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75
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ECML
2007
Springer
15 years 6 months ago
Class Noise Mitigation Through Instance Weighting
We describe a novel framework for class noise mitigation that assigns a vector of class membership probabilities to each training instance, and uses the confidence on the current ...
Umaa Rebbapragada, Carla E. Brodley
115
Voted
CPC
2007
97views more  CPC 2007»
15 years 19 days ago
On an Online Spanning Tree Problem in Randomly Weighted Graphs
Abstract. This paper is devoted to an online variant of the minimum spanning tree problem in randomly weighted graphs. We assume that the input graph is complete and the edge weigh...
Jan Remy, Alexander Souza, Angelika Steger
119
Voted
ICUMT
2009
14 years 10 months ago
Hierarchical p2p overlays for DVE: An Additively Weighted Voronoi based approach
This paper presents a support for the development of Distributed Virtual Environments (DVEs) on P2P architectures. A hierarchical overlay is defined by pairing each peer with a wei...
Michele Albano, Laura Ricci, Luca Genovali
IJCNN
2008
IEEE
15 years 7 months ago
Shedding weights: More with less
—Traditional connectionist classification models place an emphasis on learned synaptic weights. Based on neurobiological evidence, a new approach is developed and experimentally ...
Tsvi Achler, Cyrus Omar, Eyal Amir
100
Voted
SRDS
1996
IEEE
15 years 4 months ago
A Transparent Light-Weight Group Service
The virtual synchrony model for group communication has proven to be a powerful paradigm for building distributed applications. Implementationsof virtual synchrony usually require...
Luís Rodrigues, Katherine Guo, Antonio Sarg...