligent Environments.- Using Business Process Modelling to Model Integrated Care Processes: Experiences from a European Project.- Text Mining.- Classification of MedLine Documents Using MeSH Terms.- GREAT: Gene Regulation EvAluation Tool.- Identifying Gene Ontology Areas for Automated Enrichment.- Identification of Chemical Entities in Patent Documents.- Applying Text Mining to Search for Protein Patterns.- Biomedical Text Mining Applied to Document Retrieval and Semantic Indexing.- Microarrays.- CBR System with Reinforce in the Revision Phase for the Classification of CLL Leukemia.- An Evolutionary Approach for Sample-Based Clustering on Microarray Data.- EDA-Based Logistic Regression Applied to Biomarkers Selection in Breast Cancer.- Oligonucleotide Microarray Probe Correction by FixedPoint ICA Algorithm.- Cluster.- Group Method of Documentary Collections Using Genetic Algorithms.- Partitional Clustering of Protein Sequences – An Inductive Logic Programming Approach.- Segregating Confident Predictions of Chemicals’ Properties for Virtual Screening of Drugs.- Efficient Biclustering Algorithms for Time Series Gene Expression Data Analysis.- Pattern Recognition.- Robust Association of Pathological Respiratory Events in SAHS Patients: A Step towards Mining Polysomnograms.- Population Extinction in Genetic Algorithms: Application in Evolutionary Studies.- Tabu Search for the Founder Sequence Reconstruction Problem: A Preliminary Study.- Visually Guiding and Controlling the Search While Mining Chemical Structures.- Analysing the Evolution of Repetitive Strands in Genomes.- Systems Biology.- A SIS Epidemiological Model Based on Cellular Automata on Graphs.- A Critical Review on Modelling Formalisms and Simulation Tools in Computational Biosystems.- A Software Tool for the Simulation and Optimization of Dynamic Metabolic Models.- Large Scale Dynamic Model Reconstruction for the Central Carbon Metabolism of Escherichia coli .- Bioinformatic Applications.- Intuitive Bioinformatics for Genomics Applications: Omega-Brigid Workflow Framework.- Current Efforts to Integrate Biological Pathway Information.- BioCASE: Accelerating Software Development of Genome-Wide Filtering Applications.- DynamicFlow: A Client-Side Workflow Management System.- Bayesian Joint Estimation of CN and LOH Aberrations.- Development of a Workflow for Protein Sequence Analysis Based on the Taverna Workbench® Software.- Automatic Prediction of the Genetic Code.- Phylogenetic.- Computational Challenges on Grid Computing for Workflows Applied to Phylogeny.- ZARAMIT: A System for the Evolutionary Study of Human Mitochondrial DNA.- A First Insight into the In Silico Evaluation of the Accuracy of AFLP Markers for Phylogenetic Reconstruction.- A Method to Compare MALDI—TOF MS PMF Spectra and Its Application in Phyloproteomics.- Proteins.- A Screening Method for Z-Value Assessment Based on the Normalized Edit Distance.- On the Bond Graphs in the Delaunay-Tetrahedra of the Simplicial Decomposition of Spatial Protein Structures.- A New Model of Synthetic Genetic Oscillator Based on Trans-Acting Repressor Ribozyme.- Efficient Exact Pattern-Matching in Proteomic Sequences.- Iterative Lattice Protein Design Using Template Matching.- Soco.1.- Rotor Imbalance Detection in Gas Turbines Using Fuzzy Sets.- Practical Application of a KDD Process to a Sulphuric Acid Plant.- Heat Consumption Prediction with Multiple Hybrid Models.- Soco.2.- Multi-Objective Particle Swarm Optimization Design of PID Controllers.- Design of Radio-Frequency Integrated CMOS Discrete Tuning Varactors Using the Particle Swarm Optimization Algorithm.- Algorithms for Active Noise Control.- Soco.3.- License Plate Detection Using Neural Networks.- Control of Mobile Robot Considering Actuator Dynamics with Uncertainties in the Kinematic and Dynamic Models.- Data Mining for Burr Detection (in the Drilling Process).- A Neural Recognition System for Manufactured Objects.- A Soft Computing System to Perform Face Milling Operations.

Blurb

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.