Artificial Intelligence Applications and Innovations II: Ifip Tc12 and Wg12.5 - Second Ifip Conference on Artificial Intelligence Applications and Inn

ISBN-13: 9780387283180 / Angielski / Twarda / 2005 / 881 str.

B. Wang; Daoliang Li; Baoji Wang

Opis

Artificial Intelligence is one of the oldest and most exciting subfields of computing, covnering such areas as intelligent robotics, intelligent planning and scheduling, model-based reasoning, fault diagnosis, natural language processing, maching translation, knowledge representation and reasoning, knowledge-based systems, knowledge engineering, intelligent agents, machine learning, neural nets, genetic algorithms and knowledge management. The papers in this volume comprise the refereed proceedings of the Second International Conference on Artificial Intelligence Applications and Innovations, held in Beijing, China in 2005. A very promising sign of the growing importance of Artificial Intelligence techniques in practical applications is the large number of submissions received for the conference - more than 150. All papers were reviewed by at least two members of the Program Committee and the test 93 were selected for the conference and are included in this volume. The international nature of IFIP is amply reflected in the large number of countries represented here.

Spis treści

Paper Sessions.- A Fuzzy System for Multiobjective Problems.- Aero-Engine Adaptive Fuzzy Decoupling Control.- Conceptual Modelling of Knowledge-Based Systems Using UML.- Dynamic-Fuzzy Concepts.- Onto-Thesauri: An Efficient Ontology!.- A Hybrid Connectionist-Symbolic Approach for Real-Valued Pattern Classification.- Designing Fuzzy Logic Controller for Inverted Pendulum.- Learning Search Pattern for Construction Procurement Using Keyword Net.- Stratified Sampling for Association Rules Mining.- The Incompatible Knowledge Elimination in Knowledge-Integration.- Designing Cooperative Embedded Systems Using A Multiagent Approach : The Diamond Method.- FFCAS: A Flexible Agent-Based Simulation Framework for Complex Adaptive Systems.- Positive Effects of Proactive Communication in MAS.- Implementation of an Application Ontology.- Translating Ontologies to Default Logic.- Fuzzy Timed Object-Oriented Petri Net.- Modeling Multi-Agent Systems with Hierarchical Colored Petri Nets.- Soft Modeling of Knowledge Systems Through Fuzzy Petri Nets.- An Improved 3D Face Synthesis Based on Morphable Model.- Ant-Based Document Clustering and Visualization.- Local Linear Embedding with Morphable Model for Face Recognition.- Semantic Network and Concept Mapping in Xhy Items.- A Kind of Continuous Digit Speech Recognition Method.- A New Hybrid Hmm/Ann Model for Speech Recognition.- The Implementation of Online Transductive Support Vector Machine.- An Intelligent Retrieval Framework in Semantic Web Based on Agents.- A Hybrid Ant-Based Clustering Algorithm.- A Hybrid Method for Extracting Classification Rules.- A New Incremental Core-Based Clustering Method.- An Algorithm for MADM Based on Subjective Preference.- An Algorithm for Mining Association Rules with Weighted Minimum Supports.- An Improvement on Saaty’s AHP.- Decision Making with Uncertainty.- Application of Particle Swarm Optimization to the Mixed Discrete Non-Linear Problems.- Design and Implement Cost-Sensitive Email Filtering Algorithms.- Fuzzy Logic Model for Multi — Purpose Multi - Reservoir System.- Fuzzy Neuro-BDI.- Improving the Particle Swarm Optimization Algorithm Using the Simplex Method at Late Stage.- Internet Intelligent Platform-AGrIP.- Iris Recognition Algorithm Based on Complex Geometrical Shape Cover.- Multi-Population Evolutionary Algorithm for Solving Constrained Optimization Problems.- Reconstruction of Freeform Surface by Support Vector Regression.- The Digital Image Experiment Platform Based on Even Liner Grammar.- An Operator Based Adaptive Genetic Algorithm.- Genetic Algorithm-Based Dynamic Intraoperative Treatment Planning for Prostate Brachytherapy.- Nonlinear Error Correct of Intelligent Sensor by Using Genetic Algorithms and Cubic Spline Interpolation.- Solving Network Testbed Mapping Problem with Genetic Algorithm.- Vastudio — A Generic Toolkit for Multi-Agent Development.- A Study on the ANN-Based Credit Risk Prediction Model and Its Application.- A Universal Vector Graphics Editing System Based on Design Pattern and Java.- An Novel Neural Network Training Based on Hybrid DE and BP.- Automated Identification of Mosquito (Diptera: Culicidae) Wingbeat Waveform by Artificial Neural Network.- Data Mining Techniques for Slope Stability Estimation with Probabilistic Neural Networks.- Design of Integral Variable Structure Control for Nonlinear System Based on CMAC Neural Network and Reference Model.- Forecasting Runoff with Higher-Embedded Dimensions Using DMEP-Based Artificial Neural Networks.- Reservoir Systems Operation Model Using Simulation and Neural Network.- Rotating Machinery Fault Diagnosis Based on Wavelet Fuzzy Neural Network.- A Novel Dynamic Knowledge Extraction Method in Cooperative Multiple Robot System Using Rough Set.- A Rough Sets Based Evaluation Model for Bot Projects Bidders.- Applications.- A Case-Based Reasoning Approach to Enhance Web-Based Training on Internet Marketing.- A Decision Support System (Dss) for Price Risk Management in Vegetable, China.- A Dynamic Constraint Solving Scheme for Semi On-Line Scheduling Problems.- A Web-Based Intelligent Tutoring System.- An Approach to Automated Knowledge Discovery in Bioinformatics.- An Expert System for Deficit Irrigation in the North China Region Based on PDA.- Artificial Intelligence in Real-Time Evaluating Electrical Conductivity of Greenhouse Substrate.- Automatic Guidance of Agricultural Vehicles Based on Global Positioning System.- Bestcity: Developing Clean Cities.- Determining of the Delay Time for a Heating Ventilating and Air-Conditioning Plant Using Multi-Weights Neurons Approach.- Development of an Expert System for Landfilling Applications in sri Lanka.- Development of an Intelligent Adapter for Field Computer.- Development of an Intelligent Yield Monitor for Grain Combine Harvester.- Feature Fusion with Neighborhood-Oscillating Tabu Search for Oriented Texture Classification.- Fuzzy Relationship Mapping Inversion and Automatic Reasoning of Crime Detective.- Generic Bi-Layered Net Model.- Generic Bi-Layered Net Programming.- Leaf Image Retrieval Using a Shape Based Method.- Performance Comparison of Language Models for Information Retrieval.- Research on Prediction about Fruit Tree Diseases and Insect Pests Based on Neural Network.- Research on Publishing System of Fruit Tree Diseases and Insect Pests Based on Webgis.- Research on Wheat Diseases and Insect Pests Geographic Information System.- Skfd-Isomap for Face Recognition.- Solution of Mdps Using Simulation-Based Value Iteration.- Study on Applications of Web Mining to Digital Library.- Study on Controller with Online Decision Support System for Laser-Controlled Leveling.- Study on Knowledge Reasoning Based on Extended Formulas.- Study on Photoelectric and Dynamical Control System for Fruit Sizing.- Study on Web-Based Agricultural Mechanization Decision Support System.- The Complex Fuzzy Control.- Others.- ICT Supported Knowledge Transfer for Agricultural Extension.- Review of Modeling and Stimulating Human Immune Sysytem.- Study and Application of Softman Communication Model.- The Adaptive Web Server Based on Ant Behavior.- The Validities of PEP and Some Characteristic Formulas in Modal Logic.

Blurb

International Federation for Information Processing

The IFIP series publishes state-of-the-art results in the sciences and technologies of information and communication.  The scope of the series includes: foundations of computer science; software theory and practice; education; computer applications in technology; communication systems; systems modeling and optimization; information systems; computers and society; computer systems technology; security and protection in information processing systems; artificial intelligence; and human-computer interaction.  Proceedings and post-proceedings of referred international conferences in computer science and interdisciplinary fields are featured.  These results often precede journal publication and represent the most current research.  The principal aim of the IFIP series is to encourage education and the dissemination and exchange of information about all aspects of computing.

 

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