Trends in Applied Intelligent Systems: 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems,

ISBN-13: 9783642130328 / Angielski / Miękka / 2010 / 673 str.

Nicolas Garcia-Pedrajas; Francisco Herrera; Colin Fyfe

Opis

Theneedforintelligentsystemstechnologyinsolvingreal-lifeproblemshasbeen consistently growing. In order to address this need, researchers in the ?eld have been developing methodologies and tools to develop intelligent systems for so- ing complex problems. The International Society of Applied Intelligence (ISAI) through its annual IEA/AIE conferences provides a forum for international s- enti?c and industrial community in the ?eld of Applied Arti?cial Intelligence to interactively participate in developing intelligent systems, which are needed to solve twenty ?rst century s ever growing problems in almost every ?eld. The 23rdInternationalConference on Industrial, Engineering and Other - plications of Applied Intelligence Systems (IEA/AIE-2010) held in C ordoba, Spain, followed IEA/AIE tradition of providing an international scienti?c forum for researchers in the ?eld of applied arti?cial intelligence. The presentations of theinvitedspeakersandauthorsmainlyfocusedondevelopingandstudyingnew methods to cope with the problems posed by real-life applications of arti?cial intelligence.Paperspresentedinthetwentythirdconferenceintheseriescovered theories as well as applications of intelligent systems in solving complex real-life problems. We received 297 papers for the main track, selecting 119 of them with the highest quality standards. Each paper was revised by at least three members of the Program Committee. The papers in the proceedings cover a wide number of topics including: applications to robotics, business and ?nancial markets, bio- formaticsandbiomedicine, applicationsofagent-basedsystems, computervision, control, simulation and modeling, data mining, decision support systems, evo- tionary computation and its applications, fuzzy systems and their applications, heuristic optimization methods and swarm intelligence, intelligent agent-based systems, internetapplications, knowledgemanagementandknowledgebaseds- tems, machine learning, neural network applications, optimization and heuristic search, and other real-life applications."

Spis treści

Neural Network Applications.- Generalized Logistic Regression Models Using Neural Network Basis Functions Applied to the Detection of Banking Crises.- Design and Evaluation of Neural Networks for an Embedded Application.- Component Stress Evaluation in an Electrical Power Distribution System Using Neural Networks.- Combining Adaptive with Artificial Intelligence and Nonlinear Methods for Fault Tolerant Control.- Recognition and Generation of Sentences through Self-organizing Linguistic Hierarchy Using MTRNN.- Neural Dynamic Matrix Control Algorithm with Disturbance Compensation.- New Frontiers in Data Analysis, Optimization and Visualization for Bioinfomatics and Neuroscience.- The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection.- Intelligent Network Management for Healthcare Monitoring.- S.cerevisiae Complex Function Prediction with Modular Multi-Relational Framework.- Integrative Data Mining in Functional Genomics of Brassica napus and Arabidopsis thaliana.- Data Integration and Knowledge Discovery in Life Sciences.- Computer Assisted Identification, Segmentation and Quantification of Synapses in the Cerebral Cortex.- Association Rules to Identify Receptor and Ligand Structures through Named Entities Recognition.- A Model for Generating Synthetic Dendrites of Cortical Neurons.- A New Incremental Growing Neural Gas Algorithm Based on Clusters Labeling Maximization: Application to Clustering of Heterogeneous Textual Data.- Synergies between Network-Based Representation and Probabilistic Graphical Models for Classification, Inference and Optimization Problems in Neuroscience.- Modeling Short-Time Parsing of Speech Features in Neocortical Structures.- Optimization and Heuristic Search.- Optimizing the Number of Airfoils in Turbine Design Using Genetic Algorithms.- Branch and Bound Algorithm for a Single Vehicle Routing Problem with Toll-by-Weight Scheme.- Near Optimal Secret Sharing for Information Leakage Maximization.- Solving Non-Stationary Bandit Problems by Random Sampling from Sibling Kalman Filters.- A Learning Automata Based Solution to Service Selection in Stochastic Environments.- AC2001-OP: An Arc-Consistency Algorithm for Constraint Satisfaction Problems.- Real Life Applications.- NFC Solution for the Development of Smart Scenarios Supporting Tourism Applications and Surfing in Urban Environments.- Communication Support Visual Interface for Collaborative Learning.- Violin Fingering Estimation Based on Violin Pedagogical Fingering Model Constrained by Bowed Sequence Estimation from Audio Input.- Intelligent Processing of K-Nearest Neighbors Queries Using Mobile Data Collectors in a Location Aware 3D Wireless Sensor Network.- An Intelligent Interface with Composite Dominant Directed Graph Based Petri Nets Controller for Rotatable Solar Panel in Integrated PHEV System.- An Autonomous Fault Tolerant System for CAN Communications.- Semantic and Linguistic Visual Information: Applications.- A DICOM Viewer with Capability for Flexible Retrieval of Medical Images from Fuzzy Databases.- License Plate Detection Based on Genetic Neural Networks, Morphology, and Active Contours.- System for Supporting Web-based Public Debate Using Transcripts of Face-to-Face Meeting.- Psychophysical Evaluation for a Qualitative Semantic Image Categorisation and Retrieval Approach.- Soft Computing in Computer Vision/Image Processing.- Features Extraction and Classification of Cartridge Images for Ballistics Identification.- A-IFSs Entropy Based Image Multi-thresholding.- Method for Polygonal Approximation through Dominant Points Deletion.- An Integrated Formulation of Zernike Representation in Character Images.- Aggregation of Color Information in Stereo Matching Problem: A Comparison Study.- Fast HDR Image Generation Technique Based on Exposure Blending.- Parallelizing and Optimizing LIP-Canny Using NVIDIA CUDA.- Some Averaging Functions in Image Reduction.- Soft Computing in Information Access Systems on the Web.- A Method for Weighting Multi-valued Features in Content-Based Filtering.- Virtual Doctor System (VDS): Medical Decision Reasoning Based on Physical and Mental Ontologies.- A Model for Generating Related Weighted Boolean Queries.- Web Usage Mining for Improving Students Performance in Learning Management Systems.- Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation.- Enhancing Context Sensitivity of Geo Web Resources Discovery by Means of Fuzzy Cognitive Maps.- Finding an Evolutionarily Stable Strategy in Agent Reputation and Trust (ART) 2007 Competition.- A Proposal for News Recommendation Based on Clustering Techniques.- Analysis and Evaluation of Techniques for the Extraction of Classes in the Ontology Learning Process.- Soft Computing Methods for Environmental and Industrial Applications.- Air Traffic Control: A Local Approach to the Trajectory Segmentation Issue.- People Following Behaviour in an Industrial Enviroment Using Laser and Stereo Camera.- A Type-2 Fuzzy Wavelet Neural Network for Time Series Prediction.- Pruning the Search Space for the Snake-in-the-Box Problem.- Percolating Swarm Dynamics.- Using MOGA to Order Batches in a Real World Pipeline Network.- Temporal Bounded Planner Agent for Dynamic Industrial Environments.- Soft Computing, Genetic Algorithms and Engineering Problems: An Example of Application to Minimize a Cantilever Wall Cost.- An Experimental Study of an Evolutionary Tool for Scheduling in Oil Wells.- Tackling Trust Issues in Virtual Organization Load Balancing.- An Intelligent Memory Model for Short-Term Prediction: An Application to Global Solar Radiation Data.- Binding Machine Learning Models and OPC Technology for Evaluating Solar Energy Systems.- Processing of Crisp and Fuzzy Measures in the Fuzzy Data Warehouse for Global Natural Resources.- Stochastic Chaotic Simulated Annealing Using Neural Network for Minimizing Interference in Mobile Hierarchical Ad Hoc and Sensor Networks.- Modelling of Heat Flux in Building Using Soft-Computing Techniques.- Hybrid Pareto Differential Evolutionary Artificial Neural Networks to Determined Growth Multi-classes in Predictive Microbiology.- A Multiobjective GRASP for the 1/3 Variant of the Time and Space Assembly Line Balancing Problem.