Research and Development in Intelligent Systems XX

Proceedings of AI2003, the Twenty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence

Häftad, Engelska, 2004

Av Frans Coenen, Alun Preece, Ann Macintosh

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The papers in this volume are the refereed technical papers presented at AI-2003, the Twenty-third SGAI International Conference on theory, practical and application of Artificial Intelligence, held in Cambridge in December 2003. The papers in this volume present new and innovative developments in the field, divided into sections on Machine Learning, Knowledge Representation and Reasoning, Knowledge Acquisition, Constraint Satisfaction and Scheduling, and Natural Language Processing. This is the twentieth volume in the Research and Development series. The series is essential reading for those who wish to keep up to date with developments in this important field. The Application Stream papers are published as a companion volume under the title "Applications and Innovations in Intelligent Systems XI".

Produktinformation

Utgivningsdatum2004-02-03
Mått155 x 235 x 23 mm
Vikt616 g
FormatHäftad
SpråkEngelska
Antal sidor395
FörlagSpringer London Ltd
ISBN9781852337803

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Artificiell intelligens inom Data och it

Best Refereed Technical Paper.- An Improved Hybrid Genetic Algorithm: New Results for the Quadratic Assignment Problem.- Session 1A: Algorithms And A1 (Gas, Hidden Markov Models, Simulated Annealing And Perceptrons.- Adaptive Mutation Using Statistics Mechanism for Genetic Algorithms.- Off-line Recognition of Handwritten Arabic Words Using Multiple Hidden Markov Models.- On a New Stepwidth Adaptation Scheme for Simulated Annealing and its Practical Application.- An Approximate Algorithm for Reverse Engineering of Multi-layer Perceptrons.- Session 18: Constraint Programming I.- A Theoretical Framework for Tradeoff Generation using Soft Constraints.- Maximum Partial Assignments for Over-Constrained Problems.- Escaping Local Optima in Multi-Agent Oriented Constraint Satisfaction.- Constraint Acquisition as Semi-Automatic Modeling.- Session 2A: Knowledge Discovery In Data (Association Rules, Clustering And Classification).- Strategies for Partitioning Data in Association Rule Mining.- A Self-Organising Hybrid Model for Dynamic Text Clustering.- Polynomial-Fuzzy Decision Tree Structures for Classifying Medical Data.- A Comparison of Generic Machine Learning Algorithms for Image Classification.- Session 2B: Constraint Programming 2.- Turtle: A Constraint Imperative Programming Language.- Symmetry Breaking in Soft CSPs.- How to Classify Hard and Soft Constraints in Non-binary Constraint Satisfaction Problems.- Lightweight MAC Algorithms.- Session 3: Spatio-Temporal Reasoning And Machine Learning.- SPARQS: Automatic Reasoning in Qualitative Space.- Incorporating Reactive Learning Behaviour into a Mini-robot Platform.- An Approach to Instance Reduction in Supervised Learning.- Session 4: Knowledge Organisation, Representation, V&Vand Refinement.- Optimal Decision Explanation byExtracting Regularity Patterns.- Model-based Planning in Physical domains using SetGraphs.- Quality Checking of Medical Guidelines through Logical Abduction.- Constraint Relaxation Techniques to Aid the Reuse of Knowledge Bases and Problem Solvers.- Session 5: Multi-Agent Systems And Recommender Systems.- Adaptive Brokering in Agent-Mediated Electronic Commerce.- CONOISE: Agent-Based Formation of Virtual Organisations.- I-SPY — Anonymous, Community-Based Personalization by Collaborative Meta-Search.- Balancing User Satisfaction and Cognitive Load in Coverage-Optimised Retrieval.