Research and Development in Intelligent Systems XVII

Proceedings of ES2000, the Twentieth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, December 2000

Häftad, Engelska, 2001

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Beskrivning

The papers in this volume are the refereed technical papers presented at ES2000, the Twentieth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, held in Cambridge in December 2000. The papers in this volume present new and innovative developments in the field, divided into sections on learning, case-based reasoning, knowledge representation, knowledge engineering, and belief acquisition and planning. This is the seventeenth 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 VIII.

Produktinformation

Utgivningsdatum:2001-01-10
Mått:155 x 235 x 22 mm
Vikt:604 g
Format:Häftad
Språk:Engelska
Antal sidor:388
Upplaga:2001
Förlag:Springer London Ltd
ISBN:9781852334031

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

Technical Keynote Address.- Intelligible AI Planning.- Best Technical Paper.- A Resource Limited Artificial Immune System for Data Analysis.- Session 1: Learning I.- Experiences with a Weighted Decision Tree Learner.- A Case Study of Strategic Induction: the Roman Numerals Data Set.- Selecting Optimal Split-Functions for Large Datasets.- Learning with C4.5 in a Situation Calculus Domain.- Session 2: Case Based Reasoning.- Incremental Footprint-Based Retrieval.- Macro and Micro Applications of Case-Based Reasoning to Feature-Based Product Selection.- Formal Concept Analysis as a Support Technique for CBR.- 2D vs 3D Visualisation Techniques for Case-Based Reasoning.- Session 3: Learning II.- An Instance-Based Approach to Pattern Association Learning with Application to the English Past Tense Verb Domain.- Rule Generation Based on Rough Set Theory for Text Classification.- Grouping Multivariate Time Series Variables: Applications to Chemical Process and Visual Field Data.- Genetic Algorithm Behaviour in the Task of Finding the Multi-Maximum Domain.- A Modified Perceptron Algorithm for Computer-Assisted Diagnosis.- Session 4: Knowledge Representation.- Uniform Representation of Content and Structure for Structured Document Retrieval.- Implementing Metadata on the Web: a Conceptual, NKRL-Based Approach.- Design and Development of a Decision Support System to Support Discretion in Refugee Law.- Orthofaces for Face Recognition.- Session 5: Knowledge Engineering.- Supporting Knowledge-Driven Processes in a Multiagent Process Management System.- The Y Link Oriented Technique for Reuse in KBS.- Modelling Agents and Communication using Common KADS.- Designing for Scalability in a Knowledge Fusion System.- Session 6: Belief Acquisition and Planning.- Acquiring Information from Books.- Container Stowage Pre-Planning: Using Search to Generate Solutions, A Case Study.- A Correct Algorithm for Efficient Planning with Preprocessed Domain Axioms.- Multi-Layered PSMs for Planning.- Author Index.