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Produktbild: Innovations in Applied Artificial Intelligence

Innovations in Applied Artificial Intelligence 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. Proceedings

Aus der Reihe Lecture Notes in Artificial Intelligence

Fr. 112.00

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

07.05.2004

Herausgeber

Bob Orchard + weitere

Verlag

Springer Berlin

Seitenzahl

1278

Maße (L/B/H)

24.4/15.7/4.2 cm

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-3-540-22007-7

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

07.05.2004

Herausgeber

Verlag

Springer Berlin

Seitenzahl

1278

Maße (L/B/H)

24.4/15.7/4.2 cm

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-3-540-22007-7

Herstelleradresse

Springer-Verlag GmbH
Heidelberger Platz 3
14197 Berlin
Deutschland
Email: sdc-bookservice@springer.com
Url: www.springer.com
Telephone: +49 30 827870
Fax: +49 30 8214091

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  • Produktbild: Innovations in Applied Artificial Intelligence
  • Session 1a: Neural Networks (1).- A Comparison of Neural Network Input Vector Selection Techniques.- Application of Direction Basis Function Neural Network to Adaptive Identification and Control.- Knowledge Discovery Using Neural Networks.- Session 1b: Bioinformatics (1).- Knowledge Discovery in Hepatitis C Virus Transgenic Mice.- Digital Signal Processing in Predicting Secondary Structures of Proteins.- Predicting Protein-Protein Interactions from One Feature Using SVM.- Session 1c: Data Mining (1).- Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning.- OIDM: Online Interactive Data Mining.- A Novel Manufacturing Defect Detection Method Using Data Mining Approach.- Session 2a: Neural Networks (2).- Neural Representation of a Solar Collector with Statistical Optimization of the Training Set.- An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network.- The Effect of Deterministic and Stochastic VTG Schemes on the Application of Backpropagation to Multivariate Time Series Prediction.- Session 2b: Bioinformatics (2).- Gene Discovery in Leukemia Revisited: A Computational Intelligence Perspective.- Cell Modeling Using Agent-Based Formalisms.- Computational Identification of RNA Motifs in Genome Sequences.- Session 2c: General Applications.- An Extensible Framework for Knowledge-Based Multimedia Adaptation.- Methods for Reducing the Number of Representatives in Representation Choice Tasks.- Incremental Maintenance of All-Nearest Neighbors Based on Road Network.- Knowledge Intensive Interpretation of Signal Data.- Session 3a: Autonomous Agents (1).- Coalition Formation among Agents in Complex Problems Based on a Combinatorial Auction Perspective.- Multi-agent Based Home Network Management System with Extended Real-Time Tuple Space.- Modelling Multi-aspect Negotiations in Multiagent Systems Using Petri Nets.- Multi-agent Development Toolkits: An Evaluation.- Session 3b: Intelligent Systems (1).- An Artificial Immune System for Fault Detection.- Heuristic Approach Based on Lambda-Interchange for VRTPR-Tree on Specific Vehicle Routing Problem with Time Windows.- Stochastic Learning Automata-Based Dynamic Algorithms for the Single Source Shortest Path Problem.- Multi-agent Based Integration Scheduling System under Supply Chain Management Environment.- Session 3c: Knowledge Processing and Natural Language Processing.- A Representation of Temporal Aspects in Knowledge Based Systems Modelling: A Monitoring Example.- On Description and Reasoning About Hybrid Systems.- A Hybrid Approach to Automatic Word-spacing in Korean.- Natural Language Requirements Analysis and Class Model Generation Using UCDA.- Session 4a: Intelligent User Interfaces.- Using Cognitive Modelling Simulations for User Interface Design Decisions.- An Intelligent Interface for Customer Behaviour Analysis from Interaction Activities in Electronic Commerce.- Integration of an Interactive Multimedia Datacasting System.- The Exploration and Application of Knowledge Structures in the Development of Expert System: A Case Study on a Motorcycle System.- Session 4b: Evolutionary Computing (1).- Binary Decision Tree Using K-means and Genetic Algorithm for Recognizing Defect Patterns of Cold Mill Strip.- Evolutionary RSA-Based Cryptographic Hardware Using the Co-Design Methodology.- GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms.- Session 4c: Fuzzy Logic.- Handwritten Numeral Recognition Based on Simplified Feature Extraction, Structural Classification and Fuzzy Memberships.- Using Chaos Theory for the Genetic Learning of Fuzzy Controllers.- A Chromatic Image Understanding System for Lung Cancer Cell Identification Based on Fuzzy Knowledge.- Session 5a: Human Robot Interaction.- Reading Human Relationships from Their Interaction with an Interactive Humanoid Robot.- Recognition of Emotional States in Spoken Dialogue with a Robot.- Development of an Android Robot for Studying Human-Robot Interaction.- Open-End Human Robot Interaction from the Dynamical Systems Perspective: Mutual Adaptation and Incremental Learning.- Session 5b: Computer Vision and Image Processing.- Stereo Camera Handoff.- Word Separation in Handwritten Legal Amounts on Bank Cheques Based on Spatial Gap Distances.- Shape Recognition of the Embryo Cell Using Deformable Template for Micromanipulation.- Improved Edge Enhanced Error Diffusion Based on First-Order Gradient Shaping Filter.- Session 5c: Machine Learning and Case Based Reasoning.- Capitalizing Software Development Skills Using CBR: The CIAO-SI System.- A Hybrid Case Based Reasoning Approach for Monitoring Water Quality.- Constructive Meta-learning with Machine Learning Method Repositories.- An Algorithm for Incremental Mode Induction.- Session 6a: Heuristic Search.- TSP Optimisation Using Multi Tour Ants.- Neighborhood Selection by Probabilistic Filtering for Load Balancing in Production Scheduling.- Systematic versus Non-systematic Methods for Solving Incremental Satisfiability.- Improved GRASP with Tabu Search for Vehicle Routing with Both Time Window and Limited Number of Vehicles.- Session 6b: Evolutionary Computing (2).- Robust Engineering Design with Genetic Algorithms.- Evolutionary Computation Using Island Populations in Time.- Genetic Algorithm Based Parameter Tuning of Adaptive LQR-Repetitive Controllers with Application to Uninterruptible Power Supply Systems.- A Comparison of Two Circuit Representations for Evolutionary Digital Circuit Design.- Session 6c: Security.- Motif-Oriented Representation of Sequences for a Host-Based Intrusion Detection System.- Computational Intelligent Techniques for Detecting Denial of Service Attacks.- Writer Identification Forensic System Based on Support Vector Machines with Connected Components.- Modeling Intrusion Detection Systems Using Linear Genetic Programming Approach.- Session 7a: Internet Applications.- Data Mining in Evaluation of Internet Path Performance.- Change Summarization in Web Collections.- Control System Design for Internet-Enabled Arm Robots.- Source Estimating Anycast for High Quality of Service of Multimedia Traffic.- Session 7b: Planning and Scheduling.- Scheduling Meetings with Distributed Local Consistency Reinforcement.- Potential Causality in Mixed Initiative Planning.- Reactive Planning Simulation in Dynamic Environments with VirtualRobot.- Session 7c: Constraint Satisfaction.- New Distributed Filtering-Consistency Approach to General Networks.- A Systematic Search Strategy for Product Configuration.- A Bayesian Framework for Groundwater Quality Assessment.- Session 8a: E-learning (1).- Facilitating E-learning with a MARC to IEEE LOM Metadata Crosswalk Application.- An Agent-Based Framework for Adaptive M-learning.- Determination of Learning Scenarios in Intelligent Web-Based Learning Environment.- Session 8b: Intelligent Systems (2).- An Intelligent GIS-Based Spatial Zoning System with Multiobjective Hybrid Metaheuristic Method.- Dynamic User Profiles Based on Boolean Formulas.- Application of Intelligent Information Retrieval Techniques to a Television Similar Program Guide.- A Location Information System Based on Real-Time Probabilistic Position Inference.- Session 8c: Expert Systems.- Expertise in a Hybrid Diagnostic-Recommendation System for SMEs: A Successful Real-Life Application.- How to Speed Up Reasoning in a System with Uncertainty?.- Efficient BDD Encodings for Partial Order Constraints with Application to Expert Systems in Software Verification.- Abductive Validation of a Power-Grid Expert System Diagnoser.- Session 9a: E-learning (2).- Integrating Web Services and Agent Technology for E-learning Course Content Maintenance.- Chemical Reaction Metaphor in Distributed Learning Environments.- An E-learning Support System Based on Qualitative Simulations for Assisting Consumers’ Decision Making.- Session 9b: Applications to Design.- Methodology for Graphic Redesign Applied to Textile and Tile Pattern Design.- Knowledge Representation on Design of Storm Drainage System.- Test Case Sequences in System Testing: Selection of Test Cases for a Chain (Sequence) of Function Clusters.- Supporting Constraint-Aided Conceptual Design from First Principles in Autodesk Inventor.- Session 9c: Machine Learning.- Incremental Induction of Classification Rules for Cultural Heritage Documents.- Applying Multi-class SVMs into Scene Image Classification.- Machine Learning Approaches for Inducing Student Models.- Monte Carlo Approach for Switching State-Space Models.- Session 10a: E-learning (3).- Epistemological Remediation in Intelligent Tutoring Systems.- XML-Based Learning Scenario Representation and Presentation in the Adaptive E-learning Environment.- Building Ontologies for Interoperability among Learning Objects and Learners.- Session 10b: Autonomous Agents (2).- Comparison of Different Coordination Strategies for the RoboCupRescue Simulation.- Multiple Reinforcement Learning Agents in a Static Environment.- A Modular Architecture for a Multi-purpose Mobile Robot.- An Agent-Based E-engineering Services Framework for Engineering Design and Optimization.- Session 10c: Neural Networks (3).- Robust and Adaptive Tuning of Power System Stabilizers Using Artificial Neural Networks.- Modified Bifurcating Neuron with Leaky-Integrate-and-Fire Model.- An Application of Elman’s Recurrent Neural Networks to Harmonic Detection.- Design of an Adaptive Artificial Neural Network for Online Voltage Stability Assessment.- Session 11a: Data Mining (2).- Mining Multivariate Associations within GIS Environments.- Comparison between Objective Interestingness Measures and Real Human Interest in Medical Data Mining.- Boosting with Data Generation: Improving the Classification of Hard to Learn Examples.- Data Mining Approach for Analyzing Call Center Performance.- Session 11b: Intelligent Systems (3).- The Cognitive Controller: A Hybrid, Deliberative/Reactive Control Architecture for Autonomous Robots.- Intelligent Systems Integration for Data Acquisition and Modeling of Coastal Ecosystems.- Extracting Patterns in Music for Composition via Markov Chains.- Analyzing the Performance of Genetically Designed Short-Term Traffic Prediction Models Based on Road Types and Functional Classes.- Session 11c: Neural Networks (4).- Nonstationary Time Series Prediction Using Local Models Based on Competitive Neural Networks.- Predictive Modeling and Planning of Robot Trajectories Using the Self-Organizing Map.- River Stage Forecasting with Particle Swarm Optimization.- Convergence Analysis of a Neural Network Based on Generalised Compound Gradient Vector.- Session 12a: Image Processing.- Locating Oil Spill in SAR Images Using Wavelets and Region Growing.- A New Edge-Grouping Algorithm for Multiple Complex Objects Localization.- Processing and Analysis of Ground Penetrating Radar Landmine Detection.- Session 12b: Evolutionary Computing (3).- Tuning of Power System Stabilizers via Genetic Algorithm for Stabilization of Power Systems.- An Application of Adaptive Genetic Algorithm in Financial Knapsack Problem.- Assimilation Exchange Based Software Integration.- Session 12c: Data Mining (3).- Iterative Semi-supervised Learning: Helping the User to Find the Right Records.- Semantic Analysis for Data Preparation of Web Usage Mining.- Prediction of Preferences through Optimizing Users and Reducing Dimension in Collaborative Filtering System.