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NIPS
2007
15 years 7 months ago
Boosting Algorithms for Maximizing the Soft Margin
We present a novel boosting algorithm, called SoftBoost, designed for sets of binary labeled examples that are not necessarily separable by convex combinations of base hypotheses....
Manfred K. Warmuth, Karen A. Glocer, Gunnar Rä...
CSREAESA
2006
15 years 7 months ago
Improving the Fault Tolerance of a Computer System with Space-Time Triple Modular Redundancy
- Triple Modular Redundancy is widely used in dependable systems design to ensure high reliability against soft errors. Conventional TMR is effective in protecting sequential circu...
Wei Chen, Rui Gong, Fang Liu, Kui Dai, Zhiying Wan...
GRAPHICSINTERFACE
2004
15 years 7 months ago
Remote Collaboration Using Augmented Reality Videoconferencing
This paper describes an Augmented Reality (AR) Videoconferencing System, which is a novel remote collaboration tool combining a desktop-based AR system and a videoconference modul...
István Barakonyi, Tamer Fahmy, Dieter Schma...
FLAIRS
2006
15 years 7 months ago
Introducing GEMS - A Novel Technique for Ensemble Creation
The main contribution of this paper is to suggest a novel technique for automatic creation of accurate ensembles. The technique proposed, named GEMS, first trains a large number o...
Ulf Johansson, Tuve Löfström, Rikard K&o...
ICAI
2004
15 years 7 months ago
A Comparison of Resampling Methods for Clustering Ensembles
-- Combination of multiple clusterings is an important task in the area of unsupervised learning. Inspired by the success of supervised bagging algorithms, we propose a resampling ...
Behrouz Minaei-Bidgoli, Alexander P. Topchy, Willi...