Artificial Intelligence and Soft Computing, Part II : 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part II Proceedings

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ISBN 10: 3642132316 / ISBN 13: 9783642132315

Editore: Springer-Verlag GmbH, 2010

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Zustand: Gut | Seiten: 711 | Sprache: Englisch | Produktart: Bücher. Codice articolo 7668053/3

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Titolo: Artificial Intelligence and Soft Computing, ...

Casa editrice: Springer-Verlag GmbH

Data di pubblicazione: 2010

Legatura: Brossura

Condizione: Gut

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Riassunto:

This volume constitutes the proceedings of the 10th International Conference on Artificial Intelligence and Soft Computing, ICAISC'2010, held in Zakopane, Poland in June 13-17, 2010. The articles are organized in topical sections on Fuzzy Systems and Their Applications; Data Mining, Classification and Forecasting; Image and Speech Analysis; Bioinformatics and Medical Applications (Volume 6113) together with Neural Networks and Their Applications; Evolutionary Algorithms and Their Applications; Agent System, Robotics and Control; Various Problems aof Artificial Intelligence (Volume 6114).

Contenuti:

Neural Networks and Their Applications.- Complex-Valued Neurons with Phase-Dependent Activation Functions.- ART-Type Artificial Neural Networks Applications for Classification of Operational States in Wind Turbines.- Parallel Realisation of the Recurrent Elman Neural Network Learning.- The Investigating of Influence of Quality Criteria Coefficients on Global Complex Models.- Quasi-parametric Recovery of Hammerstein System Nonlinearity by Smart Model Selection.- Recent Progress in Applications of Complex-Valued Neural Networks.- Hybrid-Maximum Neural Network for Depth Analysis from Stereo-Image.- Towards Application of Soft Computing in Structural Health Monitoring.- Persistent Activation Blobs in Spiking Neural Networks with Mexican Hat Connectivity.- Neurogenetic Approach for Solving Dynamic Programming Problems.- Optimization of Parameters of Feed-Back Pulse Coupled Neural Network Applied to the Segmentation of Material Microstructure Images.- Hybrid Neural Networks as Prediction Models.- Fast Robust Learning Algorithm Dedicated to LMLS Criterion.- Using Neural Networks for Simplified Discovery of Some Psychological Phenomena.- Hybrid Learning of Regularization Neural Networks.- Computer Assisted Peptide Design and Optimization with Topology Preserving Neural Networks.- Evolutionary Algorithms and Their Applications.- Evolutionary Designing of Logic-Type Fuzzy Systems.- Combining Evolutionary and Sequential Search Strategies for Unsupervised Feature Selection.- An Evolutionary Algorithm for Global Induction of Regression Trees.- Using Genetic Algorithm for Selection of Initial Cluster Centers for the K-Means Method.- Classified-Chime Sound Generation Support System Using an Interactive Genetic Algorithm.- Evolutionary Algorithms with Stable Mutations Based on a Discrete Spectral Measure.- Determining Subunits for Sign Language Recognition by Evolutionary Cluster-Based Segmentation of Time Series.- Analysis of the Distribution of Individuals in Modified Genetic Algorithms.- Performance Analysis for Genetic Quantum Circuit Synthesis.- Steering of Balance between Exploration and Exploitation Properties of Evolutionary Algorithms - Mix Selection.- Extending Genetic Programming to Evolve Perceptron-Like Learning Programs.- An Informed Genetic Algorithm for University Course and Student Timetabling Problems.- Agent Systems, Robotics and Control.- Evaluation of a Communication Platform for Safety Critical Robotics.- How to Gain Emotional Rewards during Human-Robot Interaction Using Music? Formulation and Propositions.- Discrete Dual–Heuristic Programming in 3DOF Manipulator Control.- Discrete Model-Based Adaptive Critic Designs in Wheeled Mobile Robot Control.- Using Hierarchical Temporal Memory for Vision-Based Hand Shape Recognition under Large Variations in Hand’s Rotation.- Parallel Graph Transformations with Double Pushout Grammars.- Ant Agents with Distributed Knowledge Applied to Adaptive Control of a Nonstationary Traffic in Ad-Hoc Networks.- Dynamic Matrix Control Algorithm Based on Interpolated Step Response Neural Models.- Approximate Neural Economic Set-Point Optimisation for Control Systems.- Injecting Service-Orientation into Multi-Agent Systems in Industrial Automation.- Design of a Neural Network for an Identification of a Robot Model with a Positive Definite Inertia Matrix.- A Fast Image Analysis Technique for the Line Tracking Robots.- Multi-agent Logic with Distances Based on Linear Temporal Frames.- On Data Representation in Reactive Systems Based on Activity Trace Concept.- Various Problems of Artificial Intelligence.- Optimization of the Height of Height-Adjustable Luminaire for Intelligent Lighting System.- RSIE: A Tool Dedicated to Reflexive Systems.- A Model for Temperature Prediction of Melted Steel in the Electric Arc Furnace (EAF).- Parallel Hybrid Metaheuristics for the Scheduling with Fuzzy Processing Times.- A Neuro-tabu Search Algorithm for the Job Shop Problem.- Parallel Meta2heuristics for the Flexible Job Shop Problem.- Particle Swarm Optimization for Container Loading of Nonorthogonal Objects.- Distributed Control of Illuminance and Color Temperature in Intelligent Lighting System.- Adaptive Spring Systems for Shape Programming.- Iterated Local Search for de Novo Genomic Sequencing.- Tournament Searching Method to Feature Selection Problem.- New Linguistic Hedges in Construction of Interval Type-2 FLS.- Construction of Intelligent Lighting System Providing Desired Illuminance Distributions in Actual Office Environment.- The Theory of Affinities Applied to the Suppliers’ Sustainable Management.- Protrace: Effective Recursion Tracing and Debugging Library for Functional Programming Style in Common Lisp.- Automatic Data Understanding: A Necessity of Intelligent Communication.- Memory Usage Reduction in Hough Transform Based Music Tunes Recognition Systems.- CogBox - Combined Artificial Intelligence Methodologies to Achieve a Semi-realistic Agent in Serious Games.- Coupling of Immune Algorithms and Game Theory in Multiobjective Optimization.- Intelligent E-Learning Systems for Evaluation of User’s Knowledge and Skills with Efficient Information Processing.- Interactive Cognitive-Behavioral Decision Making System.- The Influence of Censoring for the Performance of Survival Tree Ensemble.- Clustering Polish Texts with Latent Semantic Analysis.- Hybrid Immune Algorithm for Many Optima.- Combining ESOMs Trained on a Hierarchy of Feature Subsets for Single-Trial Decoding of LFP Responses in Monkey Area V4.- XML Schema and Data Summarization.- Sample-Based Collection and Adjustment Algorithm for Metadata Extraction Parameter of Flexible Format Document.- A New Stochastic Algorithm for Strategy Optimisation in Bayesian Influence Diagrams.- Forecasting in a Multi-skill Call Centre.- Identification of Load Parameters for an Elastic-Plastic Beam Basing on Dynamic Characteristics Changes.- Architecture of the HeaRT Hybrid Rule Engine.- Using Extended Cardinal Direction Calculus in Natural Language Based Systems.- Metamodelling Approach towards a Disaster Management Decision Support System.- Comparison Judgments in Incomplete Saaty Matrices.- Application of an Expert System for Some Logistic Problems.- AI Methods for a Prediction of the Pedagogical Efficiency Factors for Classical and e-Learning System.- Online Speed Profile Generation for Industrial Machine Tool Based on Neuro-fuzzy Approach.- The Design of an Active Seismic Control System for a Building Using the Particle Swarm Optimization.- The Normalization of the Dempster’s Rule of Combination.- CI in General Game Playing - To Date Achievements and Perspectives.- Soft Computing Approach to Discrete Transport System Management.- Crowd Dynamics Modeling in the Light of Proxemic Theories.- The Use of Psycholinguistics Rules in Case of Creating an Intelligent Chatterbot.- UMTS Base Station Location Planning with Invasive Weed Optimization.