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COLT
2004
Springer
15 years 3 months ago
On the Convergence of Spectral Clustering on Random Samples: The Normalized Case
Given a set of n randomly drawn sample points, spectral clustering in its simplest form uses the second eigenvector of the graph Laplacian matrix, constructed on the similarity gra...
Ulrike von Luxburg, Olivier Bousquet, Mikhail Belk...
ICSR
2004
Springer
15 years 3 months ago
Developing Active Help for Framework Instantiation Through Case-Based Reasoning
Object-oriented frameworks are sophisticated software artifacts that significantly impact productivity when building applications in a given domain. However, frameworks are complex...
Carlos Fernández-Conde, Pedro A. Gonz&aacut...
PRICAI
2004
Springer
15 years 3 months ago
Building a Case-Based Reasoner for Clinical Decision Support
Orion Systems International Limited has recognised the need in the healthcare industry for an application to provide robust clinical decision support. One possible approach is to d...
Anna Wills, Ian Watson
EDOC
2004
IEEE
15 years 1 months ago
Write Once, Deploy N: A Performance Oriented MDA Case Study
To focus the comparison of languages for model checking and transformation on criteria that matter in practical development, there is an urgent need for more, and more realistic, ...
Pieter Van Gorp, Dirk Janssens, Tracy Gardner
FLAIRS
2004
14 years 11 months ago
Cautious Cooperative Learning with Distributed Case-Based Reasoning
In this paper, we propose a cautious cooperative learning approach using distributed case-based reasoning. Our approach consists of two learning mechanisms: individual and coopera...
Leen-Kiat Soh