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107
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ECML
2007
Springer
15 years 6 months ago
Conceptual Clustering Applied to Ontologies
Abstract. A clustering method is presented which can be applied to semantically annotated resources in the context of ontological knowledge bases. This method can be used to discov...
Floriana Esposito, Nicola Fanizzi, Claudia d'Amato
IWANN
2005
Springer
15 years 6 months ago
Bias and Variance of Rotation-Based Ensembles
Abstract. In Machine Learning, ensembles are combination of classifiers. Their objective is to improve the accuracy. In previous works, we have presented a method for the generati...
Juan José Rodríguez, Carlos J. Alons...
88
Voted
HOTOS
2003
IEEE
15 years 6 months ago
Virtual Appliances in the Collective: A Road to Hassle-Free Computing
This paper describes the vision of the Collective, a compute utility which runs internet services as well as the highly interactive applications we run on desktop computers today....
Constantine P. Sapuntzakis, Monica S. Lam
DAGSTUHL
1994
15 years 1 months ago
The Rampart Toolkit for Building High-Integrity Services
Abstract. Rampart is a toolkit of protocols to facilitate the development of high-integrity services, i.e., distributed services that retain their availability and correctness desp...
Michael K. Reiter
ICML
2010
IEEE
14 years 11 months ago
Multiple Non-Redundant Spectral Clustering Views
Many clustering algorithms only find one clustering solution. However, data can often be grouped and interpreted in many different ways. This is particularly true in the high-dim...
Donglin Niu, Jennifer G. Dy, Michael I. Jordan